The major microalgal species, products, and application.
\\n\\n
Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\\n\\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\\n"}]',published:!0,mainMedia:{caption:"Highly Cited",originalUrl:"/media/original/117"}},components:[{type:"htmlEditorComponent",content:'IntechOpen is proud to announce that 191 of our authors have made the Clarivate™ Highly Cited Researchers List for 2020, ranking them among the top 1% most-cited.
\n\nThroughout the years, the list has named a total of 261 IntechOpen authors as Highly Cited. Of those researchers, 69 have been featured on the list multiple times.
\n\n\n\nReleased this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\n\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"5866",leadTitle:null,fullTitle:"Indigenous People",title:"Indigenous People",subtitle:null,reviewType:"peer-reviewed",abstract:"Indigenous peoples are the native ethnic groups, who are descended from and identified with the original inhabitants of a region, in contrast to groups that have settled, occupied, or colonized the area more recently. This book entitled Indigenous People is an attempt to bring out the analysis of indigenous environment, indigenous technical knowledge, indigenous resource governance, and indigenous entrepreneurship and empowerment. This book contains selected chapters from renowned personalities from across the globe who have rich knowledge on sovereignty, economic well-being, and resource access of the indigenous people, on which their cultures depend. This book will certainly be an asset or a boon, not only to the extension fraternity but also to all those who are really thirsty of information and knowledge on indigenous people.",isbn:"978-953-51-3482-4",printIsbn:"978-953-51-3481-7",pdfIsbn:"978-953-51-4666-7",doi:"10.5772/65629",price:119,priceEur:129,priceUsd:155,slug:"indigenous-people",numberOfPages:198,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"855fd54af0a1f830ea8d0ee1519387dc",bookSignature:"Purushothaman Venkatesan",publishedDate:"September 6th 2017",coverURL:"https://cdn.intechopen.com/books/images_new/5866.jpg",numberOfDownloads:16431,numberOfWosCitations:10,numberOfCrossrefCitations:12,numberOfCrossrefCitationsByBook:1,numberOfDimensionsCitations:15,numberOfDimensionsCitationsByBook:1,hasAltmetrics:1,numberOfTotalCitations:37,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"October 13th 2016",dateEndSecondStepPublish:"November 3rd 2016",dateEndThirdStepPublish:"March 27th 2017",dateEndFourthStepPublish:"June 19th 2017",dateEndFifthStepPublish:"August 31st 2017",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"198936",title:"Dr.",name:"Purushothaman",middleName:null,surname:"Venkatesan",slug:"purushothaman-venkatesan",fullName:"Purushothaman Venkatesan",profilePictureURL:"https://mts.intechopen.com/storage/users/198936/images/6038_n.jpg",biography:"Dr. P. Venkatesan is currently working as a senior scientist in the Division of Extension Systems Management of ICAR-National Academy of Agricultural Research Management (NAARM). He specialized in agricultural extension and has 15 years of experience as a developmental scientist and 3 years as a core scientist. He joined NAARM in May 2014. He specialized in the area of indigenous technical knowledge, participatory technology development, participatory impact monitoring and assessment, tribal development, technology assessment, and refinement of socioeconomic and environmental impact assessment. He has published several research papers, books, manuals, and policy papers. To his credit, he has guided a number of research scholars in rural development and management. He is a recipient of four national and two international awards.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"0",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Indian Council of Agricultural Research",institutionURL:null,country:{name:"India"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"1330",title:"Ethnic Studies",slug:"ethnic-studies"}],chapters:[{id:"55689",title:"Usages and Customs of the Indigenous Communities in Favour of the Reduction of the Digital Divide: A Case Study of the Ñuu Savi People",doi:"10.5772/intechopen.69172",slug:"usages-and-customs-of-the-indigenous-communities-in-favour-of-the-reduction-of-the-digital-divide-a-",totalDownloads:1282,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"This research is of ethnographic nature, focusing on the study of the Ñuu Savi people (people of the rain), also called the Mixtec people, of pre-Columbian origin belonging to the Mixteca Region of the state of Oaxaca, Mexico. On the basis of sociocultural theory and the theory of the diffusion and adoption of technological innovations, the study on the cultural identity of the ethnolinguistic group, whose social platform is the “uses and customs,” is carried out. As a result of this research, the descriptive analysis is presented, detailing the effect of information and communication technologies (ICTs) on the situation of the vulnerable and disadvantaged group. Likewise, cultural elements have been identified that allow the formulation of a model for the development and inclusion of the ethnic minority. An educational strategy is designed and implemented through the model. However, in the process of implementing the educational strategy, it was observed that the Ñuu Savi people experience a conjunctural stage where technological adoption coexists with some beliefs, aptitudes, and attitudes, characteristic of its form of government of “uses and customs,” which create sociocultural barriers that make social and digital inclusion difficult.",signatures:"Olivia Allende-Hernández and Jesús Salinas",downloadPdfUrl:"/chapter/pdf-download/55689",previewPdfUrl:"/chapter/pdf-preview/55689",authors:[{id:"198235",title:"Dr.",name:"Olivia",surname:"Allende-Hernández",slug:"olivia-allende-hernandez",fullName:"Olivia Allende-Hernández"},{id:"201435",title:"Dr.",name:"Jesús",surname:"Salinas",slug:"jesus-salinas",fullName:"Jesús Salinas"}],corrections:null},{id:"55687",title:"The Indigenous School: A Space of Ruptures and Tensions within Local Culture",doi:"10.5772/intechopen.69178",slug:"the-indigenous-school-a-space-of-ruptures-and-tensions-within-local-culture",totalDownloads:1180,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"The study analyzes tensions and ruptures within indigenous community practices, school devices, and subjectivities that are built among their actors, based on the significance of their experience as educational agents in the school environment. The work is interpretive, carried out through interviews applied to students, teachers, and school principals of two schools in San Andrés Larráinzar, in Chiapas, Mexico. The information obtained was analyzed through the understanding of the records, their integration into categories, delimitation, and interpretation. The results include six thematic content units: space and context; expression and resistance, dynamics of the culture; disruption of culture order; students outside the norm: alcohol, graffiti, and pornography; courtship and its reconfiguration; and school supports, peer tutoring, and teacher criticism, in which the realization of the school formation process becomes a complex phenomenon, full of tension and conflict between the demands of the school institution and the local culture.",signatures:"Germán Alejandro García Lara and Oscar Cruz Pérez",downloadPdfUrl:"/chapter/pdf-download/55687",previewPdfUrl:"/chapter/pdf-preview/55687",authors:[{id:"199063",title:"Dr.",name:"Germán Alejandro",surname:"García Lara",slug:"german-alejandro-garcia-lara",fullName:"Germán Alejandro García Lara"},{id:"200333",title:"Dr.",name:"Oscar",surname:"Cruz Pérez",slug:"oscar-cruz-perez",fullName:"Oscar Cruz Pérez"}],corrections:null},{id:"56031",title:"Landscape of Resistance: The Fronts of Economic Expansion and the Xavante Indigenous People—Brazil",doi:"10.5772/intechopen.69179",slug:"landscape-of-resistance-the-fronts-of-economic-expansion-and-the-xavante-indigenous-people-brazil",totalDownloads:1130,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"This article has the objective of identifying and reflecting upon the sociocultural strategies that allowed the Xavante Indians, after centuries of cultural spoliation and territory expropriation, the development of different adaptive mechanisms that guaranteed their reproduction. Here, the attempt is to show that those sociocultural strategies and mechanisms were decisive in the maintenance of its territory, social cohesion, and relative cultural autonomy. Likewise, as a specific objective of this article, one intends to identify which of those cultural changes are perceived in the landscape, seeking a deeper comprehension of the appropriation mechanisms developed by those people in the interface with the Brazilian contemporary society. The proposed methodology to reach the said objectives has been built upon extensive multidisciplinary bibliographical surveys, interviews, and field observations that made feasible, among other things, a more refined construction of the Xavante historiography and a more precise understanding of the social organization variation of those people. Finally, it is proposed here to view the Xavante people as the main subject of their decisions, capable of offering resistance to the progress of capitalist expansion fronts upon their territory and, above all, capable of maintaining their sociocultural cohesion deciding on the course of their own development.",signatures:"Renan A.S. de Oliveira and Luciene C. Risso",downloadPdfUrl:"/chapter/pdf-download/56031",previewPdfUrl:"/chapter/pdf-preview/56031",authors:[{id:"198184",title:"Ph.D.",name:"Luciene",surname:"Risso",slug:"luciene-risso",fullName:"Luciene Risso"},{id:"202062",title:"Prof.",name:"Renan",surname:"Andreosi",slug:"renan-andreosi",fullName:"Renan Andreosi"}],corrections:null},{id:"56225",title:"Analysing Environment-Development Interventions Through the Lens of Indigenous People in Cameroon",doi:"10.5772/intechopen.69885",slug:"analysing-environment-development-interventions-through-the-lens-of-indigenous-people-in-cameroon",totalDownloads:1107,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"Ideally, both eenvironmental protection and human development policies should improve human well-being through the conservation of ecosystems that provide valuable services,. However, in practicallye, this rarely happen rarely. Settings for environment-development interactions are complex because they consist of diverse ecological systems as well as and human engineered knowledge systems. Using the pathways approach analytical framework to sustainability, this paper analysed how actors’ understandings and scale of knowledge in environment-development interventions influence sustainable management. Data for this study used mix methods, includeing interviews, questionnaires, policy document texts and field observations. The main findings suggested that the diverse views and scales of knowledge mobilised by different actors in conservation-development interventions is a major challenge in producing sustainable outcomes. The inability of conservation practitioners to conveniently reconcile different narratives held by different actors leads to the domination of powerful actors narrations, on which policies are based. The major setback in attaining sustainable forest management does not necessarily lie in the conflicting interests of actors, but also in the social processes that guided the negotiation of these conflicting interests. This study argues that local people and traditional structures have the potential to contribute sustainable forest management processes if offered the space. Given that lLocal people are often not directly engaged in forest management planning, their actions are directly or indirectly influenced by other actors (elites). This makes it more complicated to achieve processes that might lead to sustainable forest management. There is a need to create Convenient space is needed to that enables conservation practitioners to sees and promotes conservation through the lens of the local people.",signatures:"Mbunya Francis Nkemnyi",downloadPdfUrl:"/chapter/pdf-download/56225",previewPdfUrl:"/chapter/pdf-preview/56225",authors:[{id:"200156",title:"M.Sc.",name:"Mbunya Francis",surname:"Nkemnyi",slug:"mbunya-francis-nkemnyi",fullName:"Mbunya Francis Nkemnyi"}],corrections:null},{id:"56426",title:"Indigenous Resource Management Practices and the Local Social-Cultural Context: An Insight towards Self-Directed Resource Management by People who ‘Coexist’ with Supernatural Agents",doi:"10.5772/intechopen.70104",slug:"indigenous-resource-management-practices-and-the-local-social-cultural-context-an-insight-towards-se",totalDownloads:1775,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"In recent arguments in the governance of natural resource management, effectiveness and desirability of collaborative management among various stakeholder including indigenous people has been recognized. In the context of Indonesia, the reformation movement has stimulated the growth of a new perception of indigenous people’s rights to their land in the country. This recent transition presents a growing opportunity for indigenous people who live in nature-rich areas (national parks, etc.) to collaborate with ‘outside stakeholders’ such as governmental agencies, scholars and environmental NGOs in natural resource management. In such situations, it is necessary to deeply understand the value of indigenous resource management (IRM) practices to promote self-directed and effective resource management. This chapter focuses on local forest resource management and its suitability in the local social-cultural context in central Seram, east Indonesia. First, I describe how the well-structured forest resource use is constructed and maintained through the indigenous resource management practices based on ‘supernatural enforce mechanism’. After that, I investigate what social-ecological roles the IRM in Amanioho has, and how IRM practices relate to the social-cultural context of an upland community in central Seram. Then, I discuss the possible future applications for achieving self-directed resource management by people who ‘coexist’ with supernatural agents.",signatures:"Masatoshi Sasaoka",downloadPdfUrl:"/chapter/pdf-download/56426",previewPdfUrl:"/chapter/pdf-preview/56426",authors:[{id:"198898",title:"Dr.",name:"Masatoshi",surname:"Sasaoka",slug:"masatoshi-sasaoka",fullName:"Masatoshi Sasaoka"}],corrections:null},{id:"56296",title:"Empowering Namibian Indigenous People through Entrepreneurship: The Case from the Nama People",doi:"10.5772/intechopen.69886",slug:"empowering-namibian-indigenous-people-through-entrepreneurship-the-case-from-the-nama-people",totalDownloads:1609,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"The challenge emanating from the colonial and apartheid regimes on the Nama people of Namibia have not only resulted in them losing nearly half of its population, but they also appeared to have lost their social identity. To that end we continually find convergences and divergences in clothing and accessories, food, traditional dances, homes, and traditional beauty cosmetics, between the past and present. This chapter seeks to explore whether the Nama people have always used money to acquire the aforementioned past? If not, what have they done right in the past to acquire all these items? These are one of the few questions this chapter seeks to explore and understand, and the role Nama entrepreneurial activities play for their own socio-economic advancement. Critical discourse can lead to a better understanding and appreciation of entrepreneurship among indigenous people in Namibia. This will in turn result in an enhanced understanding of the role entrepreneurship and culture can play in both a local and international context. After a brief introduction to Namibia and the Nama people, the cultural values and entrepreneurial initiatives of the Nama people are discussed, followed by discussions, recommendations and conclusions. Research methods employed were in-depth interviews and participant observation.",signatures:"Wilfred Isak April, Daniel Ileni Itenge, Josef Petrus Van der\nWesthuizen and Lazarus Shimwaningi Emvula",downloadPdfUrl:"/chapter/pdf-download/56296",previewPdfUrl:"/chapter/pdf-preview/56296",authors:[{id:"110034",title:"Dr.",name:"Wilfred",surname:"April",slug:"wilfred-april",fullName:"Wilfred April"},{id:"204208",title:"Mr.",name:"Daniel",surname:"Itenge",slug:"daniel-itenge",fullName:"Daniel Itenge"},{id:"204209",title:"Mr.",name:"Lazarus",surname:"Emvula",slug:"lazarus-emvula",fullName:"Lazarus Emvula"},{id:"204916",title:"Mr.",name:"Josef",surname:"Van Der Westhuizen",slug:"josef-van-der-westhuizen",fullName:"Josef Van Der Westhuizen"}],corrections:null},{id:"56259",title:"Indigenous Knowledge Systems for Appropriate Technology Development",doi:"10.5772/intechopen.69889",slug:"indigenous-knowledge-systems-for-appropriate-technology-development",totalDownloads:4099,totalCrossrefCites:7,totalDimensionsCites:8,hasAltmetrics:1,abstract:"Indigenous knowledge systems (IKS) comprises knowledge developed within indigenous societies, independent of, and prior to, the advent of the modern scientific knowledge system (MSKS). Examples of IKS such as Ayurveda from India and Acupuncture from China are well known. IK covers diverse areas of importance for society, spanning issues concerned with the quality of life - from agriculture and water to health. The IK resident in India and China have high relevance to rural life, especially given the level of engagement with agricultural and health technologies. The goal is to establish a heuristic whereby IK can be reviewed and evaluated within particular contexts to determine if the IKS can lead to the development of appropriate technology (AT) addressing that need sustainably. Although much work on cataloguing and documenting IKS has been completed in these two countries, a paucity of attention has been paid to the scientific rationale and technological content of these IKS. Evaluation of many indigenous technologies reveal that many of these technologies can be classified as ‘appropriate’, focused on basic needs of water, sanitation and agriculture, and many have origins in IKS that survived. Thus, IKS must be validated, exploited and integrated into AT innovation and development.",signatures:"John Tharakan",downloadPdfUrl:"/chapter/pdf-download/56259",previewPdfUrl:"/chapter/pdf-preview/56259",authors:[{id:"198534",title:"Prof.",name:"John",surname:"Tharakan",slug:"john-tharakan",fullName:"John Tharakan"}],corrections:null},{id:"56601",title:"Revisiting Indigenous Biotic and Abiotic Weather Forecasting for Possible Integration with Scientific Weather Prediction: A Case from the Borana People of South Ethiopia",doi:"10.5772/intechopen.69887",slug:"revisiting-indigenous-biotic-and-abiotic-weather-forecasting-for-possible-integration-with-scientifi",totalDownloads:1656,totalCrossrefCites:0,totalDimensionsCites:1,hasAltmetrics:0,abstract:"This study assesses how Borana herders make weather forecast using abiotic and biotic indicators. Survey questionnaire, observations, focus group discussions, and key informant interview were employed to obtain data. Field data were analyzed and interpreted using appropriate analytical tools and procedures. The result revealed that the Borana herders have time-tested weather forecasting experience of using astrological, intestinal, plant, and animal body language indicators. Astrological and intestinal readings that need special training and local expertise are known as Urgii Elaltus and Uchuu, respectively. Forecast information is disseminated using the Borana sociocultural institutions. Based on the disseminated forecast information, the Borana herders take measures such as strengthening enclosure, storing hay, migrating with animals, destocking, and changing schedules of social and cultural festivities such as wedding. The precision and credibility of traditional weather forecast steadily declined and led to repeated faulty predictions. Poor documentation and knowledge transfer system, influence of religion and modern education, premature death of forecast experts, and expansion of alcoholism were identified as causes undermining the vitality of Borana indigenous weather forecast. It is high time that the tenets of indigenous weather forecasting be assessed scientifically and be integrated into the modern science of weather forecasting before they vanish.",signatures:"Desalegn Yayeh Ayal",downloadPdfUrl:"/chapter/pdf-download/56601",previewPdfUrl:"/chapter/pdf-preview/56601",authors:[{id:"198164",title:"Dr.",name:"Desalegn",surname:"Ayal",slug:"desalegn-ayal",fullName:"Desalegn Ayal"}],corrections:null},{id:"56510",title:"Role of Traditional Ethnobotanical Knowledge and Indigenous Institutions in Sustainable Land Management in Western Highlands of Kenya",doi:"10.5772/intechopen.69890",slug:"role-of-traditional-ethnobotanical-knowledge-and-indigenous-institutions-in-sustainable-land-managem",totalDownloads:2594,totalCrossrefCites:4,totalDimensionsCites:5,hasAltmetrics:1,abstract:"The objective of this chapter is to elucidate the relevance of indigenous knowledge and institutions in natural resource management using western highlands of Kenya as a case study. The research design was a mixed method, combining qualitative and quantitative methods. A total of 350 individuals (comprising farmers, herbalists and charcoal burners) from households were interviewed using a structured questionnaire, 50 in-depth interviews and 35 focus group discussions. The results show that indigenous knowledge and institutions play a significant role in conserving natural resources in the study area. There was gender differentiation in knowledge attitude and practice (KAP) of indigenous knowledge as applied to sustainable land management. It is recommended that deliberate efforts should be put in place by the County Governments to scale up the roles of indigenous institutions in managing natural resources in the study area.",signatures:"Chris A. Shisanya",downloadPdfUrl:"/chapter/pdf-download/56510",previewPdfUrl:"/chapter/pdf-preview/56510",authors:[{id:"200734",title:"Prof.",name:"Chris",surname:"Shisanya",slug:"chris-shisanya",fullName:"Chris Shisanya"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"8522",title:"Indigenous, Aboriginal, Fugitive and Ethnic Groups Around the Globe",subtitle:null,isOpenForSubmission:!1,hash:"500f04edfaf31487a6637ec914cff04d",slug:"indigenous-aboriginal-fugitive-and-ethnic-groups-around-the-globe",bookSignature:"Liat Klain-Gabbay",coverURL:"https://cdn.intechopen.com/books/images_new/8522.jpg",editedByType:"Edited by",editors:[{id:"257515",title:"Dr.",name:"Liat",surname:"Klain Gabbay",slug:"liat-klain-gabbay",fullName:"Liat Klain Gabbay"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophile",surname:"Theophanides",slug:"theophile-theophanides",fullName:"Theophile Theophanides"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. 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Everybody should have an access towards adequate amount of food that can be ensured through food security. Therefore, the concept regarding the food security has utmost importance for developed and developing nations. It measures that every individual has access to the food that fulfils the food safety and quality standards. Food availability, access, utilization and stability are the pillars of the food security. These pillars are being affected due to various factors such as natural disasters, poor agricultural and post-harvest practices, climate change and poor manufacturing and marketing strategies. The role of all these factors will aim to fall in the scope of this book.
\r\n\tFood insecurity results in fear of hunger and starvation that ultimately affects one’s ability to work for sustainability and economic growth of the country. In addition to this, food insecurity results in various chronic diseases due to reduce immunity that ultimately, a burned on the county economy. Therefore, this book will intend to discuss in detail about the food insecurity challenges and their effect on the quality of life. This book will also aim to provide an overview about the new trends and future prospective that help to resolve the food security issues.
Microalgae are a large diverse group of microorganisms comprising photoautotrophic protists and prokaryotic cyanobacteria—also called as blue-green algae. These microalgae form the source of the food chain for more than 70% of the world’s biomass [1]. Microalgae are single-celled, microscopic photosynthetic organisms, found in freshwater and marine environment. They produce compounds such as protein, carbohydrates, and lipids. Mostly, microalgae are photosynthetic microorganisms; it does not contain cell organelles unlike land plants. They use the carbon from air for energy production.
\nMicroalgae can be cultivated photosynthetically using CO2, solar energy, and water. It can be cultivated in shallow lagoons, marginal ponds, raceway ponds, or artificial tanks. The use of plastic tubes/reactors in pond system can achieve up to seven times the production efficiency compared to open culture system [2].
\nThere are more than 300,000 species of microalgae, out of which around 30,000 are documented. They live in complex natural habitats and can adapt rapidly in extreme conditions (in variation of extreme weather conditions). This ability makes them capable to produce secondary metabolites, with novel structure and biologically active functions.
\nMicroalgae produce some useful bio-products including β-carotene, astaxanthin, docosahexaenoic acid (DHA), eicosapentaenoic acid (EPA), bioactive and functional pigments, natural dyes, polysaccharides, antioxidants, and algal extracts. The first commercial cultivation of
Application of microalgae in various fields.
Algae are classified into many major groups, based on pigment composition, storage compound, and diversity in features of its ultrastructure. However, advance molecular biology-based techniques are nowadays used to check the relation between taxonomic groups and families of the specific class.
\nThe global market value of microalgae is estimated to be around US$ 6.5 billion, out of which about US$ 2.5 billion is generated by the health food sector, US$ 1.5 billion by the production of DHA, and US$ 700 million by aquaculture. The annual production of microalgae is approximately 7.5 million tons.
\nThe diversity of microalgae is vast and represents an intact resource. The scientific literature indicates the existence of 200,000 to several million species of microalgae when compared to about 250,000 species of higher plants [4].
\nGreen microalgae usually grow in freshwater and seawater, whereas several other species of microalgae grow in extremely saline environments, such as the Great Salt Lake in UT, USA, and the Dead Sea in Israel. Within these aqueous habitats, some algae grow inside the deeper waters, others populate the subsurface water column, and a few grow at the limits of the photic zone, 200–300 m below the water surface [5, 6, 7, 8]. The microalgae are small in size (mostly 5–50 μm) and characterized by a simple morphology, usually unicellular. Accordingly, most of the species are not observed as an individual cell/specimen but become noticeable only when it generates large colony, specially in the form of green, black, red, or brown patches on the water surface. Coastlines between 45 and 30°N are suitable regions for algal farming, in particular in those territories at the south of the Mediterranean that experience warmer climates and whose temperature does not go too much below 15°C throughout the year [2]. This type of warmer climate of the Mediterranean region can facilitate the algal growth in the open or closed pond system.
\nThe environmental parameters favorable for mass scale culture are explored by many counties. For example, Israel and few Mediterranean countries have explored specific parameters for each economically important alga and cultivating it by maintaining them artificially for mass scale production. Few advance countries have started culturing several microalgal strains of biofuel production, while countries like Libya, Cyprus, and Turkey also have plenty of marginal lands to harvest algae. For these countries a limited water resource is not a constraint as they are using recycled brackish or saline water. With the high temperatures in the Mediterranean region, the open or closed pond system would probably be the most efficient and suitable to grow algae.
\nTerrestrial microalgae belong primarily to three diverse evolutionary pedigrees: the blue-green algae (Cyanobacteria), the green algae (Chlorophyta and Streptophyta), and the diatoms (Bacillariophyceae, Ochrophyta) [9]. However, the species of green and blue-green algal group are the majorly studied group, taxonomically as well as with economical perspective. Nevertheless, the understanding of the patterns of geographical distribution in terrestrial algae is inadequate, mainly due to poor understanding of the diversity of these organisms [10].
\nMicroalgae have a wide range of industrial applications, in food industries, wastewater purification, and pharmaceutical formulations [11]. Microalgae can also be used for high-value food, health food for human, polysaccharides, food and fodder additives, cosmetics, antioxidants, anti-inflammatory objects, dyes and feed for aquaculture, and preparation of biofilms [3, 12, 13].
\nThe most widely used microalgae include Cyanophyceae (blue-green algae), Chlorophyceae (green algae), Bacillariophyceae (including diatoms), and Chrysophyceae (including golden algae). Table 1 highlights some major microalgal species, products, and their application.
\nGroup/species | \nExtract | \nUse/application | \n
---|---|---|
Phycocyanin, biomass | \nHealth food, cosmetics | \n|
Protein, vitamin B12 | \nAntioxidant capsule, immune system | \n|
Protein, essential fatty acids, β-carotene | \nHealth food, food supplement | \n|
Biomass, carbohydrate extract | \nAnimal nutrition, health drinks, food supplement | \n|
Carotenoids, β-carotene | \nHealth food, food supplement, feeds | \n|
Carotenoids, astaxanthin | \nHealth food, food supplement, feeds | \n|
Fatty acids, EPA | \nPharmaceuticals, cosmetics, anti-inflammatory | \n|
Polysaccharides | \nPharmaceuticals, cosmetics | \n|
Fatty acids | \nAnimal nutrition | \n|
Lipids, fatty acids | \nNutrition, fuel production | \n|
Immune modulators | \nPharmaceuticals, nutrition | \n|
DHA and EPA | \nFood, beverage, and food supplement | \n|
DHA | \nBrain development, infant health and nutrition | \n|
Biomass | \nFood for larval and juvenile marine fish | \n
Since the last 20 years, biotechnological and nutraceutical application of microalgae has focused specifically on four major microalgae: (a)
Spirulina is a prokaryotic cyanobacterium that has been commercially produced for over 30 years for uses including fish food, vitamin supplements, food dyes, aquaculture, pharmaceuticals, and nutraceuticals [15, 16].
Amino acids (g kg−1) | \n||
---|---|---|
Alanine | \n47 | \n48 | \n
Arginine | \n43 | \n36 | \n
Aspartic acid | \n61 | \n52 | \n
Cysteine | \n6 | \n4 | \n
Glutamic acid | \n91 | \n63 | \n
Glycine | \n32 | \n34 | \n
Histidine | \n10 | \n13 | \n
Isoleucine | \n35 | \n26 | \n
Leucine | \n54 | \n53 | \n
Lysine | \n29 | \n35 | \n
Methionine | \n14 | \n15 | \n
Phenylalanine | \n28 | \n31 | \n
Proline | \n27 | \n29 | \n
Serine | \n32 | \n28 | \n
Threonine | \n32 | \n27 | \n
Tryptophan | \n9 | \n6 | \n
Tyrosine | \n30 | \n21 | \n
Valine | \n40 | \n36 | \n
Photoautotrophic culture of
Composition content (% of DW) | \nGreen stage | \nRed stage | \n
---|---|---|
Proteins | \n29–45 | \n17–25 | \n
Lipids (% of total) | \n20–25 | \n32–37 | \n
Neutral lipids | \n59 | \n51.9–53.5 | \n
Phospholipids | \n23.7 | \n20.6–21.1 | \n
Glycolipids | \n11.5 | \n25.7–26.5 | \n
Carbohydrates | \n15–17 | \n36–40 | \n
Carotenoids (% of total) | \n0.5 | \n2–5 | \n
Neoxanthin | \n8.3 | \nn.d | \n
Violaxanthin | \n12.5 | \nn.d | \n
β-carotene | \n16.7 | \n1 | \n
Lutein | \n56.3 | \n0.5 | \n
Zeaxanthin | \n6.3 | \nn.d | \n
Astaxanthin (including esters) | \nn.d | \n81.2 | \n
Adonixanthin | \nn.d | \n0.4 | \n
Adonirubin | \nn.d | \n0.6 | \n
Canthaxanthin | \nn.d | \n5.1 | \n
Echinenone | \nn.d | \n0.2 | \n
Chlorophylls | \n1.5 | \n2 0 | \n
Component | \n|||||
---|---|---|---|---|---|
Protein | \n63 | \n7.4 | \n23.6 | \n64.5 | \n1.0 | \n
Fat | \n4.3 | \n7.0 | \n13.8 | \n10.0 | \n3.0 | \n
Carbohydrate | \n17.8 | \n29.7 | \n38.0 | \n15.0 | \n23.0 | \n
Chlorophyll | \n1.15 | \n2.2 | \n0.4 (red) 1.1 (green) | \n5.0 | \n1.8 | \n
Magnesium | \n0.319 | \n4.59 | \n1.14 | \n0.264 | \n0.2 | \n
B-carotene | \n0.12 | \n1.6 | \n0.054 | \n0.086 | \n0.42 | \n
Vitamin B1 (thiamin) | \n0.001 | \n0.0009 | \n0.00047 | \n0.0023 | \n0.004 | \n
Vitamin B2 (riboflavin) | \n0.0045 | \n0.0009 | \n0.0017 | \n0.005 | \n0.0006 | \n
Vitamin B3 (niacin) | \n0.0149 | \n0.001 | \n0.0066 | \n0.025 | \n0.025 | \n
Vitamin B5 (pantothenic acid) | \n0.0013 | \n0.0005 | \n0.0014 | \n0.0019 | \n0.0008 | \n
Vitamin B6 (pyridoxine) | \n0.00096 | \n0.0004 | \n0.00036 | \n0.0025 | \n0.0013 | \n
Vitamin B9 (folic acid) | \n0.000027 | \n0.00004 | \n0.00029 | \n0.0006 | \n0.0001 | \n
Vitamin B12 (cobalamine) | \n0.00016 | \n0.000004 | \n0.00012 | \n0.000008 | \n0.0006 | \n
Summary of referenced biochemical constitutions of average nutritional compositions (g per 100 g DW).
Adopted from [16].
As the human population continues to increase, the demand for nutritive food and health products increases concomitantly. The sources of nutritive biomass that can meet this demand are pursued rampantly. Their wide diversity, fast growth, and diverse uses make them easily accepted for commercial culture. Microalgae require much fewer resources as compared to other crops. The role of algae in human health and nutrition will continually increase with additional research in the areas of health benefits and culturing. The usage of currently produced algae primarily includes food, food additives, aquaculture, colorants, cosmetics, pharmaceuticals, and nutraceuticals. Very few algal species are being cultivated for human use. There are likely more species of algae that have not been identified than ones that have and those still numbers in the thousands. Therefore, the potential for algal use in the realms of food consumption, health supplements, energy production, and many more is likely to intensify in the years to come.
\nInformation Technology (IT) has already transformed into a business enabler and an intentional reason [1] in firms to date. However, the IT presence should get improved administration to cause more values [2] such as effective and efficient business processes, and profit growth [3]. Consequently, IT should replace from a business enabler to a business transformer as per IT ecosystem to convey the approach of IT services [4], in which IT does not only behave a driving instrument but also lets businesses innovate and disrupt customs to revitalize its presence inside the firm. In sequence, this revival will allow the firm to sustain its competitive advantage remains efficient [5].
Additionally, this chapter intends to verify the IT presence in terms of a business transformer in the firm operation [6, 7, 8] improving its performance. To do so, it needs a method to engineer the IT position in transforming the business. Also, the method is to show up the IT capitals bringing up more values. In other words, the method should involve a systems engineering viewpoint, which discloses prime thoughts of the systems approach such as holism, synthesis, interrelationships, along with the engineering-project-based estimates of system life cycle and requirements [9]. Likewise, the systems engineering utilizes an engineering design containing problem-solving, alternative solutions, solution selection, detailed model, model guard, and validated model [10].
Also, validating the chapter, the studies on the strength of resources on performance [11, 12, 13] turns into an essential theory to analyze IT systems as components of business completeness [14] because the studies emphasize on the resources an organization owns to promote its performance. This is in line with the intent of this chapter that also emphasizes that the business performance runs over IT resources owned [15, 16, 17]. Likewise, this chapter applies the Partial Adjustment Valuation (PAV) theory approach in congregating valuation methods among system components as promoted by [18, 19, 20]. Equally for the use of PAV in this chapter is the ability to relate between IT resources and the organizational performance mathematically. Thus, it is easier to trace the relationship of each component or subsystem for further synthesis.
Additionally, this chapter has continued the earlier studies addressing the IT value model from the ontological approach towards IT value engineering [21], the IT value model using a variance-based structural equation modeling (SEM) towards IT value engineering [22], engineering IT value in IT-based industries using PAV and RBV (Resource-Based View) approach [23], valuation methodology of IT value in the IT-based business [24], IT value engineering model and its optimum performance [25, 26], and hybrid configuration in IT value models [27]. The investigation leads IT to be valuable resources of the firm to revitalize the IT’s role through the IT value engineering model. Formerly, those studies had associated with a number of studies discussing the relationship between IT resources to business performance, such as [11, 12, 13, 17, 18, 19, 20, 28, 29]. Meanwhile, the IT value defined in this chapter is the added value in the form of a currency, which can also be expressed as the index ratio, generated due to the IT spending presence.
This chapter problem relates to past studies, which most of them had talked over the relationship between IT and the organization performance. Researchers identified the types of conclusion [8] about the relationship, where numerous conclusions show that the relationship might be positive [12, 13, 30], negative [3], and even neutral [11, 31], see Figure 1. Additionally, the positive relationship means that IT has a positive correlation to the organization to increase its business value and at that moment the negative is otherwise. The negative relationship shows in early empirical studies explaining the association between IT investment and organizational performance; they set off the controversy of the IT productivity paradox as Brynjolfsson’s (1993) conclusion [32].
The state of the art of ITVE.
In addition, the neutral relationship explicates that IT and business performance have no relationship in between as Strassman (1997) argued that there was no clear relationship between IT investment and a few measures of firm profitability, including return on asset, return on equity, and economic value added [11]. This chapter, further, addresses the positive relationship, although there are unfortunate situations where IT may have a negative impact as well [33].
The earlier studies, especially about the positive conclusion, have not yet talked about how to engineer the value of IT to deliver more benefits to the organization. On one hand, this issue is a complement study to the previous one because the chapter topic is a continual study of the past studies. On the other hand, also, this chapter may strengthen to close the past study, especially in terms of positive relationships between IT and the business performance, therefore, this chapter is to enrich and develop this domain further.
Additionally, the past studies seem like passive research, meaning that the work performed in the IT-equipped organization before. Consequently, the study has been simply conducted in conventional organizations and it has been less hard if it has maneuvered in a planned system. Therefore, the IT value engineering model chapter tries to offer a new approach to studying the role of IT within an organization. The approach initiates from RBV theory mentioning that the firm performance should root on the resources the firm owns, as the most famous fundamental theory in studying IT and organizational performance [13]. Then it explores sources of values of IT such that it can carry out a relationship formulation between IT value and the organization.
Figure 1 confirms to place this chapter among the others, which grounded on the earlier ones, nevertheless, with a different approach. For instance, from the subsystems point of views, this chapter solely resembles the Ravichandran’s model, which also took in four subsystems, namely IT resources, IS capabilities, IT support for core competencies, and firm performance [12]. Likewise, [34] exhausted four subsystems, although their nomenclature is different from Ravichandran’s. As for the other studies such as [11, 13] used three subsystems, namely IT resources, IT capability, and firm performance. However, [35] directly studied to link up between IT competency to firm performance, also [30, 36] simply studied between the data management capability to the performance as well as [18, 19, 20, 37, 38] researched the relationship between IT investment and public presentation. This chapter applies four subsystems based on RBV theory with their nomenclature as follows firm performance (FP), firm competence (FCC), firm capability (FC), and IT resource (ITR).
Furthermore, from an engineering point of views, the earlier studies generally exploited forward engineering, which begins from resources towards firm performance, while this chapter proposes reverse engineering for a serial configuration (see Figure 1), which begins from the required firm performance, afterwards, estimate the firm core competencies and firm capabilities to get IT resources composition. Also, from a methodological point of views, the earlier studies generally benefitted statistical approach or structural equation modeling (SEM) and RBV approach, excluding [18, 19, 20, 37, 38] who used PAV. This chapter appears with a different approach, whereas combining the earlier approaches such as RBV, PAV, and systems engineering at once. In other words, this chapter also carries the different final goal from the earlier ones, in which this chapter is to engineer IT resource about the required firm performance to let it performs at the lower cost.
Additionally, the chapter on the IT value was also conducted by the researchers such as [33] directing that the IT is an integrally part of a system of interrelated organizational factors, [39], who concentrated on the potential and realized IT values estimated by DEA (data envelopment analysis). Similarly, [6] estimated the IT business value by Cobb–Douglass function. Furthermore, [28, 40, 41] generally addressed the IT business value.
Meanwhile, to complete the chapter, the PAV [20] applies to correlate the subsystem input to its output. Additionally, the PAV usually operates with a static speed of adjustment or with a dynamic speed of adjustment in a researched object, on the contrary, in this chapter both the static and the dynamic speed of adjustment work together at a time in the PAV experiment. Likewise, thus far the PAV has applied in the country level study such as [18, 19, 20], however, this chapter tries to use the PAV at the firm level as the other study of the IT investment correlation to the firm productivity [8]. As for the chapter analysis, system engineering is to find this chapter because the IT value engineering essentially consists of subsystems such as electrical, computer, and value engineering. Likewise, the system engineering approach analyzes the chapter from both system engineering life cycle and model point of views.
In turn, the chapter result may turn away to become a framework to design an IT-based governing body by looking at several factors either internal or outside factors, including business environment ones. In other words, this chapter is an active chapter using its result, it can plan an organization as well as develop an established organization. Consequently, this chapter encompasses a broader domain of IT-based organization: established and planned systems.
Discussing a value means that it is addressing usefulness, worth, benefit. Furthermore, the value may disclose if there is an interaction between two or added systems or subsystems, in which one system works with the other one and vice versa, or the system works due to the other systems. Why would the systems mutually function? There is an energy that urges them to work, which is latterly called the value, usefulness, worth, benefit, competitive advantage, or other terms. In other words, this construction can facilitate accomplishing the stage of value creation by benefiting system processes.
There are various types of values such as normative value, realist value, and perceived value. Consecutively, the normative value relates to the required value as planned previously, the realist value pertains to the resulted value that comes from an accomplishment, and the perceived value is what consumer relatively perceives [16]. Additionally, if comprehended from cost management perspectives, the other types of values are the use value, meaning the value of the required function associated with the cost. Afterwards, the cost value, namely all cost values, dedicated to result in the item; the esteem value, means that the value of surplus cost to pay the additional items; the exchange value, namely the value of an item to exchange something else [42, 43].
Moreover, as a fundamental nature of the value definition of this research, the equation definition below bases further studies. This equation technically articulates a value (V) as an index resulted from a function (F) division by cost (C) as proposed by [44] as follows:
According to the formula, several efforts to bring the value gaining are:
For a similar function (F), diminish the cost (C) or
The cost (C) is stable, improve the function (F) or
The function (F) slightly reduced, the cost (C) significantly decreased or
The cost (C) a slight increase, the function (F) has increased significantly or
The function (F) increases while the cost (C) decreases.
It appears that by adjusting function and or cost, the system can control the value to ascend or descend consistent with what the purpose is, although, in practice, there are several considerations to essentially prepare in implementations [44].
As mentioned, the IT value may come from an estimate of the real worth, utility, or the IT system’s significance. This definition does not limit from what the worth, the utility, or the significance come from, thus, it does not prevent the multiple perspectives possibility. There is the stakeholder expectation such this, in turn, it influences the IT value achievement. In substance, value stems from the IT system to support the stakeholder aims attainment. For example, a debit card system that removes the requisite for cashiers to manually count cash may present cashiers with value since it lessens tension on their hands [45].
In addition, to explore the value of IT needs to investigate some scales reflecting these values. Accordingly, the metrics development is a necessity to measure IT values, however, there are certain criteria for the metric development as proposed by [45]. These criteria depart from selected questions that might be considered as follows:
What is the evidence to evaluate?
Where must valuation occur?
When must valuation occur?
How must valuations be interpreted?
It has been completely recognized that the IT value systems can manifest as a complex system consisting of various subsystems, components, subcomponents, and parts. Furthermore, as measuring the IT value, it is valuable to think about measurements that concentrate on. Definitely, the building of the metrics as a means to evaluate values results in a variety of problems, which necessitates doing so with care [45].
On the other point of view, the IT value study has to involve two sections: (i) IT variable, IT management variable or manifestation, and (ii) endogenous variable with IT economic impact [46]. Doing IT valuation involves complex issues, including social accomplishment so it requires over a period of time. Thus, this study should perform in an inclusive fashion such that the IT value research corresponds to an imperative flow of work that leads to business value. Likewise, there are economic associates of IT and its manifestations, and by itself, the scope of the research should restrict to examine the IT value to engineering it at the organizational level.
In the meantime, the IT resources that are subsequently delivering their capabilities can not create value for themselves within the organization. They need interaction with a business environment such that each will complement one another. As a result, IT infrastructures and organizational factors appear to work in a synergistic way, where these factors are part of the IT-based system consisting of IT human resources and IT management skills, rules, and policies. This is as the organizational system that comprises non-IT human resources and management skills, business procedures, information benefits, affiliation benefits, way of life, organization, and rules. In reality, IT is production machines, therefore, it generates value in the output configuration resulting in benefits due to business processing. In other forms, the value is apparent by itself in the form of process improvements such as saving time, process effectiveness, profitability, such as a higher return on assets, on investment, and consumer surplus such as higher customer satisfaction.
Furthermore, [34] stated that there are numerous factors in terms of the IT value creation chain that is essential and required conditions. Included in these conditions are the IS-strategy configuration, organizational restructuring, business process accomplishment, knowledge sharing, and IT management among others. Accordingly, those are critical in terms of the encouraging of the transformation process and renovation of the effectiveness of IT advantages. Additionally, there are four foremost subjects to demonstrate how IT value is shifting to describe, quantify and show it. The four subjects are (1) value IT-based co-creation, (2) IT embeddedness, (3) information approach, and (4) value extension.
The following stage of the IT value creation should concentrate on the co-creation of value by means of IT instead of IT value itself, further, it is called IT-based co-creation of value. While, the co-creation stands for the thought that (a) IT value cannot manifest in an isolated environment, it is progressively more being formed and accomplished due to actions of numerous parties, (b) value comes from strong joint associations among organizations, and (c) configurations and encouragements for the parties to contribute in and equitably assign emergent values are essential to keeping up co-creation. Moreover, IT embeddedness relates to the condition in which the IT is a central part of the process such that it turns into identical to the product. For example, the IT in a bank’s industry of instant credit check is intensely embedded in the loan endorsement process and hard to separate out. In other words, IT embeddedness is a fundamental model that attached to value co-creation, information mindset, and value expansion. Thus, it is plausible that preferred business capabilities drive IT embeddedness. Therefore, the effective convergence of preferred business capabilities and IT capabilities is a precondition “to realizing capabilities among organizations (co-creation), creating information value (information mindset), and ultimately realizing a wide repertoire of value (value expansion)” [34].
Tohidi (2011) stated that the idea of value engineering is to employ the projects, strengthen accomplishment and diminish costs in all life cycles of the projects. In this case, the lifetime value of the engineering project with the productivity increment can result in the value of the project, namely the output to the input ratio. Hence, the value engineering application is boiling down to performance improvement of inputs and outputs, by applying a theoretical approach of value engineering processes together with project management, project analysis, value analysis, and value management. Additionally, he mentioned that value engineering is constantly dealing with the growth of technology, reducing the unnecessary costs that do not relate to improving the products or services quality. Reducing costs in conventional point of views do not associate with creativity, it only refers to familiarities, feelings, and practices. On the contrary, in value engineering, the usage of knowledge, the problem recognition, the method of problem-solving, the development of the creative solutions could combine to develop comprehensive approaches [47].
Additionally, value engineering is a structured method to investigate the systems function and its completeness in dealing with a systems fundamental function accomplishment at the lowest cost. However, the functions of systems consistently keep up a better performance, trustworthiness, quality, and security [48]. Consequently, the value engineering process arrives at success if it is to discover opportunities to diminish needless costs and at the same time it is able to keep up and raise quality, consistency, accomplishment, and other customer needs on products or services. In terms of IT value, the IT generally boils down on the effectiveness and efficiency of processes, including achieving the best organizational performance. In other words, IT should disseminate value-added advantages through strategic alignment with the organizations.
Essentially, the IT presence within an organization is the norm for the era that is so, there is no one business organization that does not exploit the IT, where the simple difference is the amount of IT capacity. Empirically, such circumstances are something that is unquestionable, but the problem now is how to place the IT position within the business organization with the aim of its presence increasingly contribute enormous weights to the organization performance. Thus far, the IT inclusion in organizations is due to the demands of the times as technology-driven instead of market-driven, it is more emphasis on administrative rather than business development activities. Therefore, this chapter attempts to reposition IT as a means to improve competitive advantages of firms as indicated in Figure 2, which appears that IT should set it on the layer where is as the engineering processes culmination that preceded by electrical, computer, software, systems, and a complex system engineering to lead generating an IT value engineering.
IT value engineering position in an organizational environment.
Intrinsically, IT value engineering positions the IT at the more well-organized since it can go through an engineering process to create additional significant values as a continuation value generated on the preceding layers (see Figure 2). In other words, IT value engineering is the added value due to the engineering of the systems consisting of value, software, computer, electrical engineering. Meanwhile, the organizational environment is a circumstance where a firm should perform its business here, which are competitive forces including risks due to the business activities. The organizational environment should controllable to continue firm’s existence in business turbulence to sustain its competitive advantages, which are consisting of six categories, namely cost, differentiation, focus, execution, knowledge, and maneuverability advantages [5]. In this study, the competitive advantage that becomes a highlight is a cost-competitive advantage, which can result from the IT value engineering through a system optimization effort.
Furthermore, the IT value engineering has presented in an IT-based firm (see Figure 2), which is a firm that its core business has two wide-ranging groups of products and services, namely lifespan application development and support services and production processes [5] or industrial products and services that catch, transmit and display data and information by electronic means [49]. In the meantime, using RBV theory, this chapter departs from firm performance towards IT resources instead of the regular RBV, which originates from the resources to the firm performance in terms of the serial configuration.
This chapter proposes to structure the four subsystems of the RBV-based result, namely firm performance (FP), firm competence (FCC), firm capability (FC), and IT resource (ITR) to accomplish the rigorous IT value engineering concept by considering the nature of VRIN (valuable, rare, inimitable, non-substitutable) IT resources. In this case, each subsystem needs to identify its measures, which facilitate to determine the characteristics of the subsystem to build relationships with other subsystems or between the subsystem input and output [50]. Therefore, the FP typically addresses financial and efficiency performance, which manifests in, such as time-to-market and mass customization [51], profitability containing return on investment, return on asset, return on equity [16, 52]. While the FCC emphasizes to a firm’s core competence as the learning process ability to manage various resources and technology within the firm [53], consisting of three components: IT knowledge, IT operations, and IT objects. IT knowledge is the extent to which a firm possesses a body of technical knowledge about objects such as computer-based systems, while IT operations are the extent to which a firm utilizes IT to manage market and customer information. IT objects represent computer-based hardware, software, and support personnel [35].
Moreover, FC focuses on the assembling and installing IT-based resource capabilities to work together with the other resources in the firm [11] controlled by IT infrastructures, managed IT skills, and collaboration between IT and business [54]. The three measures combination can result in the firm capability, hence, it can create the VRIN IT resources, which also consist of IT infrastructure as tangible resources, human IT resources representing technical and managerial IT skills, and intangible IT-enabled resources such as knowledge assets, customer orientation, and synergy [11].
Preferably, to construct an IT spending model system, each measure or component of the subsystems relates one to another is not only qualitatively rational, but also quantitatively plausible as issued by [8]. However, to quantitatively plausible, the subsystems should also have complete measures that can manifest in a mathematical model. As proposed above, the mathematical formula to construct the relationship in this research is the partial adjustment valuation theory [20], which involves Cobb–Douglas production transformation as the input function.
Dedrick et al. (2003) stated that the failure of the subject area of the relationship between IT spending and the output performance at the firm level occurred due to the difficulty of quantifying measurement between these quantities [8]. Therefore, the chapter tries to do so by PAV. In this case, Nerlove (1958) was a developer of the origin of PAV theory and further developed by the researchers as it is today. The theory tells that the change in real output of a production process generally does not precisely fit the desired output alteration. The alteration measurement is in the present (t), compared with the previous period (t-1) for the real alteration and the desired alteration, which it is clear that there must be a coefficient bridging the relationship between the two alterations called a constant speed of adjustment [19, 20]. Therefore, if written in a mathematical formula, the theory manifests as follows:
It seems that yt is the real output of a production process unit, for example, a firm, in time t, as for yt-1 is the real output of the equal production process unit at time t – 1. While yt* is the desired output of the production process unit at time t, and μ is the coefficient depicting a constant speed of adjustment [20]. In an estimation process, an old-fashioned random error symbolized by ϵt needs to consider completing the formula. Consequently, Eq. (2) manifests as follows:
Whereas ϵt = conventional error. It appears that the real output is equal to the weighted average of the current desired output – with the weights μ – and the real output at a past time, with weights 1-μ. Furthermore, Lin and Kao (2014) suggested that μ in Eq. (2) and (3) can vary and be dynamic, therefore, μ may convert to μt where t represents fluctuations in time for the dynamic and μ for the constant or static. This scheme aims to provide more meaning of μ, for instance, the dynamic μ represents the speed of adjustment behavior in connecting the real output alteration with alterations in the desired one. In other words, these two alterations in output comprehend the dynamic nature of μ. Later, the scheme also exhibits the other signification of the state for further exploration [20].
At that time, the writing the equation above can turn to the subsequent Eqs. (4) and (5) [19, 20]:
Here f(Xt,β) is the alternate function of the desired output (yt*), which manifests in the form of a production function [8, 18, 19, 37, 38]. Accordingly, Xt could consist of a vector of production such as the regular capital (Kt), the regular labor expense (Lt), and the technology spending, in this study related to IT spending (It). For the benefit of variable estimation of the production function, it may consist of two compositions. The first is K, L, and I combination to accommodate the factors of capital, labor, and IT spending immediately, and the second is K and L combination that accommodates the factors of capital and labor. Thus, there are two models: Xt = (Kt, Lt, It) and Xt = (Kt, Lt) while β is the unknown parameters [19, 20].
Meanwhile, the function μt = g(St; γ) represents a dynamic speed of adjustment that accommodates variables, which fluctuate along with the different fluctuations of the required output such as return on equity (ROE). The magnitude of μt or μ is in the range of 0 and 1 [20], where the value of 0 means that the real output at time t is precisely equal to the real output of the previous period, t-1. While if 1 indicates that the real output is equivalent to the desired output. Conversely, μt is a St function, a vector of the variable, affecting the speed of adjustment of a firm, and γ is the unknown parameters. Therefore, to return to the original PAV theory, Eq. (4) is as follows:
Essentially the production function of the Eq. (4), namely f(Xt,β), can originate from various production functions such as the Cobb–Douglas (CD), the Box–Cox, the Box–Tidwell, the translog, and the constant elasticity of substitution functions [18, 19, 20, 37, 38]. The work may select all or a number of them as a test target. For that reason, this study just exploits the CD production function to substitute f(Xt,β) in Eq. (4). While, the CD equation is equally in the Eq. (7) below [18]:
The Eq. (7) presents the CD function with Xt consisting of production factors Kt, Lt, and It. Kt is the regular capital, Lt is the regular labor expense, and It is IT capital over time. In other words, Eq. (7) takes into account the IT capital inclusion. Meanwhile α, β1, β2, and β3 are the unknown parameters and vt ∼ N(0, σv2), and ut ∼ |N(0, σv2)|. In addition, to estimate these parameters performs in an estimation process. Equally for the CD function without It presence is as follows in Eq. (8):
Justification of the Eq. (8) is equivalent to the Eq. (7), apart just the It absence. While the Eq. (5), the speed of adjustment, can display as in Eq. (9) [20]:
Here μt is the dynamic speed of adjustment, and St is the dynamic factor that can manipulate the dynamics of μt suitable to the time-varying. Likewise, it may show as variances between the actual and the estimable variables of the firm. Furthermore, researchers provide a number of measures to fill these factors with various variables St, for example, return on equity, interest rate, firm size, growth option, economic value-added, and Tobin q [19, 20]. While γ1 and γ2 are the unknown parameters.
Moreover, if the Eqs. (7) and (9) substitute components of the Eq. (6), it produces an Eq. (10) as follows:
The Eq. (10) is for the three-factor production function, namely Kt, Lt, and It. It looks that the equation above is analogous to the Eq. (6), except that the production function, namely f (Xt, β), has converted to the Cobb–Douglas function [see Eq. (7)] and the speed of adjustment μt replaced by the Eq. (9). The variables and parameters justification of the equation is equivalent to the preceding equations, which substitute it. Meanwhile, for the two-factor function [Eqs. (7) and (8) substituted into the Eq. (6)], the equation becomes Eq. (11) as follows:
The equation justification is also analogous to the Eq. (10), except just the It absence. Furthermore, the Eqs. (10) and (11) are non-linear equations, their solution must also exploit a non-linear least square (NLS) application [20].
The first method of the ITVE is the meta-analysis approach, where the study concerns with the previous results in the analogous context, namely the relationship between IT resources and business performance. The method enriches the study since various validated hypotheses provide the researcher with strengthening the topic justification, therefore, the study can lead to conclude towards the objective of the chapter qualitatively [13]. In addition, this technique authorizes authors to study several papers addressing the IT value to the business performance relationship from the RBV point of view. Consequently, based on a number of the previous papers, particular topics such as IT resources, firm capabilities, firm core competencies and firm performance are categorically recognizable, where each group has to have relationship one to another for what this relationship leads to a means to link one category to another to construct a model of the IT value. Essentially, the resulting model is not only based on the meta-analysis approach, but also based on the RBV theory.
This method addresses PAV theory, which is linked components of each subsystem to investigate the correlation between IT resources and business performance. This section first reviews the PAV utilization in this chapter through the theory experimentally of the real facts to measure several IT-based firms using the PAV approach to examine the level of the IT value within each firm.
According to the meta-analysis, to create conceptual models, which involves logical and mathematical relationships, this method facilitates to develop two types of the model. The first model of IT value or the three-factor model is through substituting the Eq. (6) by the Eq. (7) and (9). Hence, the first model changes to the Eq. (10) above, which is the partial adjustment with Cobb–Douglas (CD) production function is inside and implying Kt (regular capital), Lt (labor expense), and It (IT spending) factors.
Meanwhile, through substituting the Eq. (6) by the Eq. (8) and (9) can create the second model of IT value (Kt and Lt) or the two-factor model as comprehended in the Eq. (11) above. Once again, both the Eqs. (10) and (11) are non-linear equations, thus, to estimate them must also use a non-linear least square (NLS) [20].
This study selects the return on equity (ROE) [20] as a component of the dynamic factor of the speed of adjustment since the ROE has an adjacent relationship to the regular capital (K), which is the firm equity, thus, the ROE can seem more representative as a dynamic factor (St) in this study than the others. Also, in order for the fluctuation rhythm of the K to compensate by the ROE fluctuation. While the ROE is a gain for the year of the parent firm divided by total equity of the parent firm at year-end December. Thus, the ROE becomes a dynamic factor (St, t is a period of time) of μt (the speed of adjustment) function to signify the dynamics of the speed of adjustment as comprehended in the Eq. (5) or (9). As for the static speed of adjustment, the Eq. (5) or (9) is equal to a constant, which is estimable in the non-linear least squares (NLS) estimation process. Moreover, the production function of the Eq. (4) devotes to the Cobb–Douglas (CD) function as explicated in the Eq. (7) and (8) above due to its simplicity and familiarity in production function transformations [18, 55].
For the purpose of assessment to separate the presence (with Iit) and the absence (without Iit) of the IT capital in the PAV approach, the estimate works on both Xit = (Kit, Lit, Iit) and Xit = (Kit, Lit). Here i = 1, …, r = 8, for example, for the number of testing firms, and t = 1,…, s = 11, for example, for the period of testing data, such as from 2004 to 2014. It is a time-varying, hence, the system is dynamic, therefore, for that reason, the study models can apply both Eqs. (10) and (11), however, caused the equations to overparameterize due to nonlinear, the estimate also needs the nonlinear least squares (NLS) application [20].
The Eqs. (10) and (11) estimation results in the unknown parameters, including γ1 and γ2 of the Eq. (9) for the dynamic speed of adjustment, while the static speed of adjustment is constant for all periods t. Therefore, the dynamic speed of adjustment as in the Eq. (9) is estimable to assess the dynamics of the μit. In addition, due to covering a period of time, the μit has the average speed of adjustment (ASA) as well. Assume γi estimate as
At this point, g(Sit;
In order to evaluate the change of the firm performance due to IT spending, Lin and Kao (2014) proposed the performance measures (PM) of the dynamic (μit) and static (μi) speeds of partial adjustment evaluate the performance change of the processing unit tested. This measurement manifests in Eq. (13) below [19, 20]:
To estimate the parameter γ and β, both parameters further designated to become
In this case, PVit is performance values of the processing unit or the firm. If averaged, the Eq. (14) results in:
Both the Eqs. (14) and (15) result in the currency value, however, that is further common, it would be superior if presented in the form of an index ratio. Consequently, PVit should be divided by the real output (yit), instead of a “devisor” (
The average value (APR) of Eq. (16) appears as using the subsequent formula:
Using this method, it is plausible to consider the amount of value between the IT capital presence and its absence within a capital expenditure of the firm. In other words, the IT value model using the PAV guides the study to comprehend the value of IT.
In order to evaluate the change in the firm performance due to IT spending, Lin and Kao (2014) proposed the performance measures (PM) of the dynamic (μit) and static (μi) speeds of partial adjustment to evaluate the performance change of the processing unit tested. This measurement manifests in Eq. (18) below [19, 20]:
To estimate the parameter γ and β, both parameters further designated to be
In this case, PVit is the performance values of the processing unit or the firm. If averaged, the Eq. (19) results in:
Both the Eqs. (19) and (20) result in the currency value, however, that is further common, it would be superior if presented in the form of an index ratio. Consequently, PVit should be divided by the real output (yit), instead of a “devisor” (
The average value (APR) of Eq. (21) is calculated using the subsequent formula:
Using this method, it is plausible to consider the amount of value between the IT capital presence and the absence of it within a capital expenditure of the firm. In other words, the IT value model using the PAV guides the study to comprehend the value of IT.
In essence, the applied method in this chapter is identical to the abovementioned method, namely starting from the structure of the conceptual model of IT value consisting of two types of models: three and two-factor models up until valuation of performance measures. However, the difference is simply on the goal, namely the earlier method aims to examine the PAV theory using the real facts to make sure that the IT inclusion in the business organization is material and valuable, while, this subchapter is to validate the resulted experiment data in several IT-based firms to certify that the PAV theory encounters the criteria of system measurements from a statistical point of views [8] to identify the level of the IT value of each firm. The validation is through model data examinations.
Here, the exploited data have been covering the period, for example, from 2004 to 2014, collected from the audited financial statements and the published annual reports. To compare between the presence (with It) and absence (without It) of the IT capital in the PAV approach [20], the estimation involves both Xt = (Kt, Lt, It), and Xt = (Kt, Lt) where t = 1…, 11 at the time of confirmed data from 2004 to 2014 for both static and dynamic speed of adjustment.
In reality, the adopted chapter method respects with the exposure of systems engineering processes offered by [50, 56], which is afterwards packaged in the method sequences as depicted below [10].
As mentioned, the primary problem of this chapter is how to carry out the need of worthy performance of the IT-based business organization to sustain competitive advantages by optimal costs, especially IT costs. Since this problem involves a variety of factors such as functional subsystems of RBV point of views, financial systems, competitive forces, business performance, risk management, resource management, and so forth. Accordingly, to solve this problem needs a systems engineering approach integrating various components into a unity solving the needed values.
In order to solve the problem, various alternative solutions could be a means to undo. Examples of the alternatives are with increasing the firm performance while the IT capital is constant, improving the IT competency and capability of the organization, and cost optimization by encouraging innovation, restructuring, IT cost-saving/ efficiency, and effective IT procurement. Indeed, each alternative has advantages and disadvantages, therefore, the preferred solution is all alternatives combinations to compile in a systems engineering process.
In the meantime, the preferred solution selected based on the five criteria that Kosky et al. (2013) initiated, namely “minimize information content, maintain the independence of functional requirements, ease of manufacture, robustness, and design for adjustability” [10].
According to [56], the systems engineering life cycle phases and the systems engineering method merges, which denotes that for each engineering phase of a horizontal nature, is vertically explored using these engineering models. This step is for concept development and engineering development phases, including each block of the phases. Meanwhile, the post-development phase is beyond this study. Consequently, the analytical results separated into two tables.
Furthermore, the information technology value engineering model exists to develop three types of models: parallel, serial, and hybrid ITVE. Likewise, their validation takes place to certify that the model is reasonable philosophically and technically.
The parallel model is in Figure 3 [25, 26]. This figure explicates that the principal subsystems of the model consist of firm performance (FP), firm core competence (FCC), firm capability (FC), and IT resource (ITR), which each subsystem links one to another in a parallel fashion. In a mathematical relationship, the parallel connection manifests an add operation (see Figure 3). It implies that the input (yt*) is proportionally divided into four sub-inputs, i.e. y*1t, y*2t, y*3t, and y*4t or yt* = y*1t + y*2t + y*3t + y*4t. Each subsystem has each speed of adjustment (μit, i = 1,2,3,4 and t = period), i.e. FP has μ1t, FCC has μ2t, FC has μ3t, and ITR has μ4t, whether static (constant) or dynamic [20]. Likewise, the output consists of four sub outputs, i.e. y1t, y2t, y3t, and y4t, which can appear as yt = y1t + y2t + y3t + y4t.
IT value engineering model in a parallel relationship [
Using the partial adjustment valuation approach [see the Eq. (3)], each subsystem could be mathematically revealed as follows [25, 26], see Figure 3:
Firm Performance (FP):
Firm Core Competence (FCC):
Firm Capability (FC):
Information Technology Resource (ITR):
If Eq. (24), Eq. (26), Eq. (28), and Eq. (30) are together added would result in Eq. (31) [25, 26]:
Where yt = the real output of period t, y1t = the real output of FP at period t, y*1t = the desired output (input) of FP, y1t-1 = the real output of the previous period (t-1), and μ1 = the constant speed of adjustment of FP. Similarly, y2t = the real output of FCC at period t, y*2t = the desired output (input) of FCC at period t, y2t-1 = the real output of the previous period (t-1), and μ2 = the constant speed of adjustment of FCC. Afterwards, y3t = the real output of FC at period t, y*3t = the desired output (input) of FC at period t, y3t-1 = the real output of the previous period (t-1), and μ3 = the constant speed of adjustment of FC. Finally, y4t = the real output of ITR at period t, y*4t = the desired output (input) of ITR period t, y4t-1 = the real output of the previous period (t-1), and μ4 = the constant speed of adjustment of ITR.
Instead of the parallel fashion, the serial ITVEM appears, in which to do so, suppose the Eq. (24), the Eq. (26), the Eq. (28), and the Eq. (30) exhibit in a serial relationship (see Figure 4), with an assumption that each output of a subsystem fully becomes an input of the subsequent ones, the end result is as Eq. (32) [25, 26].
IT value engineering model in a serial relationship [
As for the explanation of the symbols is equal to the parallel ITVE.
The hybrid configuration [27] is an option for structuring each subsystem in the chapter. Figure 5 explicates that the principal subsystems of the model consist of ITR, FC, FCC, and FP. It appears that the resources are the ITR consisting of the regular capital (Kt), the regular labor expense (Lt), and the technology spending, in this chapter related to IT spending (It). Furthermore, the resources become inputs of the FC subsystem as Kcap, Lcap, and Icap to be processed in resulting the FC output, viz. wmt (m = 1,2,3) or w1t, w2t, and w3t, see Figure 5. Likewise, the resources also become inputs of the FCC subsystem as Kcom, Lcom, and Icom to be processed in resulting the FC output, viz. vjt (j = 1,2,3) or v1t, v2t, and v3t, see Figure 5. Moreover, the output of both FC and FCC turn into the input of the FP. In other words, (w1t, w2t, w3t) and (v1t,v2t, v3t) appear as inputs of the FP.
IT value in the hybrid configuration [
Therefore, the PAV model of the hybrid configuration (see Figure 5) is as follows [27]:
Firm Capabilities “cap” (FC):
or
Where wmt = the real output of FC at period t, μm = the constant speed of adjustment of FC, αm = a constant of Cobb–Douglas function; β1, β2, and β3 are input elasticity of production factors regarding the regular capital (K), the labor expense (L), and the IT capital (I), and wmt-1 = the real output of the previous period (t-1). Hence, if the FC consists of three variables (m = 1, 2, and 3), viz. IT infrastructures, IT managerial skills, and Collaboration [54], thus each variable has output as follows [27].
IT infrastructures (w1t):
IT managerial skills (w2t):
Collaboration (w3t):
Firm Core Competence “com” (FCC):
or
Where vjt = the real output of FCC at period t, λj = the constant speed of adjustment of FCC, λj = a constant of Cobb–Douglas function; σ1,σ2, and σ3 are input elasticity of production factors regarding the regular capital (K), the labor expense (L), and the IT capital (I), and vjt-1 = the real output of the previous period (t-1). Hence, if the FCC consists of three variables (j = 1, 2, and 3), viz. IT knowledge, IT operations, and IT objects [35], thus each variable has output as follows [27].
IT knowledge (v1t):
IT managerial skills (v2t):
Collaboration (v3t):
Firm Performance “per” (FP):
or
Where znt = the real output of FP at period t, ηn = the constant speed of adjustment of FC, γn = a constant of Cobb–Douglas function; ϕ1 and ϕ2 are input elasticity of production factors regarding the FC output (w1t,w2t,w3t) and the FCC output (v1t,v2t,v3t), and znt-1 = the real output of the previous period (t-1). Hence, if the FP consists of three variables (n = 1, 2, and 3), viz. ROE, ROA, and Revenue [16], thus each variable has output as follows [27].
ROE (z1t):
ROA (z2t):
Revenue (z3t):
The ITVE optimization involves the cost minimization in accordance with the major problem of this research to raise the firm performance at optimal cost [26]. To do so, it needs several assumptions [57] along with the optimization process. For example, the Cobb–Douglas production function [20] replaces each the desired output (the starred y*it, i = 1, 2, 3, 4 and t = 1, …, 11, for example) of subsystems. The Cobb-Douglass function is as follows:
Whereas y*it = the desired output with i = subsystem and t = period, Kit = the regular capital, Lit = the labor expense, Iit = the IT capital, α = total factor productivity, and β1, β2, β3 = the output elasticity of the regular capital, the labor expense, and the IT capital. Therefore, the partial adjustment for each subsystem is as follows (to simplify, i is disappearing):
Whereas μt is the static speed of adjustment and yt-1 is the revenue in the earlier period. Additionally, for cost minimization, the partial derivatives of the Eq. (48) should fulfill these conditions [58, 59]:
If the Eq. (49) is mathematically derived to K, L, and I, it respectively results in the following equations (whereas p1, p2, and p3 are added to the equations as unit prices of the regular capital (K), the labor expense (L), and the IT capital (I):
Using the Eq. (50) prerequisites, the Eq. (51) = the Eq. (52) = the Eq. (53), further equations arise as follows:
If the Eq. (49) is substituted by the Eq. (54) such that the new equation appears in the regular capital (K) variable, the equation is as Eq. (55) and afterwards simplified to become Eq. (56).
Furthermore, the Eq. (56) becomes K variable as in Eq. (57) and afterwards simplified as in Eq. (58) as follows:
Using the equivalent way, the variable L and I can become as follows:
If K, L, and I are multiplying p1, p2, and p3 as unit prices respectively, then it appears as follows:
Moreover, the Eqs. (61), (62), and (63) substituted into Eq. (64), the total cost of yielding y units in the low-cost technique manifest as the Eq. (64) and (65).
Where B:
Whereas p1, p2, and p3 is unit prices of the regular capital (Kt), the labor expense (Lt), and the IT capital (It) respectively, yt is the real output of period t, yt-1 is the real output of earlier period t-1, and C is the total cost [26].
The significant problem surrounding this study is to sustain superior firm performance as desired at optimal costs due to the IT presence, which has inevitably become a need for running the business world. Numerous studies on the relationship of the firm performance of the IT resource were more focused on a statistical method that links between components using survey data. In essence, this study undertakes an analogous study, but with a different approach, namely, the systems engineering approach combined with RBV theory, systems engineering, the theory of partial adjustment, including the CD production function, which, in turn, lead to creating the ITVE. Furthermore, to create the ITVE, the followed stages are to build the conceptual model of the IT value based on the RBV theory, model experiment using PAV, validate PAV, model the ITVE, confirm the ITVE and study managerial impacts of the model.
The conceptual model of IT value has logically exemplified the relationship between ITR, FC, FCC, and FP in terms of competitive advantages. The theory of partial adjustment links logically the model, which formulates it in two types of models. Explicitly, the first model addresses PAV with the IT capital presence (with It) inside of its production function, and the second model with the IT capital absence (without It). The applied production function is the CD function while the dynamic factor component of the speed of adjustment is the ROE. However, it may be replaced by other dynamic factors.
The principal problem of this chapter is how to achieve the optimal resources, for instance, IT resource costs, for required business performance. By benefiting the earlier studies, namely the systems engineering methodology, the conceptual model of IT value, the RBV theory, and the PAV theory can solve this problem so that the solution results in the IT value engineering. Furthermore, using the analysis results, a synthesis work leads to composing a block diagram, which depicts a model in terms of the systems engineering of IT value engineering framework, which ultimately results in serial, parallel, and hybrid configurations. Likewise, by benefiting CD production function involved within PAV, the optimal cost of the required firm performance occurs. For that reason, it should surely be an experiment as a simulation on work mechanisms of the model. Consequently, the ITVE technically appears as a framework to study IT value models. However, in practice, this model contributes to managerial implications, which should reinforce the match between techniques and practices.
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Stawicki"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9066",title:"Wound Healing",subtitle:null,isOpenForSubmission:!1,hash:"a293ecd8c2655a402321dc30e0ffbf9a",slug:"wound-healing",bookSignature:"Muhammad Ahmad",coverURL:"https://cdn.intechopen.com/books/images_new/9066.jpg",editedByType:"Edited by",editors:[{id:"204257",title:"Dr.",name:"Muhammad",middleName:null,surname:"Ahmad",slug:"muhammad-ahmad",fullName:"Muhammad Ahmad"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7878",title:"Advances in Extracorporeal Membrane Oxygenation",subtitle:"Volume 3",isOpenForSubmission:!1,hash:"f95bf990273d08098a00f9a1c2403cbe",slug:"advances-in-extracorporeal-membrane-oxygenation-volume-3",bookSignature:"Michael S. 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These physiological events occur smoothly in normal healthy individual and/or under normal conditions. However, in certain cases, these molecular events are retarded resulting in hard-to-heal or chronic wounds arising from several factors such as poor venous return, underlying physiological or metabolic conditions such as diabetes as well as external factors such as poor nutrition. In most cases, such wounds are infected and infection also presents as another complicating phenomenon which triggers inflammatory reactions, therefore delaying wound healing. There has therefore been recent interests and significant efforts in preventing and actively treating wound infections by directly targeting infection causative agents through direct application of antimicrobial agents either alone or loaded into dressings (medicated). These have the advantage of overcoming challenges such as poor circulation in diabetic and leg ulcers when administered systemically and also require lower amounts to be applied compared to that required via oral or iv administration. This chapter will review and evaluate various antimicrobial agents used to target infected wounds, the means of delivery, and current state of the art, including commercially available dressings. Data sources will include mainly peer-reviewed literature, clinical trials and reports, patents as well as government reports where available.",book:{id:"5290",slug:"wound-healing-new-insights-into-ancient-challenges",title:"Wound Healing",fullTitle:"Wound Healing - New insights into Ancient Challenges"},signatures:"Omar Sarheed, Asif Ahmed, Douha Shouqair and Joshua Boateng",authors:[{id:"183108",title:"Dr.",name:"Joshua",middleName:null,surname:"Boateng",slug:"joshua-boateng",fullName:"Joshua Boateng"},{id:"183399",title:"Dr.",name:"Omar",middleName:null,surname:"Sarheed",slug:"omar-sarheed",fullName:"Omar Sarheed"},{id:"188082",title:"Mr.",name:"Asif",middleName:null,surname:"Ahmed",slug:"asif-ahmed",fullName:"Asif Ahmed"},{id:"188083",title:"Ms.",name:"Douha",middleName:null,surname:"Shouqair",slug:"douha-shouqair",fullName:"Douha Shouqair"}]},{id:"51825",doi:"10.5772/64611",title:"Roles of Matrix Metalloproteinases in Cutaneous Wound Healing",slug:"roles-of-matrix-metalloproteinases-in-cutaneous-wound-healing",totalDownloads:3598,totalCrossrefCites:17,totalDimensionsCites:35,abstract:"Wound healing is a complex process that consists of hemostasis and inflammation, angiogenesis, re-epithelialization, and tissue remodeling. Matrix metalloproteinases (MMPs) play important roles in wound healing, and their dysregulation leads to prolonged inflammation and delayed wound healing. There are 24 MMPs in humans, and each MMP exists in three forms, of which only the active MMPs play a role in the pathology or repair of wounds. The current methodology does not distinguish between the three forms of MMPs, making it challenging to investigate the roles of MMPs in pathology and wound repair. We used a novel MMP-inhibitor-tethered affinity resin that binds only the active form of MMPs, from which we identified and quantified active MMP-8 and active MMP-9 in a murine diabetic model with delayed wound healing. We showed that up-regulation of active MMP-9 plays a detrimental role whereas active MMP-8 is involved in repairing the wound in diabetic mice. These studies identified MMP-9 as a novel target for therapeutic intervention in the treatment of chronic wounds. A selective inhibitor of MMP-9 that leaves MMP-8 unaffected would provide the most effective therapy and represents a promising strategy for therapeutic intervention in the treatment of diabetic foot ulcers.",book:{id:"5290",slug:"wound-healing-new-insights-into-ancient-challenges",title:"Wound Healing",fullTitle:"Wound Healing - New insights into Ancient Challenges"},signatures:"Trung T. Nguyen, Shahriar Mobashery and Mayland Chang",authors:[{id:"183405",title:"Prof.",name:"Mayland",middleName:null,surname:"Chang",slug:"mayland-chang",fullName:"Mayland Chang"},{id:"191152",title:"Mr.",name:"Trung",middleName:null,surname:"Nguyen",slug:"trung-nguyen",fullName:"Trung Nguyen"},{id:"191153",title:"Prof.",name:"Shahriar",middleName:null,surname:"Mobashery",slug:"shahriar-mobashery",fullName:"Shahriar Mobashery"}]},{id:"63675",doi:"10.5772/intechopen.81208",title:"Wound Healing: Contributions from Plant Secondary Metabolite Antioxidants",slug:"wound-healing-contributions-from-plant-secondary-metabolite-antioxidants",totalDownloads:1309,totalCrossrefCites:7,totalDimensionsCites:20,abstract:"Plants by their genetic makeup possess an innate ability to synthesize a wide variety of phytochemicals that help them to perform their normal physiological functions and/or to protect themselves from microbial pathogens and animal herbivores. The synthesis of these phytochemicals presents the plants their natural tendency to respond to environmental stress conditions. These phytochemicals are classified either as primary or secondary metabolites. The secondary metabolites have been identified in plants as alkaloids, terpenoids, phenolics, anthraquinones, and triterpenes. These plant-based compounds are believed to have diverse medicinal properties including antioxidant properties. Plants have therefore been a potential source of antioxidants which have received a great deal of attention since increased oxidative stress has been identified as a major causative factor in the development and progression of several life-threatening diseases, including neurodegenerative and cardiovascular diseases and wound infection. Consequently, many medicinal plants have been cited and known to effect wound healing and antioxidant properties. This chapter briefly reviews antioxidant properties of medicinal plants to highlight the important roles medicinal plants play in wound healing.",book:{id:"7046",slug:"wound-healing-current-perspectives",title:"Wound Healing",fullTitle:"Wound Healing - Current Perspectives"},signatures:"Victor Y.A. Barku",authors:[{id:"261027",title:"Prof.",name:"Victor Y. A.",middleName:null,surname:"Barku",slug:"victor-y.-a.-barku",fullName:"Victor Y. A. Barku"}]},{id:"66793",doi:"10.5772/intechopen.85020",title:"The Impact of Biofilm Formation on Wound Healing",slug:"the-impact-of-biofilm-formation-on-wound-healing",totalDownloads:1405,totalCrossrefCites:7,totalDimensionsCites:15,abstract:"Chronic wounds represent an important challenge for wound care and are universally colonized by bacteria. These bacteria can form biofilm as a survival mechanism that confers the ability to resist environmental stressors and antimicrobials due to a variety of reasons, including low metabolic activity. Additionally, the exopolymeric substance (EPS) contained in biofilm acts as a mechanical barrier to immune system cells, leading to collateral damage in the surrounding tissue as well as chronic inflammation, which eventually will delay healing of the wound. This chapter will discuss current knowledge on biofilm formation, its presence in acute and chronic wounds, how biofilm affects antibiotic resistance and tolerance, as well as the wound healing process. We will also discuss proposed methods to eliminate biofilm and improve wound healing despite its presence, including basic science and clinical studies regarding these matters.",book:{id:"7046",slug:"wound-healing-current-perspectives",title:"Wound Healing",fullTitle:"Wound Healing - Current Perspectives"},signatures:"Rafael A. Mendoza, Ji-Cheng Hsieh and Robert D. Galiano",authors:[{id:"253607",title:"M.D.",name:"Rafael",middleName:null,surname:"Mendoza",slug:"rafael-mendoza",fullName:"Rafael Mendoza"},{id:"254018",title:"Dr.",name:"Robert",middleName:null,surname:"Galiano",slug:"robert-galiano",fullName:"Robert Galiano"},{id:"271116",title:"Mr.",name:"Ji-Cheng",middleName:null,surname:"Hsieh",slug:"ji-cheng-hsieh",fullName:"Ji-Cheng Hsieh"}]},{id:"63086",doi:"10.5772/intechopen.80215",title:"Medicinal Plants in Wound Healing",slug:"medicinal-plants-in-wound-healing",totalDownloads:2845,totalCrossrefCites:7,totalDimensionsCites:13,abstract:"Wound healing process is known as interdependent cellular and biochemical stages which are in trying to improve the wound. Wound healing can be defined as stages which is done by body and delayed in wound healing increases chance of microbial infection. Improved wound healing process can be performed by shortening the time needed for healing or lowering the inappropriate happens. The drugs were locally or systemically administrated in order to help wound healing. Antibiotics, antiseptics, desloughing agents, extracts, etc. have been used in order to wound healing. Some synthetic drugs are faced with limitations because of their side effects. Plants or combinations derived from plants are needed to investigate identify and formulate for treatment and management of wound healing. There is increasing interest to use the medicinal plants in wound healing because of lower side effects and management of wounds over the years. Studies have shown that medicinal plants improve wound healing in diabetic, infected and opened wounds. The different mechanisms have been reported to improve the wound healing by medicinal plants. In this chapter, some medicinal plants and the reported mechanisms will be discussed.",book:{id:"7046",slug:"wound-healing-current-perspectives",title:"Wound Healing",fullTitle:"Wound Healing - Current Perspectives"},signatures:"Mohammad Reza Farahpour",authors:[{id:"253340",title:"Prof.",name:"Mohammadreza",middleName:null,surname:"Farahpour",slug:"mohammadreza-farahpour",fullName:"Mohammadreza Farahpour"}]}],mostDownloadedChaptersLast30Days:[{id:"55736",title:"Haemodynamic Monitoring in the Intensive Care Unit",slug:"haemodynamic-monitoring-in-the-intensive-care-unit",totalDownloads:3316,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"Monitoring is a cognitive aid that allows clinicians to detect the nature and extent of pathology and helps assessment of response to therapy. The cardiovascular system is the most commonly monitored organ system in the critical care setting. It helps identify the presence and nature of shock and guides response to resuscitation by detection of cardiac rate and rhythm, evaluation of volume state, cardiac contractility and systemic vascular resistance. Newer technologies allow greater assessment of oxygen delivery to vulnerable tissues. We discuss the nature, history, modalities and interpretation of the most commonly available haemodynamic monitoring methods in clinical use currently.",book:{id:"5756",slug:"intensive-care",title:"Intensive Care",fullTitle:"Intensive Care"},signatures:"Mainak Majumdar",authors:[{id:"86678",title:"Dr.",name:"Mainak",middleName:null,surname:"Majumdar",slug:"mainak-majumdar",fullName:"Mainak Majumdar"}]},{id:"51825",title:"Roles of Matrix Metalloproteinases in Cutaneous Wound Healing",slug:"roles-of-matrix-metalloproteinases-in-cutaneous-wound-healing",totalDownloads:3598,totalCrossrefCites:17,totalDimensionsCites:35,abstract:"Wound healing is a complex process that consists of hemostasis and inflammation, angiogenesis, re-epithelialization, and tissue remodeling. Matrix metalloproteinases (MMPs) play important roles in wound healing, and their dysregulation leads to prolonged inflammation and delayed wound healing. There are 24 MMPs in humans, and each MMP exists in three forms, of which only the active MMPs play a role in the pathology or repair of wounds. The current methodology does not distinguish between the three forms of MMPs, making it challenging to investigate the roles of MMPs in pathology and wound repair. We used a novel MMP-inhibitor-tethered affinity resin that binds only the active form of MMPs, from which we identified and quantified active MMP-8 and active MMP-9 in a murine diabetic model with delayed wound healing. We showed that up-regulation of active MMP-9 plays a detrimental role whereas active MMP-8 is involved in repairing the wound in diabetic mice. These studies identified MMP-9 as a novel target for therapeutic intervention in the treatment of chronic wounds. A selective inhibitor of MMP-9 that leaves MMP-8 unaffected would provide the most effective therapy and represents a promising strategy for therapeutic intervention in the treatment of diabetic foot ulcers.",book:{id:"5290",slug:"wound-healing-new-insights-into-ancient-challenges",title:"Wound Healing",fullTitle:"Wound Healing - New insights into Ancient Challenges"},signatures:"Trung T. Nguyen, Shahriar Mobashery and Mayland Chang",authors:[{id:"183405",title:"Prof.",name:"Mayland",middleName:null,surname:"Chang",slug:"mayland-chang",fullName:"Mayland Chang"},{id:"191152",title:"Mr.",name:"Trung",middleName:null,surname:"Nguyen",slug:"trung-nguyen",fullName:"Trung Nguyen"},{id:"191153",title:"Prof.",name:"Shahriar",middleName:null,surname:"Mobashery",slug:"shahriar-mobashery",fullName:"Shahriar Mobashery"}]},{id:"63086",title:"Medicinal Plants in Wound Healing",slug:"medicinal-plants-in-wound-healing",totalDownloads:2845,totalCrossrefCites:7,totalDimensionsCites:13,abstract:"Wound healing process is known as interdependent cellular and biochemical stages which are in trying to improve the wound. Wound healing can be defined as stages which is done by body and delayed in wound healing increases chance of microbial infection. Improved wound healing process can be performed by shortening the time needed for healing or lowering the inappropriate happens. The drugs were locally or systemically administrated in order to help wound healing. Antibiotics, antiseptics, desloughing agents, extracts, etc. have been used in order to wound healing. Some synthetic drugs are faced with limitations because of their side effects. Plants or combinations derived from plants are needed to investigate identify and formulate for treatment and management of wound healing. There is increasing interest to use the medicinal plants in wound healing because of lower side effects and management of wounds over the years. Studies have shown that medicinal plants improve wound healing in diabetic, infected and opened wounds. The different mechanisms have been reported to improve the wound healing by medicinal plants. In this chapter, some medicinal plants and the reported mechanisms will be discussed.",book:{id:"7046",slug:"wound-healing-current-perspectives",title:"Wound Healing",fullTitle:"Wound Healing - Current Perspectives"},signatures:"Mohammad Reza Farahpour",authors:[{id:"253340",title:"Prof.",name:"Mohammadreza",middleName:null,surname:"Farahpour",slug:"mohammadreza-farahpour",fullName:"Mohammadreza Farahpour"}]},{id:"67217",title:"Nursing Implications in the ECMO Patient",slug:"nursing-implications-in-the-ecmo-patient",totalDownloads:2496,totalCrossrefCites:3,totalDimensionsCites:3,abstract:"Effective care and positive outcomes of the extracorporeal membrane oxygenation (ECMO) patient necessitate optimal interdisciplinary management from the healthcare team, including expert care from specially trained registered nurses (RNs). It is incumbent upon the RN caring for the ECMO patient to excel in both time management and assessment skills, as this population often demands care delivery at the pinnacle of intensive care unit (ICU) acuity. Astute and nuanced monitoring of neurological status, bleeding risk with potential (often massive) transfusions, poor hemodynamics, and integrity of the ECMO pump itself are only the few specialized areas of focus that must share priority with traditional nursing considerations involving the critically ill, such as prevention of pressure injuries and bloodstream infections. These high-intensity medical foci must be balanced with ethical considerations, as the ultimate goal of returning the patient to their normal life is not always possible. These demands highlight the dynamic proficiency of the RN caring for the ECMO patient. The following chapter will highlight the importance of specialized nursing care in the critically ill patient supported with ECMO.",book:{id:"7878",slug:"advances-in-extracorporeal-membrane-oxygenation-volume-3",title:"Advances in Extracorporeal Membrane Oxygenation",fullTitle:"Advances in Extracorporeal Membrane Oxygenation - Volume 3"},signatures:"Alex Botsch, Elizabeth Protain, Amanda R. Smith and Ryan Szilagyi",authors:[{id:"298623",title:"Mr.",name:"Alexander",middleName:null,surname:"Botsch",slug:"alexander-botsch",fullName:"Alexander Botsch"}]},{id:"66239",title:"Echocardiography Evaluation in ECMO Patients",slug:"echocardiography-evaluation-in-ecmo-patients",totalDownloads:2145,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"Extracorporeal membrane oxygenation (ECMO) is a special form of organ support for selected cases of cardiovascular and severe respiratory failure. Echocardiography is a diagnostic and monitoring tool widely used in all aspects of ECMO support. The pathophysiology of ECMO, and its distinct effects on cardiorespiratory physiology, requires an echocardiographer with high skills to understand the interaction between the ECMO and the patient. In this chapter, we present the main application of echocardiography in ECMO patients and some general concepts on the ECMO working. ECMO, such as the standard cardiopulmonary bypass employed in cardiac surgery, V-V (veno-venous), can support the insufficient respiratory system by oxygenating and removing carbon dioxide from the blood. VA-ECMO (venous-arterial) can support haemodynamics by providing mechanical circulatory assistance. Today, ECMO can be used as bridge to decision, waiting for the development of the clinical conditions to support with other devices the evolution of cardiorespiratory failure or stop the assistance. Echocardiography (transthoracic (TTE) or transoesophageal (TOE)) can be used primarily to take decisions regarding appropriateness of ECMO support, therefore to control cannula insertion and confirm final position, to modify number and position of the cannulae in case of malfunctioning of these, and, finally, to assess clinical progress and suitability for weaning from ECMO.",book:{id:"7878",slug:"advances-in-extracorporeal-membrane-oxygenation-volume-3",title:"Advances in Extracorporeal Membrane Oxygenation",fullTitle:"Advances in Extracorporeal Membrane Oxygenation - Volume 3"},signatures:"Luigi Tritapepe, Ernesto Greco and Carlo Gaudio",authors:[{id:"284893",title:"Prof.",name:"Luigi",middleName:null,surname:"Tritapepe",slug:"luigi-tritapepe",fullName:"Luigi Tritapepe"},{id:"294005",title:"Prof.",name:"Ernesto",middleName:null,surname:"Greco",slug:"ernesto-greco",fullName:"Ernesto Greco"},{id:"294006",title:"Prof.",name:"Carlo",middleName:null,surname:"Gaudio",slug:"carlo-gaudio",fullName:"Carlo Gaudio"}]}],onlineFirstChaptersFilter:{topicId:"173",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:89,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:31,numberOfPublishedChapters:314,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:11,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:105,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:18,numberOfOpenTopics:2,numberOfUpcomingTopics:1,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:14,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}},{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}}]},series:{item:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403",scope:"Artificial Intelligence (AI) is a rapidly developing multidisciplinary research area that aims to solve increasingly complex problems. In today's highly integrated world, AI promises to become a robust and powerful means for obtaining solutions to previously unsolvable problems. This Series is intended for researchers and students alike interested in this fascinating field and its many applications.",coverUrl:"https://cdn.intechopen.com/series/covers/14.jpg",latestPublicationDate:"June 11th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:9,editor:{id:"218714",title:"Prof.",name:"Andries",middleName:null,surname:"Engelbrecht",slug:"andries-engelbrecht",fullName:"Andries Engelbrecht",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNR8QAO/Profile_Picture_1622640468300",biography:"Andries Engelbrecht received the Masters and PhD degrees in Computer Science from the University of Stellenbosch, South Africa, in 1994 and 1999 respectively. He is currently appointed as the Voigt Chair in Data Science in the Department of Industrial Engineering, with a joint appointment as Professor in the Computer Science Division, Stellenbosch University. Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). In addition to a number of research articles, he has written two books, Computational Intelligence: An Introduction and Fundamentals of Computational Swarm Intelligence.",institutionString:null,institution:{name:"Stellenbosch University",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:6,paginationItems:[{id:"22",title:"Applied Intelligence",coverUrl:"https://cdn.intechopen.com/series_topics/covers/22.jpg",isOpenForSubmission:!0,annualVolume:11418,editor:{id:"27170",title:"Prof.",name:"Carlos",middleName:"M.",surname:"Travieso-Gonzalez",slug:"carlos-travieso-gonzalez",fullName:"Carlos Travieso-Gonzalez",profilePictureURL:"https://mts.intechopen.com/storage/users/27170/images/system/27170.jpeg",biography:"Carlos M. Travieso-González received his MSc degree in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain in 1997, and his Ph.D. degree in 2002 at the University of Las Palmas de Gran Canaria (ULPGC-Spain). He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won the “Catedra Telefonica” Awards in Modality of Knowledge Transfer, 2017, 2018, and 2019 editions, and awards in Modality of COVID Research in 2020.\n\nPublic References:\nResearcher ID http://www.researcherid.com/rid/N-5967-2014\nORCID https://orcid.org/0000-0002-4621-2768 \nScopus Author ID https://www.scopus.com/authid/detail.uri?authorId=6602376272\nScholar Google https://scholar.google.es/citations?user=G1ks9nIAAAAJ&hl=en \nResearchGate https://www.researchgate.net/profile/Carlos_Travieso",institutionString:null,institution:{name:"University of Las Palmas de Gran Canaria",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"23",title:"Computational Neuroscience",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",isOpenForSubmission:!0,annualVolume:11419,editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",slug:"magnus-johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",biography:"Dr Magnus Johnsson is a cross-disciplinary scientist, lecturer, scientific editor and AI/machine learning consultant from Sweden. \n\nHe is currently at Malmö University in Sweden, but also held positions at Lund University in Sweden and at Moscow Engineering Physics Institute. \nHe holds editorial positions at several international scientific journals and has served as a scientific editor for books and special journal issues. \nHis research interests are wide and include, but are not limited to, autonomous systems, computer modeling, artificial neural networks, artificial intelligence, cognitive neuroscience, cognitive robotics, cognitive architectures, cognitive aids and the philosophy of mind. \n\nDr. Johnsson has experience from working in the industry and he has a keen interest in the application of neural networks and artificial intelligence to fields like industry, finance, and medicine. \n\nWeb page: www.magnusjohnsson.se",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null},{id:"24",title:"Computer Vision",coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",isOpenForSubmission:!0,annualVolume:11420,editor:{id:"294154",title:"Prof.",name:"George",middleName:null,surname:"Papakostas",slug:"george-papakostas",fullName:"George Papakostas",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002hYaGbQAK/Profile_Picture_1624519712088",biography:"George A. Papakostas has received a diploma in Electrical and Computer Engineering in 1999 and the M.Sc. and Ph.D. degrees in Electrical and Computer Engineering in 2002 and 2007, respectively, from the Democritus University of Thrace (DUTH), Greece. Dr. Papakostas serves as a Tenured Full Professor at the Department of Computer Science, International Hellenic University, Greece. Dr. Papakostas has 10 years of experience in large-scale systems design as a senior software engineer and technical manager, and 20 years of research experience in the field of Artificial Intelligence. Currently, he is the Head of the “Visual Computing” division of HUman-MAchines INteraction Laboratory (HUMAIN-Lab) and the Director of the MPhil program “Advanced Technologies in Informatics and Computers” hosted by the Department of Computer Science, International Hellenic University. He has (co)authored more than 150 publications in indexed journals, international conferences and book chapters, 1 book (in Greek), 3 edited books, and 5 journal special issues. His publications have more than 2100 citations with h-index 27 (GoogleScholar). His research interests include computer/machine vision, machine learning, pattern recognition, computational intelligence. \nDr. Papakostas served as a reviewer in numerous journals, as a program\ncommittee member in international conferences and he is a member of the IAENG, MIR Labs, EUCogIII, INSTICC and the Technical Chamber of Greece (TEE).",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null},{id:"25",title:"Evolutionary Computation",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",isOpenForSubmission:!0,annualVolume:11421,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. Dr Ventura also holds the positions of Affiliated Professor at Virginia Commonwealth University (Richmond, USA) and Distinguished Adjunct Professor at King Abdulaziz University (Jeddah, Saudi Arabia). Additionally, he is deputy director of the Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI) and heads the Knowledge Discovery and Intelligent Systems Research Laboratory. He has published more than ten books and over 300 articles in journals and scientific conferences. Currently, his work has received over 18,000 citations according to Google Scholar, including more than 2200 citations in 2020. In the last five years, he has published more than 60 papers in international journals indexed in the JCR (around 70% of them belonging to first quartile journals) and he has edited some Springer books “Supervised Descriptive Pattern Mining” (2018), “Multiple Instance Learning - Foundations and Algorithms” (2016), and “Pattern Mining with Evolutionary Algorithms” (2016). He has also been involved in more than 20 research projects supported by the Spanish and Andalusian governments and the European Union. He currently belongs to the editorial board of PeerJ Computer Science, Information Fusion and Engineering Applications of Artificial Intelligence journals, being also associate editor of Applied Computational Intelligence and Soft Computing and IEEE Transactions on Cybernetics. Finally, he is editor-in-chief of Progress in Artificial Intelligence. He is a Senior Member of the IEEE Computer, the IEEE Computational Intelligence, and the IEEE Systems, Man, and Cybernetics Societies, and the Association of Computing Machinery (ACM). Finally, his main research interests include data science, computational intelligence, and their applications.",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"26",title:"Machine Learning and Data Mining",coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",isOpenForSubmission:!0,annualVolume:11422,editor:{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",biography:"Dr. Marco Antonio Aceves Fernandez obtained his B.Sc. (Eng.) in Telematics from the Universidad de Colima, Mexico. He obtained both his M.Sc. and Ph.D. from the University of Liverpool, England, in the field of Intelligent Systems. He is a full professor at the Universidad Autonoma de Queretaro, Mexico, and a member of the National System of Researchers (SNI) since 2009. Dr. Aceves Fernandez has published more than 80 research papers as well as a number of book chapters and congress papers. He has contributed in more than 20 funded research projects, both academic and industrial, in the area of artificial intelligence, ranging from environmental, biomedical, automotive, aviation, consumer, and robotics to other applications. He is also a honorary president at the National Association of Embedded Systems (AMESE), a senior member of the IEEE, and a board member of many institutions. His research interests include intelligent and embedded systems.",institutionString:"Universidad Autonoma de Queretaro",institution:{name:"Autonomous University of Queretaro",institutionURL:null,country:{name:"Mexico"}}},editorTwo:null,editorThree:null},{id:"27",title:"Multi-Agent Systems",coverUrl:"https://cdn.intechopen.com/series_topics/covers/27.jpg",isOpenForSubmission:!0,annualVolume:11423,editor:{id:"148497",title:"Dr.",name:"Mehmet",middleName:"Emin",surname:"Aydin",slug:"mehmet-aydin",fullName:"Mehmet Aydin",profilePictureURL:"https://mts.intechopen.com/storage/users/148497/images/system/148497.jpg",biography:"Dr. Mehmet Emin Aydin is a Senior Lecturer with the Department of Computer Science and Creative Technology, the University of the West of England, Bristol, UK. His research interests include swarm intelligence, parallel and distributed metaheuristics, machine learning, intelligent agents and multi-agent systems, resource planning, scheduling and optimization, combinatorial optimization. Dr. Aydin is currently a Fellow of Higher Education Academy, UK, a member of EPSRC College, a senior member of IEEE and a senior member of ACM. In addition to being a member of advisory committees of many international conferences, he is an Editorial Board Member of various peer-reviewed international journals. He has served as guest editor for a number of special issues of peer-reviewed international journals.",institutionString:null,institution:{name:"University of the West of England",institutionURL:null,country:{name:"United Kingdom"}}},editorTwo:null,editorThree:null}]},overviewPageOFChapters:{paginationCount:43,paginationItems:[{id:"82374",title:"The Potential of the Purinergic System as a Therapeutic Target of Natural Compounds in Cutaneous Melanoma",doi:"10.5772/intechopen.105457",signatures:"Gilnei Bruno da Silva, Daiane Manica, Marcelo Moreno and Margarete Dulce Bagatini",slug:"the-potential-of-the-purinergic-system-as-a-therapeutic-target-of-natural-compounds-in-cutaneous-mel",totalDownloads:4,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Purinergic System",coverURL:"https://cdn.intechopen.com/books/images_new/10801.jpg",subseries:{id:"17",title:"Metabolism"}}},{id:"82103",title:"The Role of Endoplasmic Reticulum Stress and Its Regulation in the Progression of Neurological and Infectious Diseases",doi:"10.5772/intechopen.105543",signatures:"Mary Dover, Michael Kishek, Miranda Eddins, Naneeta Desar, Ketema Paul and Milan Fiala",slug:"the-role-of-endoplasmic-reticulum-stress-and-its-regulation-in-the-progression-of-neurological-and-i",totalDownloads:6,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Endoplasmic Reticulum",coverURL:"https://cdn.intechopen.com/books/images_new/11674.jpg",subseries:{id:"14",title:"Cell and Molecular Biology"}}},{id:"82212",title:"Protein Prenylation and Their Applications",doi:"10.5772/intechopen.104700",signatures:"Khemchand R. 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Waisundara",profilePictureURL:"https://mts.intechopen.com/storage/users/194281/images/system/194281.jpg",biography:"Dr. Viduranga Waisundara obtained her Ph.D. in Food Science\nand Technology from the Department of Chemistry, National\nUniversity of Singapore, in 2010. She was a lecturer at Temasek Polytechnic, Singapore from July 2009 to March 2013.\nShe relocated to her motherland of Sri Lanka and spearheaded the Functional Food Product Development Project at the\nNational Institute of Fundamental Studies from April 2013 to\nOctober 2016. She was a senior lecturer on a temporary basis at the Department of\nFood Technology, Faculty of Technology, Rajarata University of Sri Lanka. She is\ncurrently Deputy Principal of the Australian College of Business and Technology –\nKandy Campus, Sri Lanka. She is also the Global Harmonization Initiative (GHI)",institutionString:"Australian College of Business & Technology",institution:null}]},{type:"book",id:"6820",title:"Keratin",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/6820.jpg",slug:"keratin",publishedDate:"December 19th 2018",editedByType:"Edited by",bookSignature:"Miroslav Blumenberg",hash:"6def75cd4b6b5324a02b6dc0359896d0",volumeInSeries:2,fullTitle:"Keratin",editors:[{id:"31610",title:"Dr.",name:"Miroslav",middleName:null,surname:"Blumenberg",slug:"miroslav-blumenberg",fullName:"Miroslav Blumenberg",profilePictureURL:"https://mts.intechopen.com/storage/users/31610/images/system/31610.jpg",biography:"Miroslav Blumenberg, Ph.D., was born in Subotica and received his BSc in Belgrade, Yugoslavia. He completed his Ph.D. at MIT in Organic Chemistry; he followed up his Ph.D. with two postdoctoral study periods at Stanford University. Since 1983, he has been a faculty member of the RO Perelman Department of Dermatology, NYU School of Medicine, where he is codirector of a training grant in cutaneous biology. Dr. Blumenberg’s research is focused on the epidermis, expression of keratin genes, transcription profiling, keratinocyte differentiation, inflammatory diseases and cancers, and most recently the effects of the microbiome on the skin. He has published more than 100 peer-reviewed research articles and graduated numerous Ph.D. and postdoctoral students.",institutionString:null,institution:{name:"New York University Langone Medical Center",institutionURL:null,country:{name:"United States of America"}}}]},{type:"book",id:"7978",title:"Vitamin A",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7978.jpg",slug:"vitamin-a",publishedDate:"May 15th 2019",editedByType:"Edited by",bookSignature:"Leila Queiroz Zepka, Veridiana Vera de Rosso and Eduardo Jacob-Lopes",hash:"dad04a658ab9e3d851d23705980a688b",volumeInSeries:3,fullTitle:"Vitamin A",editors:[{id:"261969",title:"Dr.",name:"Leila",middleName:null,surname:"Queiroz Zepka",slug:"leila-queiroz-zepka",fullName:"Leila Queiroz Zepka",profilePictureURL:"https://mts.intechopen.com/storage/users/261969/images/system/261969.png",biography:"Prof. Dr. Leila Queiroz Zepka is currently an associate professor in the Department of Food Technology and Science, Federal University of Santa Maria, Brazil. She has more than fifteen years of teaching and research experience. She has published more than 550 scientific publications/communications, including 15 books, 50 book chapters, 100 original research papers, 380 research communications in national and international conferences, and 12 patents. She is a member of the editorial board of five journals and acts as a reviewer for several national and international journals. 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