Computer and Information Science » Information and Knowledge Engineering

Theory and Applications for Advanced Text Mining

Edited by Shigeaki Sakurai, ISBN 978-953-51-0852-8, 226 pages, Publisher: InTech, Chapters published November 21, 2012 under CC BY 3.0 license
DOI: 10.5772/3115
Edited Volume

Due to the growth of computer technologies and web technologies, we can easily collect and store large amounts of text data. We can believe that the data include useful knowledge. Text mining techniques have been studied aggressively in order to extract the knowledge from the data since late 1990s. Even if many important techniques have been developed, the text mining research field continues to expand for the needs arising from various application fields. This book is composed of 9 chapters introducing advanced text mining techniques. They are various techniques from relation extraction to under or less resourced language. I believe that this book will give new knowledge in the text mining field and help many readers open their new research fields.

  1. Survey of Technology Forecasting Techniques for Complex Systems
    Andrew C. Smith, Kyle Collins and Dimitri N. Mavris
  2. Comparing methods to extract technical content for technological intelligence
    Nils C. Newman, Alan L. Porter, David Newman, Cherie Courseault Trumbach and Stephanie D. Bolan
  3. Innovations, Developments, and Applications of Semantic Web and Information Systems
    Andrea Ko and Saira Gillani
  4. Mining graphs from travel blogs: a review in the context of tour planning
    Erum Haris and Keng Hoon Gan
  5. Automatic discovering success factor relationship entities in articles using named entity recognition
    Supattra Niboonkit, Worarat Krathu and Praisan Padungweang
  6. Semantic annotation in biomedicine: the current landscape
    Jelena Jovanović and Ebrahim Bagheri
  7. Expanding SNOMED-CT through Spanish Drug Summaries of Product Characteristics
    Pablo Calleja, Raúl García-Castro, Guadalupe Aguado-de-Cea and Asunción Gómez-Pérez
  8. Citizen Science for Mining the Biomedical Literature
    Ginger Tsueng, Steven M. Nanis, Jennifer Fouquier, Benjamin M. Good and Andrew I. Su
  9. An Overview of Biomolecular Event Extraction from Scientific Documents
    Jorge A. Vanegas, Sérgio Matos, Fabio González and José L. Oliveira
  10. Anatomical entity mention recognition at literature scale
    Sampo Pyysalo and Sophia Ananiadou
  11. Information Extraction in the Medical Domain
    Aicha Ghoulam, Fatiha Barigou and Ghalem Belalem
  12. Recent Advances and Emerging Applications in Text and Data Mining for Biomedical Discovery
    Graciela H. Gonzalez, Tasnia Tahsin, Britton C. Goodale, Anna C. Greene and Casey S. Greene
  13. Finite-state transducer for Amazigh verbal morphology
    Fadoua Ataa Allah