Text Mining for Biology And Biomedicine

出版者:Artech House Publishers

作者:Ananiadou, Sophia (EDT)/ Mcnaught, John (EDT)

页数:255

出版时间:2005-12-30

价格:USD 88.00

装帧:Hardcover

isbn号码:9781580539845

图书标签:自然语言处理文献管理

With the volume of biomedical research growing exponentially worldwide, the demand for information retrieval expertise in the field has never been greater. Here’s the first guide for bioinformatics practitioners that puts the full range of biological text mining tools and techniques at their fingertips in a single dedicated volume. It describes the methods of natural language processing (NLP) and their applications in the biological domain, and spells out the various lexical, terminological, and ontological resources at their disposal â€" and how best to utilize them.

Readers see how terminology management tools like term extraction and term structuring facilitate effective mining, and learn ways to readily identify biomedical named entities and abbreviations. The book explains how to deploy various information extraction methods for biological applications. It helps professionals evaluate and optimize text mining systems, and includes techniques for integrating text mining and data mining efforts to further facilitate biological analyses. Both a critical review of the state of the art and a solution-focused guide packed with “how to” insight, this first-of-its-kind work will prove indispensable for seasoned and first-time bioinformatics researchers alike.