Chemical Information Mining

Informationen zum Autor Debra L. Banville Klappentext This book focuses on information extraction issues! highlights available solutions! and underscores the value of these solutions to academic and commercial scientists. After introducing the drivers behind chemical text mining! the book discusses chemical semantics. The contributors describe the tools that identify and convert chemical names and images to structure-searchable information. They also explain natural language processing! name entity recognition concepts! and semantic web technologies. Following a section on current trends in the field! the text looks at where information mining approaches fit into research needs within the life sciences. Zusammenfassung Describes the technical and practical elements of chemical text mining. This title explores the development of chemical structure extraction capabilities and how to incorporate these technologies in daily research work. It presents strategic ideas for properly selecting and successfully using the best text mining tools for scientific research. Inhaltsverzeichnis Preface. Illustrating the Power of Information in Life Science Research. Chemical Information Mining: A New Paradigm. Automated Identification and Conversion of Chemical Names to Structure-Searchable Information. Identification of Chemical Images and Conversion to Structure-Searchable Information. Chemical Entity Formatting. Chemical XML Formatting. Linking Chemical and Biological Information with Natural Language Processing. Semantic Web. The Future of Searching for Chemical Information. Summary and Closing Statements. Index.

Product details

• Authors: Debra L. Banville
• Assisted by: Debra L. Banville (Editor), Banville Debra L. (Editor)
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 11.11.2008
• EAN: 9781420076493
• ISBN: 978-1-4200-7649-3
• No. of pages: 208
• Dimensions: 163 mm x 243 mm x 20 mm
• Subjects: Natural sciences, medicine, IT, technology > Chemistry; Medical research, MEDICAL / Pharmacy, SCIENCE / Chemistry / General, SCIENCE / Chemistry / Physical & Theoretical, computer science, Life sciences: general issues, Physical Chemistry, Pharmaceutical technology, Databases, COMPUTERS / Data Science / Data Analytics, Pharmaceutical chemistry and technology