Chemical Information Mining

Facilitating Literature-Based Discovery
Herausgeber: Banville, Debra L

• Broschiertes Buch

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• Seitenzahl: 208
• Erscheinungstermin: 5. September 2019
• Englisch
• Abmessung: 234mm x 157mm x 13mm
• Gewicht: 272g
• ISBN-13: 9780367386207
• ISBN-10: 0367386208
• Artikelnr.: 57732268

Autorenporträt

Debra L. Banville

Inhaltsangabe

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.