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portada Chemical Information Mining: Facilitating Literature-Based Discovery
Formato
Libro Físico
Ilustrado por
Editorial
Idioma
Inglés
N° páginas
208
Encuadernación
Tapa Blanda
Dimensiones
23.4 x 15.7 x 1.3 cm
Peso
0.27 kg.
ISBN13
9780367386207
N° edición
1

Chemical Information Mining: Facilitating Literature-Based Discovery

Debra L. Banville (Ilustrado por) · CRC Press · Tapa Blanda

Chemical Information Mining: Facilitating Literature-Based Discovery - Banville, Debra L.

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Reseña del libro "Chemical Information Mining: Facilitating Literature-Based Discovery"

The First Book to Describe the Technical and Practical Elements of Chemical Text MiningExplores the development of chemical structure extraction capabilities and how to incorporate these technologies in daily research workFor scientific researchers, finding too much information on a subject, not finding enough information, or not being able to access full text documents often costs them time, money, and quality. Addressing these concerns, Chemical Information Mining: Facilitating Literature-Based Discovery presents strategic ideas for properly selecting and successfully using the best text mining tools for scientific research.Links chemical and biological entities at the heart of life science researchThe 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, it 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 book looks at where information mining approaches fit into the research needs within the life sciences.Shaping the future of scientific information and knowledge managementBy building knowledge and competency in the growing area of literature-based discovery, this book shows how text mining of the chemical literature can increase drug discovery opportunities and enhance life science research.

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