Biomedical Natural Language Processing

Kevin Bretonnel Cohen, Dina Demner-Fushman (Autoren)

Buch | Softcover

160 Seiten

2014
John Benjamins Publishing Co (Verlag)
978-90-272-4998-2 (ISBN)

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Suitable for advanced courses in biomedical natural language processing and text mining, this book discusses all subjects from both a rule-based and a machine learning approach, and also describes each subject from the perspective of both biological science and clinical medicine.

Biomedical Natural Language Processing is a comprehensive tour through the classic and current work in the field. It discusses all subjects from both a rule-based and a machine learning approach, and also describes each subject from the perspective of both biological science and clinical medicine. The intended audience is readers who already have a background in natural language processing, but a clear introduction makes it accessible to readers from the fields of bioinformatics and computational biology, as well. The book is suitable as a reference, as well as a text for advanced courses in biomedical natural language processing and text mining.

1. Acknowledgments; 2. List of figures; 3. 1. Introduction to natural language processing; 4. 2. Historical background; 5. 3. Named entity recognition; 6. 4. Relation extraction; 7. 5. Information retrieval/document classification; 8. 6. Concept normalization; 9. 7. Ontologies and computational lexical semantics; 10. 8. Summarization; 11. 9. Question-answering; 12. 10. Software engineering; 13. 11. Corpus construction and annotation; 14. References; 15. Index

Erscheint lt. Verlag	27.2.2014
Reihe/Serie	Natural Language Processing ; 11
Verlagsort	Amsterdam
Sprache	englisch
Maße	160 x 240 mm
Gewicht	320 g
Themenwelt	Geisteswissenschaften ► Sprach- / Literaturwissenschaft ► Sprachwissenschaft
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	90-272-4998-9 / 9027249989
ISBN-13	978-90-272-4998-2 / 9789027249982
Zustand	Neuware