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Semantic Relations in Bioscience Text - Barbara Rosario

englanti
2008-11-05
89,91 € 138,32 €

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Toimitus 10-16 arkipäivässä

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Extracting Semantics with Natural Language Processing and Machine LearningBroschiertes BuchSemantic analysis is one of the most important areas in the field of natural language processing. Semantic analysis is devoted to the study of the meaning of linguistic utterances. This book describes algorithms that extract semantics from bioscience text using statistical machine learning techniques. In particular th ... Täydellinen kuvaus

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Extracting Semantics with Natural Language Processing and Machine LearningBroschiertes BuchSemantic analysis is one of the most important areas in the field of natural language processing. Semantic analysis is devoted to the study of the meaning of linguistic utterances. This book describes algorithms that extract semantics from bioscience text using statistical machine learning techniques. In particular this book is concerned with the identification of concepts of interest ("entities") and the identification of the relationships that hold between them. Novel machine learning algorithms are proposed for the problems of classifying the semantic relations between nouns in noun compounds, of distinguishing among several relation types that can occur between the entities "treatment" and "disease" and the problem of identifying the interactions between proteins. The results described in this book represent first steps on the way to a comprehensive strategy of exploiting machine learning algorithms for the analysis of bioscience text.

Lisätietoja

Kirjoittaja Barbara Rosario
Julkaisija VDM Verlag Dr. Mueller e.K.
Julkaisuvuosi 2008
Kannen tyyppi Pehmeäkantinen
EAN 9783639085891
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Arvostelet: Semantic Relations in Bioscience Text
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89,91 € 138,32 €