Automatic Keyword Extraction

Name: Automatic Keyword Extraction
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639038552
Price: 275.12 RON
Availability: InStock

Combining Machine Learning and Natural Language Processing

Autor: Anette Hulth

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Legare: Carte broșată

Editura: VDM Verlag Dr. Mueller E.K.

Disponibilitate: În depozitul extern

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275.12 lei

In order to make further progress in the field of automatic text retrieval, approaches extending cur...

Informații despre carte

Autor

Anette Hulth

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2008

Pagini

140

EAN

9783639038552

ISBN

363903855X

Enbook ID

06813494

Editura

VDM Verlag Dr. Mueller E.K.

Greutate

198

Dimensiuni

150 x 228 x 8

Descriere completă

In order to make further progress in the field of automatic text retrieval, approaches extending current standard full text indexing methods need to be investigated. This book advocates keyword indexing as one such feasible approach. More specifically it discusses the development of an algorithm for automatic keyword extraction and presents a number of experiments in which the performance of the algorithm is incrementally improved. Automatickey word extraction is the task of automatically selecting a small set of terms describing the content of a single document. That a keyword is extracted means that it is present verbatim in the document to which it is assigned. The approach taken is that of supervised machine learning, that is, prediction models are constructed from documents with known keywords. The work presented is linguistically oriented in the sense that the output fromnatural language processing tools is a considerable factor both forthe pre-processing of the data, as well as for the performance of the prediction models. This is a book for anybody in the field of language technology who is interested in the applicable but challenging area of automatic keyword indexing.

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Automatic Keyword Extraction

Combining Machine Learning and Natural Language Processing

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Descriere completă

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