Web Communities: Analysis and Construction - Yanchun Zhang - Libros - Springer-Verlag Berlin and Heidelberg Gm - 9783642066115 - 12 de febrero de 2010
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Yanchun Zhang
Web Communities: Analysis and Construction Softcover reprint of hardcover 1st ed. 2006 edition

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Due to the lack of a uniform schema for Web documents and the sheer amount and dynamics of Web data, both the effectiveness and the efficiency of information management and retrieval of Web data is often unsatisfactory when using conventional data management techniques.

Web community, defined as a set of Web-based documents with its own logical structure, is a flexible and efficient approach to support information retrieval and to implement various applications. Zhang and his co-authors explain how to construct and analyse Web communities based on information like Web document contents, hyperlinks, or user access logs. Their approaches combine results from Web search algorithms, Web clustering methods, and Web usage mining. They also detail the necessary preliminaries needed to understand the algorithms presented, and they discuss several successful existing applications.

Researchers and students in information retrieval and Web search find in this all the necessary basics and methods to create and understand Web communities. Professionals developing Web applications will additionally benefit from the samples presented for their own designs and implementations.

198 pages, biography

Medios de comunicación Libros     Paperback Book   (Libro con tapa blanda y lomo encolado)
Publicado 12 de febrero de 2010
ISBN13 9783642066115
Editores Springer-Verlag Berlin and Heidelberg Gm
Páginas 187
Dimensiones 155 × 235 × 10 mm   ·   285 g
Lengua Inglés  

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