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Web data mining : exploring hyperlinks, contents, and usage data / Bing Liu.
Material type:
TextSeries: Data-centric systems and applicationsPublication details: Berlin ; New York : Hyderabad : Springer, BSP Books, c2007.Description: xix, 532 p. : ill. ; 25 cmISBN: - 9788184896176
- 006.312 LIU
Contents:
Introduction -- Part.1. Data mining foundations -- Association rules and sequential patterns -- Supervised learning -- Unsupervised learning -- Partially supervised learning -- Part.2. Web mining -- Information retrieval and web search -- Link analysis -- Web crawling -- Structured data extraction: wrapper generation -- Information integration -- Opinion mining -- Web usage mining -- References -- Index
| Item type | Current library | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
Books
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Learning Resource Centre | 006.312 LIU (Browse shelf(Opens below)) | Available | 4120 |
Total holds: 0
Includes bibliographical references (p. [485]-515) and index.
Introduction -- Part.1. Data mining foundations -- Association rules and sequential patterns -- Supervised learning -- Unsupervised learning -- Partially supervised learning -- Part.2. Web mining -- Information retrieval and web search -- Link analysis -- Web crawling -- Structured data extraction: wrapper generation -- Information integration -- Opinion mining -- Web usage mining -- References -- Index
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