Mining the Web: Analysis of Hypertext and Semi Structured Data

Mining the Web: Analysis of Hypertext and Semi Structured Data。Webの情報処理に関する書籍。洋書。

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Devoted entirely to techniques for producing knowledge from the vast body of unstructured Web data. Chakrabarti examines low-level machine learning techniques as they relate specifically to the challenges of Web mining. You will gain the theoretical and practical understanding you need to strengthen your own role in the Web mining effort.

A comprehensive, critical exploration of statistics-based attempts to make sense of Web Mining.
* Details the special challenges associated with analyzing unstructured and semi-structured data.
* Looks at how classical Information Retrieval techniques have been modified for use with Web data.
* Focuses on todayÂ’s dominant learning methods: clustering and classification, hyperlink analysis, and supervised and semi-supervised learning.
* Analyzes current applications for resource discovery and social network analysis.
* An excellent way to introduce students to especially vital applications of data mining and machine learning technology.