Web Communities: Analysis and Construction
Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou
abstract
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.
keywords
web community, information retrieval, web search, search algorithms, clustering methods
catalogue card
Title: Web Communities: Analysis and Construction
Authors: Yanchun Zhang, Jeffrey Xu Yu, Jingyu Hou
Publication: Berlin: Springer, 2004
Subject: Web sites - Design, Information retrieval
ISBN: 3-540-27737-4
index
1. Introduction
2. Preliminaries
3. HITS and Related Algorithms
4. PageRank Related Algorithms
5. Affinity and Co-Citation Analysis Approaches
6. Building a Web Community
7. Web Community Related Techniques
8. Conclusions
in-depth
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ICT, productivity and economic growth: the empirical contribution of Jorgenson, Ho and Stiroh, by Joan Torrent
miscellany
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Criteria for Migration to Linux in Local Administrations of the EU. The Cases of Munich and Newham, by Daniel Reina
Alfabetismos digitales. Comunicación, innovación y educación en la era electrónica, by Ilana Snyder. By Jordi Planella
Making It Personal: How to Profit from Personalization without Invading Privacy, by Bruce Kasanoff. By Julià Minguillón
JORGENSON, Dale; HO, Mun S.; STIROH, Kevin (2005). Productivity, volume 3: Information Technology and the American Growth Ressurgence
LATOUR, Bruno (2005). Reassembling the Social: an Introduction to Actor-Network-Theory
MORVILLE, Peter (2005). Ambient Findability
SHANE, Peter (2004). Democracy Online: the Prospects for Political Renewal through the Internet
TIRADO, Francisco (2004). Cyborgs y extituciones: nuevas formas para lo social
ZHANG, Yanchun; XU YU, Jeffrey; HOU, Jingyu (2005). Web Communities: Analysis and Construction
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