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Record Nr. |
UNISA996465950903316 |
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Titolo |
Advances in Web Mining and Web Usage Analysis [[electronic resource] ] : 9th International Workshop on Knowledge Discovery on the Web, WebKDD 2007, and 1st International Workshop on Social Networks Analysis, SNA-KDD 2007, San Jose, CA, USA, August 12-15, 2007, Revised Papers / / edited by Haizheng Zhang, Myra Spiliopoulou, Bamshad Mobasher, C. Lee Giles, Andrew McCallum, Olfa Nasraoui, Jaideep Srivastava, John Yen |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2009 |
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ISBN |
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Edizione |
[1st ed. 2009.] |
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Descrizione fisica |
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1 online resource (XI, 155 p.) |
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Collana |
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Lecture Notes in Artificial Intelligence ; ; 5439 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Computer communication systems |
Data mining |
Information storage and retrieval |
Application software |
Computers and civilization |
Artificial Intelligence |
Computer Communication Networks |
Data Mining and Knowledge Discovery |
Information Storage and Retrieval |
Information Systems Applications (incl. Internet) |
Computers and Society |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Spectral Clustering in Social Networks -- Looking for Great Ideas: Analyzing the Innovation Jam -- Segmentation and Automated Social Hierarchy Detection through Email Network Analysis -- Mining Research Communities in Bibliographical Data -- Dynamics of a Collaborative Rating System -- Applying Link-Based Classification to |
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Label Blogs -- Why We Twitter: An Analysis of a Microblogging Community -- A Recommender System Based on Local Random Walks and Spectral Methods. |
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Sommario/riassunto |
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This book constitutes the thoroughly refereed post-workshop proceedings of the 9th International Workshop on Mining Web Data, WEBKDD 2007, and the 1st International Workshop on Social Network Analysis, SNA-KDD 2007, jointly held in St. Jose, CA, USA in August 2007 in conjunction with the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2007. The 8 revised full papers presented together with a detailed preface went through two rounds of reviewing and improvement and were carefully selected from 23 initial submisssions. The enhanced papers address all current issues in Web mining and social network analysis, including traditional Web and semantic Web applications, the emerging applications of the Web as a social medium, as well as social network modeling and analysis. |
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