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Advances in Web Mining and Web Usage Analysis: 7th International Workshop on Knowledge Discovery on the Web, WEBKDD 2005, Chicago, IL, USA, August 21, ... / Lecture Notes in Artificial Intelligence)
Rok: 2006
ISBN: 9783540463467
NKP-CNB: boa001-muni.000477631
OKCZID: 110370714
Citace (dle ČSN ISO 690):
NASRAOUI, Olfa, ed. Advances in web mining and web usage analysis: 7th international workshop on knowledge discovery on the web, WebKDD, Chicago, IL, USA, August 21, 2005 : revised papers. Berlin: Springer, c2006. viii, 176 s. Lecture notes in computer science. Lecture notes in artificial intelligence, 4198.
Anotace
This book constitutes the thoroughly refereed post-proceedings of the 7th International Workshop on Mining Web Data, WEBKDD 2005, held in Chicago, IL, USA in August 2005 in conjunction with the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2005. The 9 revised full papers presented together with a detailed preface went through two rounds of reviewing and improvement and were carfully selected for inclusion in the book. The enhanced papers show that Web mining techniques and applications have to more effectively integrate a variety of types of data across multiple channels and from different sources in addition to usage, such as content, structure, and semantics. Thus a next generation of intelligent applications is stimulated for more effective exploitation and mining of multi-faceted data. The papers express also the need to study and design robust recommender systems that can resist various malicious manipulations.