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IEAAIE
2010
Springer
13 years 5 months ago
Web Usage Mining for Improving Students Performance in Learning Management Systems
An innovative technique based on multi-objective grammar guided genetic programming (MOG3P-MI) is proposed to detect the most relevant activities that a student needs to pass a cou...
Amelia Zafra, Sebastián Ventura
ICDM
2005
IEEE
168views Data Mining» more  ICDM 2005»
14 years 1 months ago
Usage-Based PageRank for Web Personalization
Recommendation algorithms aim at proposing “next” pages to a user based on her current visit and the past users’ navigational patterns. In the vast majority of related algor...
Magdalini Eirinaki, Michalis Vazirgiannis
AI
2004
Springer
14 years 25 days ago
The Reconstruction of the Interleaved Sessions from a Server Log
Session reconstruction is an essential step in Web usage mining. The quality of reconstructed sessions affects the result of Web usage mining. This paper presents a new approach o...
John Zhong Lei, Ali A. Ghorbani
ICDAR
2003
IEEE
14 years 22 days ago
Web Page Summarization for Handheld Devices: A Natural Language Approach
Summarization of web pages is a very interesting topic from both academic and commercial point of view. Academically, it is challenging to create a summary of a document (e.g. a w...
Hassan Alam, Rachmat Hartono, Aman Kumar, Ahmad Fu...
IAT
2006
IEEE
14 years 1 months ago
Behavior-Based Web Page Evaluation
This paper describes our efforts to factor in a user’s browsing behavior to automatically evaluate web pages that the user shows interest in, based on user browsing behaviors wh...
Ganesan Velayathan, Seiji Yamada