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» Integrating Web Conceptual Modeling and Web Usage Mining
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EEE
2004
IEEE
13 years 8 months ago
Mining Traveling and Purchasing Behaviors of Customers in Electronic Commerce Environment
Web usage mining is the process of extracting interesting patterns from web logs. This paper proposes an IPA (Integrating Path traversal patterns and Association rules) model for ...
Yue-Shi Lee, Show-Jane Yen, Ghi-Hua Tu, Min-Chi Hs...
KDD
2005
ACM
218views Data Mining» more  KDD 2005»
14 years 5 months ago
A maximum entropy web recommendation system: combining collaborative and content features
Web users display their preferences implicitly by navigating through a sequence of pages or by providing numeric ratings to some items. Web usage mining techniques are used to ext...
Xin Jin, Yanzan Zhou, Bamshad Mobasher
ICDM
2009
IEEE
138views Data Mining» more  ICDM 2009»
13 years 2 months ago
Semantic-Rich Markov Models for Web Prefetching
Abstract--Domain knowledge for web applications is currently being made available as domain ontology with the advent of the semantic web, in which semantics govern relationships am...
Nizar R. Mabroukeh, Christie I. Ezeife
AWIC
2003
Springer
13 years 8 months ago
Conceptual User Tracking
user actions at different levels of abstractions. Using the ontology's concepts and relations, we capture the multitude of user interests expressed by a visit to one page. We ...
Daniel Oberle, Bettina Berendt, Andreas Hotho, Jor...
ER
2003
Springer
121views Database» more  ER 2003»
13 years 10 months ago
On the Acceptability of Conceptual Design Models for Web Applications
A possible measure of quality for any model or methodology is the degree of acceptance and usage. This paper discusses the factors that contribute to the industrial acceptability o...
Franca Garzotto, Vito Perrone