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» Toward Recommendation Based on Ontology-Powered Web-Usage Mi...
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76
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DMIN
2007
183views Data Mining» more  DMIN 2007»
14 years 11 months ago
Crawling Attacks Against Web-based Recommender Systems
—User profiles derived from Web navigation data are used in important e-commerce applications such as Web personalization, recommender systems, and Web analytics. In the open en...
Runa Bhaumik, Robin D. Burke, Bamshad Mobasher
79
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DATAMINE
2002
135views more  DATAMINE 2002»
14 years 9 months ago
Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization
: Web usage mining, possibly used in conjunction with standard approaches to personalization such as collaborative filtering, can help address some of the shortcomings of these tec...
Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakag...
ADC
2006
Springer
188views Database» more  ADC 2006»
15 years 3 months ago
Discovering task-oriented usage pattern for web recommendation
Web transaction data usually convey user task-oriented behaviour pattern. Web usage mining technique is able to capture such informative knowledge about user task pattern from usa...
Guandong Xu, Yanchun Zhang, Xiaofang Zhou
100
Voted
EWMF
2005
Springer
15 years 2 months ago
Introducing Semantics in Web Personalization: The Role of Ontologies
Web personalization is the process of customizing a web site to the needs of each specific user or set of users. Personalization of a web site may be performed by the provision of ...
Magdalini Eirinaki, Dimitrios Mavroeidis, George T...
WCE
2007
14 years 10 months ago
LinkGuide: Towards a Better Collection of Hyperlinks in a Website Homepage
—A dramatic and continuous increase in the complexity and size of websites on the Internet makes rather difficult to build such websites with required information to be easily fo...
Ahmad Ammari, Valentina V. Zharkova