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Information-theoretic co-clustering
Two-dimensional contingency or co-occurrence tables arise frequently in important
applications such as text, web-log and market-basket data analysis. A basic problem in …
applications such as text, web-log and market-basket data analysis. A basic problem in …
Web mining for web personalization
Web personalization is the process of customizing a Web site to the needs of specific users,
taking advantage of the knowledge acquired from the analysis of the user's navigational …
taking advantage of the knowledge acquired from the analysis of the user's navigational …
The psychological appeal of personalized content in web portals: Does customization affect attitudes and behavior?
Internet technology has made possible the widespread dissemination of individualized
media messages, but we know very little about their psychological import. A between …
media messages, but we know very little about their psychological import. A between …
A personalized recommender system based on web usage mining and decision tree induction
A personalized product recommendation is an enabling mechanism to overcome
information overload occurred when shop** in an Internet marketplace. Collaborative …
information overload occurred when shop** in an Internet marketplace. Collaborative …
Data mining for web personalization
B Mobasher - The adaptive web: Methods and strategies of web …, 2007 - Springer
In this chapter we present an overview of Web personalization process viewed as an
application of data mining requiring support for all the phases of a typical data mining cycle …
application of data mining requiring support for all the phases of a typical data mining cycle …
A process of knowledge discovery from web log data: Systematization and critical review
Z Pabarskaite, A Raudys - Journal of intelligent information systems, 2007 - Springer
This paper presents a comprehensive survey of web log/usage mining based on over 100
research papers. This is the first survey dedicated exclusively to web log/usage mining. The …
research papers. This is the first survey dedicated exclusively to web log/usage mining. The …
Web usage mining as a tool for personalization: A survey
This paper is a survey of recent work in the field of web usage mining for the benefitof
research on the personalization of Web-based information services. The essence of …
research on the personalization of Web-based information services. The essence of …
Intelligent techniques for web personalization
In this chapter we provide a comprehensive overview of the topic of Intelligent Techniques
for Web Personalization. Web Personalization is viewed as an application of data mining …
for Web Personalization. Web Personalization is viewed as an application of data mining …
Application of Web usage mining and product taxonomy to collaborative recommendations in e-commerce
The rapid growth of e-commerce has caused product overload where customers on the Web
are no longer able to effectively choose the products they are exposed to. To overcome the …
are no longer able to effectively choose the products they are exposed to. To overcome the …
Towards semantic web mining
Abstract Semantic Web Mining aims at combining the two fast-develo** research areas
Semantic Web and Web Mining. The idea is to improve, on the one hand, the results of Web …
Semantic Web and Web Mining. The idea is to improve, on the one hand, the results of Web …