Information-theoretic co-clustering

IS Dhillon, S Mallela, DS Modha - … of the ninth ACM SIGKDD international …, 2003 - dl.acm.org
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 …

Web mining for web personalization

M Eirinaki, M Vazirgiannis - ACM Transactions on Internet Technology …, 2003 - dl.acm.org
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 …

The psychological appeal of personalized content in web portals: Does customization affect attitudes and behavior?

S Kalyanaraman, SS Sundar - Journal of Communication, 2006 - academic.oup.com
Internet technology has made possible the widespread dissemination of individualized
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

YH Cho, JK Kim, SH Kim - Expert systems with Applications, 2002 - Elsevier
A personalized product recommendation is an enabling mechanism to overcome
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 …

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 …

Web usage mining as a tool for personalization: A survey

D Pierrakos, G Paliouras, C Papatheodorou… - User modeling and user …, 2003 - Springer
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 …

Intelligent techniques for web personalization

SS Anand, B Mobasher - IJCAI Workshop on Intelligent Techniques for …, 2003 - Springer
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 …

Application of Web usage mining and product taxonomy to collaborative recommendations in e-commerce

YH Cho, JK Kim - Expert systems with Applications, 2004 - Elsevier
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 …

Towards semantic web mining

B Berendt, A Hotho, G Stumme - International semantic web conference, 2002 - Springer
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 …