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IJCAI
2003
8 years 8 months ago
IKUM: An Integrated Web Personalization Platform Based on Content Structures and User Behavior
Web personalization is the process of customizing a web site to the needs of each specific user or set of users, taking advantage of the knowledge acquired through the analysis of ...
Magdalini Eirinaki, Joannis Vlachakis, Sarabjot S....
IJCAI
2003
8 years 8 months ago
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 a...
Sarabjot S. Anand, Bamshad Mobasher
ICDM
2002
IEEE
131views Data Mining» more  ICDM 2002»
9 years 6 days ago
Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks
We describe an efficient framework for Web personalization based on sequential and non-sequential pattern discovery from usage data. Our experimental results performed on real us...
Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakag...
DNIS
2003
Springer
107views Database» more  DNIS 2003»
9 years 14 days ago
Web Information Personalization: Challenges and Approaches
Abstract. As the number of web pages increases dramatically, the problem of the information overload becomes more severe when browsing and searching the WWW. To alleviate this prob...
Cyrus Shahabi, Yi-Shin Chen
WIDM
2004
ACM
9 years 20 days ago
Web personalization based on static information and dynamic user behavior
The explosive growth of the web is at the basis of the great interest into web usage mining techniques in both commercial and research areas. In this paper, a web personalization ...
Massimiliano Albanese, Antonio Picariello, Carlo S...
WEBI
2005
Springer
9 years 22 days ago
Multilevel Web Personalization
Web personalization is one of the major concerns of Web intelligence. It is noticed that the two components of Web, users and services, can be understood from multiple views in fo...
Yan Zhao, Yiyu Yao, Ning Zhong
UM
2005
Springer
9 years 22 days ago
Exploiting Probabilistic Latent Information for the Construction of Community Web Directories
This paper improves a recently-presented approach to Web Personalization, named Community Web Directories, which applies personalization techniques to Web Directories. The Web dire...
Dimitrios Pierrakos, Georgios Paliouras
EWMF
2005
Springer
9 years 23 days 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...
ADAPTIVE
2007
Springer
9 years 1 months ago
Data Mining for Web Personalization
Abstract. 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 minin...
Bamshad Mobasher
ADAPTIVE
2007
Springer
9 years 1 months ago
Privacy-Enhanced Web Personalization
Software product line architectures (PLAs) have been widely recognized as a successful approach in industrial software development for improving productivity, software quality and...
Alfred Kobsa
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