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SDM
2007
SIAM
106views Data Mining» more  SDM 2007»
13 years 9 months ago
Performance of Recommendation Systems in Dynamic Streaming Environments
In this paper, we study the behavior of collaborative filtering based recommendations under evolving user profile scenarios. We propose a systematic validation methodology that ...
Olfa Nasraoui, Jeff Cerwinske, Carlos Rojas, Fabio...
WEBI
2005
Springer
14 years 1 months 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
DNIS
2003
Springer
107views Database» more  DNIS 2003»
14 years 1 months 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
ISUVR
2007
13 years 9 months ago
Recommendation of Preferable Photo Contents
— This paper presents a recommendation module which provides preferable photo contents to the user from among the huge amount of photo contents in UMPC database. To extract the p...
Jeong-min Yu, Sangwook Lee, Moongu Jeon
JDWM
2010
139views more  JDWM 2010»
13 years 6 months ago
Mining Frequent Generalized Patterns for Web Personalization in the Presence of Taxonomies
The Web is a continuously evolving environment, since its content is updated on a regular basis. As a result, the traditional usagebased approach to generate recommendations that ...
Panagiotis Giannikopoulos, Iraklis Varlamis, Magda...