Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Communications of the ACM
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
An adaptive Web page recommendation service
AGENTS '97 Proceedings of the first international conference on Autonomous agents
Horting hatches an egg: a new graph-theoretic approach to collaborative filtering
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
User profiling in personalization applications through rule discovery and validation
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Monitoring a newsfeed for hot topics
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Finding generalized projected clusters in high dimensional spaces
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Index Structures for Information Filtering Under the Vector Space Model
Proceedings of the Tenth International Conference on Data Engineering
ICDE '98 Proceedings of the Fourteenth International Conference on Data Engineering
On Effective Conceptual Indexing and Similarity Search in Text Data
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
On Text Mining Techniques for Personalization
RSFDGrC '99 Proceedings of the 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing
An Efficient Boosting Algorithm for Combining Preferences
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
A Framework for the Optimizing of WWW Advertising
TREC '98 Proceedings of the International IFIP/GI Working Conference on Trends in Distributed Systems for Electronic Commerce
ROSA: multi-agent system for web services personalization
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
User preference modeling from positive contents for personalized recommendation
DS'07 Proceedings of the 10th international conference on Discovery science
User attitudes towards news content personalization
International Journal of Human-Computer Studies
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This paper proposes a system for personalization of web portals. A specic implementation is discussed in reference to a web portal containing a news feed service. Techniques are proposed for effective categorization, management, and personalization of news feeds obtained from a live news wire service. The process consists of two steps: first manual input is required to build the domain knowledge which could be site-specific; then the automated component uses this domain knowledge in order to perform the personalization, categorization and presentation. Effective schemes for advertising are proposed, where the targeting is done using both the information about the user and the content of the web page on which the advertising icon appears. Automated techniques for identifying sudden variations in news patterns are described; these may be used for supporting news-alerts. A description of a version of this software for our customer web site is provided.