Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
PHOAKS: a system for sharing recommendations
Communications of the ACM
Fab: content-based, collaborative recommendation
Communications of the ACM
Siteseer: personalized navigation for the Web
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
Improving the effectiveness of information retrieval with local context analysis
ACM Transactions on Information Systems (TOIS)
Content-based book recommending using learning for text categorization
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Proceedings of the 6th international conference on Intelligent user interfaces
Creating the Virtual Classroom: Distance Learning with the Internet
Creating the Virtual Classroom: Distance Learning with the Internet
PIPE: Web Personalization by Partial Evaluation
IEEE Internet Computing
Text-Learning and Related Intelligent Agents: A Survey
IEEE Intelligent Systems
Creating Adaptive Web Sites Through Usage-Based Clustering of URLs
KDEX '99 Proceedings of the 1999 Workshop on Knowledge and Data Engineering Exchange
Ontology Based Personalized Search
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Evolvable Intelligent User Interface for WWW Knowledge-Based Systems
IDEAS '98 Proceedings of the 1998 International Symposium on Database Engineering & Applications
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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Web personalization has quickly changed from a value-added facility to a service required in presenting large quantities of information because individual users of the Internet have various needs and preferences in seeking information. This paper presents a novel personalized recommendation system with online preference analysis in a distance learning environment called Coursebot. Users can both browse and search for course materials by using the interface of Coursebot. Moreover, the proposed system includes appropriate course materials ranked according to a user's interests. In this work, an analysis measure is proposed to combine typical grey relational analysis and implicit rating, and thus a user's interests are calculated from the content of documents and the user's browsing behavior. This algorithm's low computational complexity and ease of adding knowledge support online personalized analysis. In addition, the user profiles are dynamically revised to provide efficiently personalized information that reflects a user's interests after each page is visited.