GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
Characterizing browsing strategies in the World-Wide Web
Proceedings of the Third International World-Wide Web conference on Technology, tools and applications
Social information filtering: algorithms for automating “word of mouth”
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
From user access patterns to dynamic hypertext linking
Proceedings of the fifth international World Wide Web conference on Computer networks and ISDN systems
Fab: content-based, collaborative recommendation
Communications of the ACM
User interface design for the WWW
Conference Companion on Human Factors in Computing Systems
User interface directions for the Web
Communications of the ACM
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Experience with personalization of Yahoo!
Communications of the ACM
Automatic personalization based on Web usage mining
Communications of the ACM
Towards adaptive Web sites: conceptual framework and case study
Artificial Intelligence - Special issue on Intelligent internet systems
ACM SIGKDD Explorations Newsletter
Visualization and Analysis of Clickstream Data of Online Stores for Understanding Web Merchandising
Data Mining and Knowledge Discovery
Data Mining for Measuring and Improving the Success of Web Sites
Data Mining and Knowledge Discovery
Toward a Qualitative Search Engine
IEEE Internet Computing
Mining the Web's Link Structure
Computer
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Data mining for hypertext: a tutorial survey
ACM SIGKDD Explorations Newsletter
Web usage mining: discovery and applications of usage patterns from Web data
ACM SIGKDD Explorations Newsletter
Data mining for path traversal patterns in a web environment
ICDCS '96 Proceedings of the 16th International Conference on Distributed Computing Systems (ICDCS '96)
Web Mining: Information and Pattern Discovery on the World Wide Web
ICTAI '97 Proceedings of the 9th International Conference on Tools with Artificial Intelligence
Automatic Information Organization and Retrieval.
Automatic Information Organization and Retrieval.
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Adaptive web navigation for wireless devices
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Analysis of the query logs of a web site search engine
Journal of the American Society for Information Science and Technology
What are people searching on government web sites?
Communications of the ACM
Web searching in Chinese: A study of a search engine in Hong Kong
Journal of the American Society for Information Science and Technology
Semantic Web approach to smart link generation for Web navigations
Software—Practice & Experience
ServiceFinder: A method towards enhancing service portals
ACM Transactions on Information Systems (TOIS)
Website browsing aid: A navigation graph-based recommendation system
Decision Support Systems
Dynamical user networking and profiling based on activity streams for enhanced social learning
ICWL'11 Proceedings of the 10th international conference on Advances in Web-Based Learning
Web data mining trends and techniques
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Learning activity sharing and individualized recommendation based on dynamical correlation discovery
ICWL'12 Proceedings of the 11th international conference on Advances in Web-Based Learning
User correlation discovery and dynamical profiling based on social streams
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Multimedia Tools and Applications
Personal and Ubiquitous Computing
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As the size and complexity of Web sites expands dramatically, it has become increasingly challenging to design Web sites where Web surfers can easily find the information they seek. In this article, we address the design of the portal page of a Web site, which serves as the homepage of a Web site or a default Web portal. We define an important research problem---hyperlink selection: selecting from a large set of hyperlinks in a given Web site, a limited number of hyperlinks for inclusion in a portal page. The objective of hyperlink selection is to maximize the efficiency, effectiveness, and usage of a Web site's portal page. We propose a heuristic approach to hyperlink selection, LinkSelector, which is based on relationships among hyperlinks---structural relationships that can be extracted from an existing Web site and access relationships that can be discovered from a Web log. We compared the performance of LinkSelector with that of the current practice of hyperlink selection (i.e., manual hyperlink selection by domain experts), using data obtained from the University of Arizona Web site. Results showed that LinkSelector outperformed the current manual selection method.