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
Journal of the ACM (JACM)
ACM Transactions on Internet Technology (TOIT)
Effective personalization based on association rule discovery from web usage data
Proceedings of the 3rd international workshop on Web information and data management
Proceedings of the 11th international conference on World Wide Web
Information Retrieval
Communications of the ACM
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Guest Editor's Introduction: Information Customization
IEEE Intelligent Systems
Online Customized Index Synthesis in Commercial Web Sites
IEEE Intelligent Systems
Helping Online Customers Decide through Web Personalization
IEEE Intelligent Systems
Web mining for web personalization
ACM Transactions on Internet Technology (TOIT)
Extrapolation methods for accelerating PageRank computations
WWW '03 Proceedings of the 12th international conference on World Wide Web
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
Personalized Web Search For Improving Retrieval Effectiveness
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 13th international conference on World Wide Web
Outlink estimation for pagerank computation under missing data
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Web search personalization with ontological user profiles
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Ontological User Profiles for Representing Context in Web Search
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
PageRank for ranking authors in co-citation networks
Journal of the American Society for Information Science and Technology
Representing context in web search with ontological user profiles
CONTEXT'07 Proceedings of the 6th international and interdisciplinary conference on Modeling and using context
Applying weighted PageRank to author citation networks
Journal of the American Society for Information Science and Technology
Effective ranking techniques for book review retrieval based on the structural feature
ICHIT'11 Proceedings of the 5th international conference on Convergence and hybrid information technology
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Personalized search has gained great popularity to improve search effectiveness in recent years. The objective of personalized search is to provide users with information tailored to their individual contexts. We propose to personalize Web search based on features extracted from hyperlinks, such as anchor terms or URL tokens. Our methodology personalizes PageRank vectors by weighting links based on the match between hyperlinks and user profiles. In particular, here we describe a profile representation using Internet domain features extracted from URLs. Users specify interest profiles as binary vectors where each feature corresponds to a set of one or more DNS tree nodes. Given a profile vector, a weighted PageRank is computed assigning a weight to each URL based on the match between the URL and the profile. We present promising results from an experiment in which users were allowed to select among nine URL features combining the top two levels of the DNS tree, leading to 29 pre-computed PageRank vectors from a Yahoo crawl. Personalized PageRank performed favorably compared to pure similarity based ranking and traditional PageRank.