Information retrieval: data structures and algorithms
Information retrieval: data structures and algorithms
Personalized information delivery: an analysis of information filtering methods
Communications of the ACM - Special issue on information filtering
An example-based mapping method for text categorization and retrieval
ACM Transactions on Information Systems (TOIS)
Noise reduction in a statistical approach to text categorization
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Incremental relevance feedback for information filtering
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Matrix computations (3rd ed.)
Learning and Revising User Profiles: The Identification ofInteresting Web Sites
Machine Learning - Special issue on multistrategy learning
WebMate: a personal agent for browsing and searching
AGENTS '98 Proceedings of the second international conference on Autonomous agents
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
A system for automatic personalized tracking of scientific literature on the Web
Proceedings of the fourth ACM conference on Digital libraries
Yahoo! as an ontology: using Yahoo! categories to describe documents
Proceedings of the eighth international conference on Information and knowledge management
An adaptive algorithm for learning changes in user interests
Proceedings of the eighth international conference on Information and knowledge management
The impact of database selection on distributed searching
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Probe, count, and classify: categorizing hidden web databases
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Efficient and effective metasearch for text databases incorporating linkages among documents
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Machine Learning
Information Retrieval: Algorithms and Heuristics
Information Retrieval: Algorithms and Heuristics
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Hierarchically Classifying Documents Using Very Few Words
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Generalizing GlOSS to Vector-Space Databases and Broker Hierarchies
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Improving Category Specific Web Search by Learning Query Modifications
SAINT '01 Proceedings of the 2001 Symposium on Applications and the Internet (SAINT 2001)
Ontology Based Personalized Search
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Using Automated Classification for Summarizing and SelectingHeterogeneous Information Sources
Using Automated Classification for Summarizing and SelectingHeterogeneous Information Sources
SIFT: a tool for wide-area information dissemination
TCON'95 Proceedings of the USENIX 1995 Technical Conference Proceedings
Implicit feedback for inferring user preference: a bibliography
ACM SIGIR Forum
A community-aware search engine
Proceedings of the 13th international conference on World Wide Web
Personalized Queries under a Generalized Preference Model
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
CubeSVD: a novel approach to personalized Web search
WWW '05 Proceedings of the 14th international conference on World Wide Web
Constrained optimalities in query personalization
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Web-page summarization using clickthrough data
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Personalizing search via automated analysis of interests and activities
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Retroactive answering of search queries
Proceedings of the 15th international conference on World Wide Web
Web dynamics and their ramifications for the development of web search engines
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web dynamics
A large-scale analysis of query logs for assessing personalization opportunities
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
An integrated two-stage model for intelligent information routing
Decision Support Systems
Category ranking for personalized search
Data & Knowledge Engineering
An iterative implicit feedback approach to personalized search
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
A large-scale evaluation and analysis of personalized search strategies
Proceedings of the 16th international conference on World Wide Web
Information Processing and Management: an International Journal
Using query contexts in information retrieval
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Mining User preference using Spy voting for search engine personalization
ACM Transactions on Internet Technology (TOIT)
Deep classifier: automatically categorizing search results into large-scale hierarchies
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
An integrated web system to facilitate personalized web searching algorithms
Proceedings of the 2008 ACM symposium on Applied computing
Supporting personalized ranking over categorical attributes
Information Sciences: an International Journal
Automatically identifying localizable queries
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Search structures and algorithms for personalized ranking
Information Sciences: an International Journal
A knowledge retrieval model using ontology mining and user profiling
Integrated Computer-Aided Engineering
Personalized search based on user intention through the hierarchical phrase vector model
ACC'08 Proceedings of the WSEAS International Conference on Applied Computing Conference
Adapting information retrieval to query contexts
Information Processing and Management: an International Journal
Personalized online document, image and video recommendation via commodity eye-tracking
Proceedings of the 2008 ACM conference on Recommender systems
Personalized cluster-based semantically enriched web search for e-learning
Proceedings of the 2nd international workshop on Ontologies and information systems for the semantic web
User language model for collaborative personalized search
ACM Transactions on Information Systems (TOIS)
User intention based personalized search: HPS(hierarchical phrase search)
WSEAS Transactions on Circuits and Systems
Subjectively Related Association Term Discovery towards Personalized Web Information Retrieval
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Search personalization through query and page topical analysis
User Modeling and User-Adapted Interaction
User-oriented document summarization through vision-based eye-tracking
Proceedings of the 14th international conference on Intelligent user interfaces
Cluster Based Personalized Search
WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
Personalized retrieval in social bookmarking
Proceedings of the ACM 2009 international conference on Supporting group work
PIDALION: a reconfigurable agent-based multimedia search engine platform
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
Statistical classification of Search Engines interrogated by the Meta-Search System
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Towards efficient document content sharing in social networks
Proceedings of the 2nd international workshop on Social software engineering and applications
Finding My Needle in the Haystack: Effective Personalized Re-ranking of Search Results in Prospector
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Personalization of Content Ranking in the Context of Local Search
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
User profiles for personalized information access
The adaptive web
Mining Query Logs: Turning Search Usage Data into Knowledge
Foundations and Trends in Information Retrieval
A comparison of general vs personalised affective models for the prediction of topical relevance
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
CiteData: a new multi-faceted dataset for evaluating personalized search performance
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Personalizing web search using long term browsing history
Proceedings of the fourth ACM international conference on Web search and data mining
Search result diversity for informational queries
Proceedings of the 20th international conference on World wide web
Identifying and ranking possible semantic and common usage categories of search engine queries
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Ontology-driven personalized query refinement
Journal of Web Engineering
User modeling-based spatial web personalization
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II
Hierarchical user interest modeling for Chinese web pages
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Using probabilistic latent semantic analysis for personalized web search
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
“THAT’s what i was looking for”: comparing user-rated relevance with search engine rankings
INTERACT'05 Proceedings of the 2005 IFIP TC13 international conference on Human-Computer Interaction
A framework for personalizing web search with concept-based user profiles
ACM Transactions on Internet Technology (TOIT)
Improving re-ranking of search results using collaborative filtering
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Multidimensional relevance: Prioritized aggregation in a personalized Information Retrieval setting
Information Processing and Management: an International Journal
Personalized search results with user interest hierarchies learnt from bookmarks
WebKDD'05 Proceedings of the 7th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
CARSA – an architecture for the development of context adaptive retrieval systems
AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback
Ranking semantic relationships between two entities using personalization in context specification
Information Sciences: an International Journal
Mining user dwell time for personalized web search re-ranking
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
SonetRank: leveraging social networks to personalize search
Proceedings of the 21st ACM international conference on Information and knowledge management
A scalable and efficient Web 2.0 reader platform for mashups
International Journal of Web Engineering and Technology
Measuring personalization of web search
Proceedings of the 22nd international conference on World Wide Web
Mining search and browse logs for web search: A Survey
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Personalised web search using ACO with information scent
International Journal of Knowledge and Web Intelligence
Take this personally: pollution attacks on personalized services
SEC'13 Proceedings of the 22nd USENIX conference on Security
User modeling in search logs via a nonparametric bayesian approach
Proceedings of the 7th ACM international conference on Web search and data mining
An efficient and scalable ranking technique for mashups involving RSS data sources
Journal of Network and Computer Applications
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Current web search engines are built to serve all users, independent of the needs of any individual user. Personalization of web search is to carry out retrieval for each user incorporating his/her interests. We propose a novel technique to map a user query to a set of categories, which represent the user's search intention. This set of categories can serve as a context to disambiguate the words in the user's query. A user profile and a general profile are learned from the user's search history and a category hierarchy respectively. These two profiles are combined to map a user query into a set of categories. Several learning and combining algorithms are evaluated and found to be effective. Among the algorithms to learn a user profile, we choose the Rocchio-based method for its simplicity, efficiency and its ability to be adaptive. Experimental results indicate that our technique to personalize web search is both effective and efficient.