Interfacing thought: cognitive aspects of human-computer interaction
Lexical ambiguity and information retrieval
ACM Transactions on Information Systems (TOIS)
WebMate: a personal agent for browsing and searching
AGENTS '98 Proceedings of the second international conference on Autonomous agents
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Real life, real users, and real needs: a study and analysis of user queries on the web
Information Processing and Management: an International Journal
Proceedings of the 11th international conference on World Wide Web
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
Persona: A Contextualized and Personalized Web Search
HICSS '02 Proceedings of the 35th Annual Hawaii International Conference on System Sciences (HICSS'02)-Volume 3 - Volume 3
Ontology Based Personalized Search
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Impact of search engines on page popularity
Proceedings of the 13th international conference on World Wide Web
Adaptive web search based on user profile constructed without any effort from users
Proceedings of the 13th international conference on World Wide Web
CubeSVD: a novel approach to personalized Web search
WWW '05 Proceedings of the 14th international conference on World Wide Web
Using ODP metadata to personalize search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive information retrieval system applied to digital libraries
WebMedia '06 Proceedings of the 12th Brazilian Symposium on Multimedia and the web
A large-scale evaluation and analysis of personalized search strategies
Proceedings of the 16th international conference on World Wide Web
Privacy-enhancing personalized web search
Proceedings of the 16th international conference on World Wide Web
Personalized social & real-time collaborative search
Proceedings of the 16th international conference on World Wide Web
Identifying User Goals from Web Search Results
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Personalized query expansion for the web
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Web search personalization with ontological user profiles
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
A personalized search engine based on Web-snippet hierarchical clustering
Software—Practice & Experience
Determining user's interest in real time
Proceedings of the 17th international conference on World Wide Web
Considering users and their opinions in knowledge management systems
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Exploring folksonomy for personalized search
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Query expansion using gaze-based feedback on the subdocument level
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Talking the talk vs. walking the walk: salience of information needs in querying vs. browsing
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Predicting when browsing context is relevant to search
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Efficient computation of personal aggregate queries on blogs
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Research on personal dataspace management
Proceedings of the 2nd SIGMOD PhD workshop on Innovative database research
Capturing User Interests by Both Exploitation and Exploration
UM '07 Proceedings of the 11th international conference on User Modeling
Personalized Web Search by Constructing Semantic Clusters of User Profiles
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Matching task profiles and user needs in personalized web search
Proceedings of the 17th ACM conference on Information and knowledge management
Pervasive Web News Recommendation for Visually Impaired People
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Personalized Advertising Strategy for Integrated Social Networking Websites
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Personalized Search Using ODP-based User Profiles Created from User Bookmark
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Search personalization through query and page topical analysis
User Modeling and User-Adapted Interaction
Cluster Based Personalized Search
WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
Incremental learning to rank with partially-labeled data
Proceedings of the 2009 workshop on Web Search Click Data
GVP model based temporal visualisation of user-centric data
International Journal of Metadata, Semantics and Ontologies
An algorithm for analyzing personalized online commercial intention
Proceedings of the 2nd International Workshop on Data Mining and Audience Intelligence for Advertising
Proceedings of the 2009 ACM symposium on Applied Computing
Personalized Delivery of On---Line Search Advertisement Based on User Interests
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
An online blog reading system by topic clustering and personalized ranking
ACM Transactions on Internet Technology (TOIT)
OLAP on search logs: an infrastructure supporting data-driven applications in search engines
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Predicting user interests from contextual information
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
A Three-Tier Profiling Framework for Adaptive e-Learning
ICWL '009 Proceedings of the 8th International Conference on Advances in Web Based Learning
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
PQC: personalized query classification
Proceedings of the 18th ACM conference on Information and knowledge management
Personalized social search based on the user's social network
Proceedings of the 18th ACM conference on Information and knowledge management
Towards a graph-based user profile modeling for a session-based personalized search
Knowledge and Information Systems
A Unified Graph-Based Iterative Reinforcement Approach to Personalized Search
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Interest based selection of user generated content for rich communication services
Journal of Network and Computer Applications
Improving quality of training data for learning to rank using click-through data
Proceedings of the third ACM international conference on Web search and data mining
Automatic generation of research trails in web history
Proceedings of the 15th international conference on Intelligent user interfaces
A web page usage prediction scheme using sequence indexing and clustering techniques
Data & Knowledge Engineering
Building a desktop search test-bed
ECIR'07 Proceedings of the 29th European conference on IR research
Personalized search on the world wide web
The adaptive web
Dynamic adaptation strategies for long-term and short-term user profile to personalize search
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Promotional ranking of search engine results: giving new web pages a chance to prove their values
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
A PLSA-based approach for building user profile and implementing personalized recommendation
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
A web-page usage prediction scheme using weighted suffix trees
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Mining Query Logs: Turning Search Usage Data into Knowledge
Foundations and Trends in Information Retrieval
Using social networks to distort users' profiles generated by web search engines
Computer Networks: The International Journal of Computer and Telecommunications Networking
Supporting document triage via annotation-based multi-application visualizations
Proceedings of the 10th annual joint conference on Digital libraries
Context-aware ranking in web search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Mining Historic Query Trails to Label Long and Rare Search Engine Queries
ACM Transactions on the Web (TWEB)
Dynamic content-page identification for media-rich websites
Multimedia Tools and Applications
Exploring online social activities for adaptive search personalization
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
Action prediction and identification from mining temporal user behaviors
Proceedings of the fourth ACM international conference on Web search and data mining
Generating simulated relevance feedback: a prognostic search approach
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Bridging topic modeling and personalized search
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Contextual information search based on ontological user profile
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part II
Context-sensitive ranking for document retrieval
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Research interests: their dynamics, structures and applications in unifying search and reasoning
Journal of Intelligent Information Systems
Probabilistic factor models for web site recommendation
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
UPS: efficient privacy protection in personalized web search
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Exploiting social networks to provide privacy in personalized web search
Journal of Systems and Software
Ontology-driven personalized query refinement
Journal of Web Engineering
Predictive client-side profiles for personalized advertising
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Towards contextual search: social networks, short contexts and multiple personas
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Social analytics for personalization in work environments
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Hierarchical user interest modeling for Chinese web pages
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Interest Aware Recommendations Based on Adaptive User Profiling
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Predicting Next Search Actions with Search Engine Query Logs
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Personalized implicit learning in a music recommender system
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Time, topic and trawl: stories about how we reach our past
Proceedings of the Designing Interactive Systems Conference
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Information Sciences: an International Journal
Observing facial expressions and gaze positions for personalized webpage recommendation
Proceedings of the 12th International Conference on Electronic Commerce: Roadmap for the Future of Electronic Business
An architecture for personalized health information retrieval
Proceedings of the 2012 international workshop on Smart health and wellbeing
Tweet recommendation with graph co-ranking
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Proceedings of the 20th ACM international conference on Multimedia
SonetRank: leveraging social networks to personalize search
Proceedings of the 21st ACM international conference on Information and knowledge management
Modeling user's non-functional preferences for personalized service ranking
ICSOC'12 Proceedings of the 10th international conference on Service-Oriented Computing
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
An Adaptive Course Generation Framework
International Journal of Distance Education Technologies
Journal of Web Engineering
Mining expertise and interests from social media
Proceedings of the 22nd international conference on World Wide Web
Measuring personalization of web search
Proceedings of the 22nd international conference on World Wide Web
Fine-grained preference-aware location search leveraging crowdsourced digital footprints from LBSNs
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
Social influence analysis and application on multimedia sharing websites
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012
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
Semantic web rules and ontologies for developing personalised mashups
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
Personalised Information Retrieval: survey and classification
User Modeling and User-Adapted Interaction
Identify the User's Information Need Using the Current Search Context
International Journal of Enterprise Information Systems
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One hundred users, one hundred needs. As more and more topics are being discussed on the web and our vocabulary remains relatively stable, it is increasingly difficult to let the search engine know what we want. Coping with ambiguous queries has long been an important part of the research on Information Retrieval, but still remains a challenging task. Personalized search has recently got significant attention in addressing this challenge in the web search community, based on the premise that a user's general preference may help the search engine disambiguate the true intention of a query. However, studies have shown that users are reluctant to provide any explicit input on their personal preference. In this paper, we study how a search engine can learn a user's preference automatically based on her past click history and how it can use the user preference to personalize search results. Our experiments show that users' preferences can be learned accurately even from little click-history data and personalized search based on user preference yields significant improvements over the best existing ranking mechanism in the literature.