Query expansion using local and global document analysis
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Improving automatic query expansion
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Results and challenges in Web search evaluation
WWW '99 Proceedings of the eighth international conference on World Wide Web
Patterns of search: analyzing and modeling Web query refinement
UM '99 Proceedings of the seventh international conference on User modeling
Communications of the ACM
Proceedings of the 6th international conference on Intelligent user interfaces
Document language models, query models, and risk minimization for information retrieval
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Relevance based language models
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Optimizing search engines using clickthrough data
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
Exploiting query history for document ranking in interactive information retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Implicit feedback for inferring user preference: a bibliography
ACM SIGIR Forum
Adaptive web search based on user profile constructed without any effort from users
Proceedings of the 13th international conference on World Wide Web
Hourly analysis of a very large topically categorized web query log
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Dynamic web log session identification with statistical language models
Journal of the American Society for Information Science and Technology - Special issue: Webometrics
Context-sensitive information retrieval using implicit feedback
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Action modeling: language models that predict query behavior
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Mining long-term search history to improve search accuracy
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Contextual relevance feedback in web information retrieval
IIiX Proceedings of the 1st international conference on Information interaction in context
Evaluation by comparing result sets in context
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Capturing community search expertise for personalized web search using snippet-indexes
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Interest-based personalized search
ACM Transactions on Information Systems (TOIS)
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
Privacy protection in personalized search
ACM SIGIR Forum
Term feedback for information retrieval with language models
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Estimating the value of automatic disambiguation
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluating sources of implicit feedback in web searches
Proceedings of the 2007 ACM conference on Recommender systems
To personalize or not to personalize: modeling queries with variation in user intent
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
User Modelling for Personalized Question Answering
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Query suggestion using hitting time
Proceedings of the 17th ACM conference on Information and knowledge management
Matching task profiles and user needs in personalized web search
Proceedings of the 17th ACM conference on Information and knowledge management
Measuring user preference changes in digital libraries
Proceedings of the 17th ACM conference on Information and knowledge management
Ontology based personalized route planning system using a multi-criteria decision making approach
Expert Systems with Applications: An International Journal
A Comparison of Re-ranking Methods in Digital Libraries Using User Profiles
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
An attentive self-organizing neural model for text mining
Expert Systems with Applications: An International Journal
Discovering and using groups to improve personalized search
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Proceedings of the Second ACM International Conference on Web Search and Data Mining
From x-rays to silly putty via Uranus: serendipity and its role in web search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A survey on session detection methods in query logs and a proposal for future evaluation
Information Sciences: an International Journal
Socially filtered web search: an approach using social bookmarking tags to personalize web search
Proceedings of the 2009 ACM symposium on Applied Computing
Modeling actions of PubMed users with n-gram language models
Information Retrieval
Adaptive Clustering of Search Results
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
A Quantum-Based Model for Interactive Information Retrieval
ICTIR '09 Proceedings of the 2nd International Conference on Theory of Information Retrieval: Advances in Information Retrieval Theory
Models of searching and browsing: languages, studies, and applications
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Discovery is never by chance: designing for (un)serendipity
Proceedings of the seventh ACM conference on Creativity and cognition
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
A proactive personalised retrieval system
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
Towards a model of implicit feedback for Web search
Journal of the American Society for Information Science and Technology
A Unified Graph-Based Iterative Reinforcement Approach to Personalized Search
AIRS '09 Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology
Concept-Based, Personalized Web Information Gathering: A Survey
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
ACM Transactions on Computer-Human Interaction (TOCHI)
Personalized web search using context enhanced query
CompSysTech '09 Proceedings of the International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
Naming functions for the vector space model
ECIR'07 Proceedings of the 29th European conference on IR research
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
Citation-based methods for personalized search in digital libraries
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
Using ontology-based user preferences to aggregate rank lists in web search
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Hybrid method for personalized search in scientific digital libraries
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Exploiting session context for information retrieval: a comparative study
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Predicting query potential for personalization, classification or regression?
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Transitive history-based query disambiguation for query reformulation
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
Improving one-class collaborative filtering by incorporating rich user information
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
Understanding and predicting personal navigation
Proceedings of the fourth ACM international conference on Web search and data mining
Identifying task-based sessions in search engine query logs
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
Reexamination on potential for personalization in web search
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
A method for user profile adaptation in document retrieval
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
Unsupervised query segmentation using clickthrough for information retrieval
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
Beyond the social search: personalizing the semantic search in social networks
OCSC'11 Proceedings of the 4th international conference on Online communities and social computing
A Case Study of Collaboration and Reputation in Social Web Search
ACM Transactions on Intelligent Systems and Technology (TIST)
Web browsing behavior recording system
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
Query session detection as a cascade
Proceedings of the 20th ACM international conference on Information and knowledge management
Information Processing and Management: an International Journal
Contextual search: issues and challenges
USAB'11 Proceedings of the 7th conference on Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer Society: information Quality in e-Health
Information Processing and Management: an International Journal
Title and snippet based result re-ranking in collaborative web search
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
An unsupervised technical difficulty ranking model based on conceptual terrain in the latent space
Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries
A retrieval method adaptively reducing user's subjective impression gap
Multimedia Tools and Applications
Improving search via personalized query expansion using social media
Information Retrieval
Privacy-aware personalization for mobile advertising
Proceedings of the 2012 ACM conference on Computer and communications security
An Investigation of User Behaviour Consistency for Context-Aware Information Retrieval Systems
International Journal of Advanced Pervasive and Ubiquitous Computing
An Interests Discovery Approach in Social Networks Based on Semantically Enriched Graphs
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Tuning user profiles based on analyzing dynamic preference in document retrieval systems
Multimedia Tools and Applications
Timespent based models for predicting user retention
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
Interactive exploratory search for multi page search results
Proceedings of the 22nd international conference on World Wide Web
Enhancing personalized search by mining and modeling task behavior
Proceedings of the 22nd international conference on World Wide Web
From search session detection to search mission detection
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Discovering tasks from search engine query logs
ACM Transactions on Information Systems (TOIS)
An intelligent system for personalized information retrieval: a genetic approach
Proceedings of the International C* Conference on Computer Science and Software Engineering
Adaptive visualization for exploratory information retrieval
Information Processing and Management: an International Journal
Learning to detect task boundaries of query session
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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
From devices to people: attribution of search activity in multi-user settings
Proceedings of the 23rd international conference on World wide web
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
Web Intelligence and Agent Systems
VideoSkip: event detection in social web videos with an implicit user heuristic
Multimedia Tools and Applications
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Information retrieval systems (e.g., web search engines) are critical for overcoming information overload. A major deficiency of existing retrieval systems is that they generally lack user modeling and are not adaptive to individual users, resulting in inherently non-optimal retrieval performance. For example, a tourist and a programmer may use the same word "java" to search for different information, but the current search systems would return the same results. In this paper, we study how to infer a user's interest from the user's search context and use the inferred implicit user model for personalized search. We present a decision theoretic framework and develop techniques for implicit user modeling in information retrieval. We develop an intelligent client-side web search agent (UCAIR) that can perform eager implicit feedback, e.g., query expansion based on previous queries and immediate result reranking based on clickthrough information. Experiments on web search show that our search agent can improve search accuracy over the popular Google search engine.