A prototype intelligent user interface for real-time supervisory control systems
IUI '93 Proceedings of the 1st international conference on Intelligent user interfaces
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Evaluating strategies for similarity search on the web
Proceedings of the 11th international conference on World Wide Web
Fuzzy user modeling for information retrieval on the World Wide Web
Knowledge and Information Systems
Machine Learning for User Modeling
User Modeling and User-Adapted Interaction
Learning implicit user interest hierarchy for context in personalization
Proceedings of the 8th international conference on Intelligent user interfaces
Efficient Data Mining for Path Traversal Patterns
IEEE Transactions on Knowledge and Data Engineering
A Study on Using Genetic Niching for Query Optimisation in Document Retrieval
Proceedings of the 24th BCS-IRSG European Colloquium on IR Research: Advances in Information Retrieval
Clustering Web Sessions by Sequence Alignment
DEXA '02 Proceedings of the 13th International Workshop on Database and Expert Systems Applications
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
U.S. versus European web searching trends
ACM SIGIR Forum
Stuff I've seen: a system for personal information retrieval and re-use
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Personalized Web Search For Improving Retrieval Effectiveness
IEEE Transactions on Knowledge and Data Engineering
Implicit feedback for inferring user preference: a bibliography
ACM SIGIR Forum
Anatomy and Empirical Evaluation of an Adaptive Web-Based Information Filtering System
User Modeling and User-Adapted Interaction
Web-page classification through summarization
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Ontology-based personalized search and browsing
Web Intelligence and Agent Systems
Topical web crawlers: Evaluating adaptive algorithms
ACM Transactions on Internet Technology (TOIT)
Personalized Web Search with Self-Organizing Map
EEE '05 Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE'05) on e-Technology, e-Commerce and e-Service
A General Evaluation Framework for Topical Crawlers
Information Retrieval
Algorithmic detection of semantic similarity
WWW '05 Proceedings of the 14th international conference on World Wide Web
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
Using ODP metadata to personalize search
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
Towards personalised web intelligence
Knowledge and Information Systems
Implicit user modeling for personalized search
Proceedings of the 14th ACM international conference on Information and knowledge management
Automatic identification of user interest for personalized search
Proceedings of the 15th international conference on World Wide Web
Mining long-term search history to improve search accuracy
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
A collaborative filtering framework based on fuzzy association rules and multiple-level similarity
Knowledge and Information Systems
Applying language modeling to session identification from database trace logs
Knowledge and Information Systems
Interest-based personalized search
ACM Transactions on Information Systems (TOIS)
A large-scale evaluation and analysis of personalized search strategies
Proceedings of the 16th international conference on World Wide Web
Web search personalization with ontological user profiles
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Top 10 algorithms in data mining
Knowledge and Information Systems
Measuring ranked list robustness for query performance prediction
Knowledge and Information Systems
Learning user interests for a session-based personalized search
Proceedings of the second international symposium on Information interaction in context
A session based personalized search using an ontological user profile
Proceedings of the 2009 ACM symposium on Applied Computing
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
How to define searching sessions on web search engines
WebKDD'06 Proceedings of the 8th Knowledge discovery on the web international conference on Advances in web mining and web usage analysis
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
An Exploratory Study on Using Social Information Networks for Flexible Literature Access
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Inferring situation-based interests for mobile users: a case based reasoning approach
Proceedings of the 2011 ACM Symposium on Applied Computing
A personalized graph-based document ranking model using a semantic user profile
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
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
Proactive search enabled context-sensitive knowledge supply situated in computer-aided engineering
Advanced Engineering Informatics
Personal ontologies: Generation of user profiles based on the YAGO ontology
Information Processing and Management: an International Journal
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the VLDB Endowment
Visualizing the relevance of social ties in user profile modeling
Web Intelligence and Agent Systems
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Most Web search engines use the content of the Web documents and their link structures to assess the relevance of the document to the user’s query. With the growth of the information available on the web, it becomes difficult for such Web search engines to satisfy the user information need expressed by few keywords. First, personalized information retrieval is a promising way to resolve this problem by modeling the user profile by his general interests and then integrating it in a personalized document ranking model. In this paper, we present a personalized search approach that involves a graph-based representation of the user profile. The user profile refers to the user interest in a specific search session defined as a sequence of related queries. It is built by means of score propagation that allows activating a set of semantically related concepts of reference ontology, namely the ODP. The user profile is maintained across related search activities using a graph-based merging strategy. For the purpose of detecting related search activities, we define a session boundary recognition mechanism based on the Kendall rank correlation measure that tracks changes in the dominant concepts held by the user profile relatively to a new submitted query. Personalization is performed by re-ranking the search results of related queries using the user profile. Our experimental evaluation is carried out using the HARD 2003 TREC collection and showed that our session boundary recognition mechanism based on the Kendall measure provides a significant precision comparatively to other non-ranking based measures like the cosine and the WebJaccard similarity measures. Moreover, results proved that the graph-based search personalization is effective for improving the search accuracy.