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
Cluster-based language models for distributed retrieval
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
A decision-theoretic approach to database selection in networked IR
ACM Transactions on Information Systems (TOIS)
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
Rank aggregation methods for the Web
Proceedings of the 10th international conference on World Wide Web
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
Condorcet fusion for improved retrieval
Proceedings of the eleventh international conference on Information and knowledge management
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)
Self-Adaptive User Profiles for Large-Scale Data Delivery
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
Ontology Based Personalized Search
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
SIFT: a tool for wide-area information dissemination
TCON'95 Proceedings of the USENIX 1995 Technical Conference Proceedings
Letizia: an agent that assists web browsing
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Push-Style Guidance System for Technical Document Writing
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Web dynamics and their ramifications for the development of web search engines
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web dynamics
Summarizing local context to personalize global web search
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Interest-based personalized search
ACM Transactions on Information Systems (TOIS)
Personalized mining of web documents using link structures and fuzzy concept networks
Applied Soft Computing
User modeling for personalized Web search with self-organizing map: Research Articles
Journal of the American Society for Information Science and Technology
User modeling for personalized Web search with self-organizing map: Research Articles
Journal of the American Society for Information Science and Technology
Mining User preference using Spy voting for search engine personalization
ACM Transactions on Internet Technology (TOIT)
Supporting intelligent Web search
ACM Transactions on Internet Technology (TOIT)
World Wide Web
Web search personalization with ontological user profiles
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Mining web logs to improve hit ratios of prefetching and caching
Knowledge-Based Systems
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
Personalized information retrieval based on context and ontological knowledge
The Knowledge Engineering Review
Learning user interests for a session-based personalized search
Proceedings of the second international symposium on Information interaction in context
Matching task profiles and user needs in personalized web search
Proceedings of the 17th ACM conference on Information and knowledge management
Using a graph-based ontological user profile for personalizing search
Proceedings of the 17th ACM conference on Information and knowledge management
A session based personalized search using an ontological user profile
Proceedings of the 2009 ACM symposium on Applied Computing
An online blog reading system by topic clustering and personalized ranking
ACM Transactions on Internet Technology (TOIT)
A User Profiles Acquiring Approach Using Pseudo-Relevance Feedback
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
A Case-Based Perspective on Social Web Search
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Google Shared. A Case-Study in Social Search
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Mutli-agent System for Personalizing Information Source Selection
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
iMecho: an associative memory based desktop search system
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 capture-recapture sampling standardization for improving Internet meta-search
Computer Standards & Interfaces
Automatic keyword prediction using Google similarity distance
Expert Systems with Applications: An International Journal
Towards a graph-based user profile modeling for a session-based personalized search
Knowledge and Information Systems
Concept-Based, Personalized Web Information Gathering: A Survey
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
Interest based selection of user generated content for rich communication services
Journal of Network and Computer Applications
Personalized news recommendation based on click behavior
Proceedings of the 15th international conference on Intelligent user interfaces
Personalizing queries based on networks of composite preferences
ACM Transactions on Database Systems (TODS)
Journal of the American Society for Information Science and Technology
User profiles for personalized information access
The adaptive web
Personalized search on the world wide web
The adaptive web
Development of an adaptive multi-agent based content collection system for digital libraries
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
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
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 taxonomic knowledge to Bayesian belief network for personalized search
Proceedings of the 2010 ACM Symposium on Applied Computing
Learning implicit user interests using ontology and search history for personalization
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
A contextual user model for web personalization
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
Personalised distributed information retrieval-based agents
International Journal of Intelligent Systems Technologies and Applications
User preference retrieval using semantic categorization for web search
ICACT'10 Proceedings of the 12th international conference on Advanced communication technology
Inferring document utility via a decision-making based retrieval model
International Journal of Knowledge-based and Intelligent Engineering Systems
Survey of data management and analysis in disaster situations
Journal of Systems and Software
Information Systems Frontiers
Personalizing web search using long term browsing history
Proceedings of the fourth ACM international conference on Web search and data mining
Word AdHoc Network: Using Google Core Distance to extract the most relevant information
Knowledge-Based Systems
Accelerated Learning of User Profiles
Management Science
Using Google latent semantic distance to extract the most relevant information
Expert Systems with Applications: An International Journal
Folksonomy-boosted social media search and ranking
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Journal of Computational Methods in Sciences and Engineering - Intelligent Systems and Knowledge Management (Part II)
Leveraging collaborative filtering to tag-based personalized search
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
Folksonomy-based personalized search and ranking in social media services
Information Systems
A hybrid recommendation approach for one-and-only items
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Using hyperlink features to personalize web search
WebKDD'04 Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis
An academic information retrieval system based on multiagent framework
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Intelligent search on the internet
Reasoning, Action and Interaction in AI Theories and Systems
Probabilistic models for personalizing web search
Proceedings of the fifth ACM international conference on Web search and data mining
ITWP'03 Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization
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
On the use of selective ensembles for relevance classification in case-based web search
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
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
Influence diagrams for contextual information retrieval
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Introducing diversity to log-based query suggestions to deal with underspecified user queries
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Interest logic and its application on the web
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
User interests driven web personalization based on multiple social networks
Proceedings of the 4th International Workshop on Web Intelligence & Communities
A comparative survey of Personalised Information Retrieval and Adaptive Hypermedia techniques
Information Processing and Management: an International Journal
Improving search via personalized query expansion using social media
Information Retrieval
What reviews are satisfactory: novel features for automatic helpfulness voting
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Data summarization ontology-based query processing
Expert Systems with Applications: An International Journal
Personalized celebrity video search based on cross-space mining
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Personal ontologies: Generation of user profiles based on the YAGO ontology
Information Processing and Management: an International Journal
A personalised search approach for web service recommendation
International Journal of Ad Hoc and Ubiquitous Computing
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
Personalised Information Retrieval: survey and classification
User Modeling and User-Adapted Interaction
Enhanced semantic representation for improved ontology-based information retrieval
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
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Abstract--Current Web search engines are built to serve all users, independent of the special 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 learn user profiles from users' search histories. The user profiles are then used to improve retrieval effectiveness in Web search. 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 which represent the user's search intention and serve as a context to disambiguate the words in the user's query. Web search is conducted based on both the user query and the set of categories. Several profile learning and category mapping algorithms and a fusion algorithm are provided and evaluated. Experimental results indicate that our technique to personalize Web search is both effective and efficient.