Intelligent information-sharing systems
Communications of the ACM
Modeling users' interests in information filters
Communications of the ACM - Special issue on information filtering
Building a large-scale knowledge base for machine translation
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
Adaptive resonance associative map
Neural Networks
Fab: content-based, collaborative recommendation
Communications of the ACM
GroupLens: applying collaborative filtering to Usenet news
Communications of the ACM
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Proceedings of the ACM SIGCHI Conference on Human factors in computing systems
Supporting cooperative and personal surfing with a desktop assistant
Proceedings of the 10th annual ACM symposium on User interface software and technology
AGENTS '97 Proceedings of the first international conference on Autonomous agents
WebMate: a personal agent for browsing and searching
AGENTS '98 Proceedings of the second international conference on Autonomous agents
Learning personal preferences on online newspaper articles from user behaviors
Selected papers from the sixth international conference on World Wide Web
An instructable, adaptive interface for discovering and monitoring information on the World-Wide Web
IUI '99 Proceedings of the 4th international conference on Intelligent user interfaces
Adaptive Web sites: automatically synthesizing Web pages
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Hierarchical neural networks for text categorization (poster abstract)
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Yahoo! as an ontology: using Yahoo! categories to describe documents
Proceedings of the eighth international conference on Information and knowledge management
Haystack: per-user information environments
Proceedings of the eighth international conference on Information and knowledge management
Document filtering method using non-relevant information profile
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Hierarchical classification of Web content
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Personal ontologies for web navigation
Proceedings of the ninth international conference on Information and knowledge management
Learning user interest dynamics with a three-descriptor representation
Journal of the American Society for Information Science and Technology
Agent-oriented technology in support of e-business
Communications of the ACM
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
Communications of the ACM
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Personalized web search by mapping user queries to categories
Proceedings of the eleventh international conference on Information and knowledge management
Automatic Learning of User Profiles — Towards the Personalisation of Agent Services
BT Technology Journal
Automating the Construction of Internet Portals with Machine Learning
Information Retrieval
Learning implicit user interest hierarchy for context in personalization
Proceedings of the 8th international conference on Intelligent user interfaces
PVA: A Self-Adaptive Personal View Agent
Journal of Intelligent Information Systems
OntoSeek: Content-Based Access to the Web
IEEE Intelligent Systems
An Approach for Semantic Search by Matching RDF Graphs
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference
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
Evolvable Intelligent User Interface for WWW Knowledge-Based Systems
IDEAS '98 Proceedings of the 1998 International Symposium on Database Engineering & Applications
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
Proceedings of the 2nd international conference on Knowledge capture
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
Adaptive web search based on user profile constructed without any effort from users
Proceedings of the 13th international conference on World Wide Web
Anatomy and Empirical Evaluation of an Adaptive Web-Based Information Filtering System
User Modeling and User-Adapted Interaction
User Involvement in Automatic Filtering: An Experimental Study
User Modeling and User-Adapted Interaction
Ontology-based personalized search and browsing
Web Intelligence and Agent Systems
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
Personalized Search Based on User Search Histories
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web 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
Data mining for web personalization
The adaptive web
The adaptive web
The adaptive web
Personalized search on the world wide web
The adaptive web
Collaborative filtering recommender systems
The adaptive web
Content-based recommendation systems
The adaptive web
Privacy-enhanced web personalization
The adaptive web
Semantic web technologies for the adaptive web
The adaptive web
Syskill & webert: Identifying interesting web sites
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Machine learning of user profiles: representational issues
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Collaborative and usage-driven evolution of personal ontologies
ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
Open user profiles for adaptive news systems: help or harm?
Proceedings of the 16th international conference on World Wide Web
Personalized web exploration with task models
Proceedings of the 17th international conference on World Wide Web
The impact of accessibility assessment in macro scale universal usability studies of the web
W4A '08 Proceedings of the 2008 international cross-disciplinary conference on Web accessibility (W4A)
Browsing a website with topographic hints
AVI '08 Proceedings of the working conference on Advanced visual interfaces
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
Item-Based Filtering and Semantic Networks for Personalized Web Content Adaptation in E-Commerce
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
Concept-Based Document Recommendations for CiteSeer Authors
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Web Behaviormetric User Profiling Concept
EC-Web '08 Proceedings of the 9th international conference on E-Commerce and Web Technologies
Personalized recommendation on dynamic content using predictive bilinear models
Proceedings of the 18th international conference on World wide web
Learning and inferencing in user ontology for personalized Semantic Web search
Information Sciences: an International Journal
A case study of behavior-driven conjoint analysis on Yahoo!: front page today module
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
On the Gap between Automated and In-Vivo Evaluations of Web Accessibility
UAHCI '09 Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Part III: Applications and Services
Reinforcing Recommendation Using Implicit Negative Feedback
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Conceptual recommender system for CiteSeerX
Proceedings of the third ACM conference on Recommender systems
Creating User Profiles Using Wikipedia
ER '09 Proceedings of the 28th International Conference on Conceptual Modeling
User models for adaptive hypermedia and adaptive educational systems
The adaptive web
Data mining for web personalization
The adaptive web
The adaptive web
The adaptive web
Personalized search on the world wide web
The adaptive web
The adaptive web
The adaptive web
The adaptive web
Adaptive information for consumers of healthcare
The adaptive web
The adaptive web
The adaptive web
Open corpus adaptive educational hypermedia
The adaptive web
Adaptive visualization of search results: bringing user models to visual analytics
Information Visualization
Extracting user profiles from large scale data
Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud
Evaluation of a hybrid approach of personalized web information retrieval using the FIRE data set
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Proceedings of the Ergonomie et Informatique Avancee Conference
Improving the effectiveness of collaborative recommendation with ontology-based user profiles
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Modeling user knowledge from queries: introducing a metric for knowledge
AMT'10 Proceedings of the 6th international conference on Active media technology
Like like alike: joint friendship and interest propagation in social networks
Proceedings of the 20th international conference on World wide web
A web search-centric approach to recommender systems with URLs as minimal user contexts
Journal of Systems and Software
Group-oriented services: a shift towards consumer-managed relationships in the telecom industry
Transactions on computational collective intelligence II
SCENE: a scalable two-stage personalized news recommendation system
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Normal distribution re-weighting for personalized web search
Canadian AI'11 Proceedings of the 24th Canadian conference on Advances in artificial intelligence
Scalable distributed inference of dynamic user interests for behavioral targeting
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Towards multilingual user models for Personalized Multilingual Information Retrieval
Proceedings of the First Workshop on Personalised Multilingual Hypertext Retrieval
A Luhn-Inspired Vector Re-weighting Approach for Improving Personalized Web Search
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Personalised search-a hybrid approach for web information retrieval and its evaluation
International Journal of Knowledge and Web Intelligence
Can concept-based user modeling improve adaptive visualization?
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
The state-of-the-art in personalized recommender systems for social networking
Artificial Intelligence Review
Effective browsing and serendipitous discovery with an experience-infused browser
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
eHealth service discovery framework: a case study in ethiopia
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
An online framework for supporting the evaluation of personalised information retrieval systems
iUBICOM'11 Proceedings of the 6th international conference on Ubiquitous and Collaborative Computing
A multimedia recommender system based on enriched user profiles
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Personalized news recommendation: a review and an experimental investigation
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
User modeling for adaptive e-learning systems
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
Evaluating ontology-based user profiles
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Construction of semantic user profile for personalized web search
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Personality-targeted design: theory, experimental procedure, and preliminary results
Proceedings of the 2013 conference on Computer supported cooperative work
Personal ontologies: Generation of user profiles based on the YAGO ontology
Information Processing and Management: an International Journal
On Finding Fine-Granularity User Communities by Profile Decomposition
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Graph Searching Algorithms for Semantic-Social Recommendation
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
A Community Based Algorithm for Deriving Users' Profiles from Egocentrics Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Intuitive Topic Discovery by Incorporating Word-Pair's Connection Into LDA
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
A pilot study on using profile-based summarisation for interactive search assistance
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Music similarity and retrieval
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Towards a robust modeling of temporal interest change patterns for behavioral targeting
Proceedings of the 22nd international conference on World Wide Web
Geographic aspects of tie strength and value of information in social networking
Proceedings of the 6th ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Bias in algorithmic filtering and personalization
Ethics and Information Technology
Personalised Information Retrieval: survey and classification
User Modeling and User-Adapted Interaction
Visualizing the relevance of social ties in user profile modeling
Web Intelligence and Agent Systems
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The amount of information available online is increasing exponentially. While this information is a valuable resource, its sheer volume limits its value. Many research projects and companies are exploring the use of personalized applications that manage this deluge by tailoring the information presented to individual users. These applications all need to gather, and exploit, some information about individuals in order to be effective. This area is broadly called user profiling. This chapter surveys some of the most popular techniques for collecting information about users, representing, and building user profiles. In particular, explicit information techniques are contrasted with implicitly collected user information using browser caches, proxy servers, browser agents, desktop agents, and search logs. We discuss in detail user profiles represented as weighted keywords, semantic networks, and weighted concepts. We review how each of these profiles is constructed and give examples of projects that employ each of these techniques. Finally, a brief discussion of the importance of privacy protection in profiling is presented.