UMFE: a user modelling front-end subsystem
International Journal of Man-Machine Studies
XTRA: a natural-language access system to expert systems
International Journal of Man-Machine Studies
User models in dialog systems
Modeling the user's conceptual knowledge in BGP-MS, a user modeling shell system
Computational Intelligence
A shell for developing non-monotonic user modeling systems
International Journal of Human-Computer Studies
THEMIS: a nonmonotonic inductive student modeling system
Journal of Artificial Intelligence in Education
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Exploiting learning techniques for the acquisition of user stereotypes and communities
UM '99 Proceedings of the seventh international conference on User modeling
Transactional consistency in user modeling systems
UM '99 Proceedings of the seventh international conference on User modeling
One for all and all in one: a learner modelling server in a multi-agent platform
UM '99 Proceedings of the seventh international conference on User modeling
Adaptive HyperText and Hypermedia
Adaptive HyperText and Hypermedia
Internet World Guide to One-to-One Web Marketing
Internet World Guide to One-to-One Web Marketing
Logic-Based Representation and Reasoning for User Modeling Shell Systems
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Natural Language Processing and User Modeling: Synergies and Limitations
User Modeling and User-Adapted Interaction
A Review and Analysis of Commercial User Modeling Servers for Personalization on the World Wide Web
User Modeling and User-Adapted Interaction
User Modeling for Adaptive News Access
User Modeling and User-Adapted Interaction
Security and Privacy in User Modeling
Security and Privacy in User Modeling
Building and exploiting user models.
Building and exploiting user models.
Acquiring a model of the user's beliefs from a cooperative advisory dialog
Acquiring a model of the user's beliefs from a cooperative advisory dialog
Personalised hypermedia presentation techniques for improving online customer relationships
The Knowledge Engineering Review
Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence)
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Personalized hypermedia and international privacy
Communications of the ACM - The Adaptive Web
User Modeling and User-Adapted Interaction
A Review and Analysis of Commercial User Modeling Servers for Personalization on the World Wide Web
User Modeling and User-Adapted Interaction
User Modeling for Personalized City Tours
Artificial Intelligence Review
Personalized Adaptation to Device Characteristics
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Personis: A Server for User Models
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Fuzzy Linguistic Summaries in Rule-Based Adaptive Hypermedia Systems
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Commercial Tools for the Development of Personalized Web Applications: A Survey
EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies
Privacy through pseudonymity in user-adaptive systems
ACM Transactions on Internet Technology (TOIT)
Adaptive interfaces and agents
The human-computer interaction handbook
IHM '02 Proceedings of the 14th French-speaking conference on Human-computer interaction (Conférence Francophone sur l'Interaction Homme-Machine)
Multi-Agent Multi-User Modeling in I-Help
User Modeling and User-Adapted Interaction
Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE
User Modeling and User-Adapted Interaction
Studying the effect of similarity in online task-focused interactions
GROUP '03 Proceedings of the 2003 international ACM SIGGROUP conference on Supporting group work
Interacting with embodied agents in public environments
Proceedings of the working conference on Advanced visual interfaces
E-commerce personalization and real-time site monitoring
Designing personalized user experiences in eCommerce
Impacts of user privacy preferences on personalized systems: a comparative study
Designing personalized user experiences in eCommerce
KnowledgeTree: a distributed architecture for adaptive e-learning
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Inspectable Bayesian student modelling servers in multi-agent tutoring systems
International Journal of Human-Computer Studies
Can user models be learned at all? Inherent problems in machine learning for user modelling
The Knowledge Engineering Review
Architecture of a dialog system with an assistant agent
IHM 2003 Proceedings of the 15th French-speaking conference on human-computer interaction on 15eme Conference Francophone sur l'Interaction Homme-Machine
Towards an Advanced Modeling System Applying a Service-Based Approach
ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies
Social matching: A framework and research agenda
ACM Transactions on Computer-Human Interaction (TOCHI)
Consistent Modelling of Users, Devices and Sensors in a Ubiquitous Computing Environment
User Modeling and User-Adapted Interaction
A conceptual framework for developing adaptive multimodal applications
Proceedings of the 11th international conference on Intelligent user interfaces
Generating personalized tourist map descriptions
IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence
A multi-agent system for efficiently managing query answering in an e-government scenario
Proceedings of the 2006 ACM symposium on Applied computing
Modeling web applications reacting to user behaviors
Computer Networks: The International Journal of Computer and Telecommunications Networking - Web dynamics
Adaptive hypermedia for the semantic web
Proceedings of the joint international workshop on Adaptivity, personalization & the semantic web
An adaptive system for the personalized access to news
AI Communications
MyMap: Generating personalized tourist descriptions
Applied Intelligence
Delivering adaptivity through context-awareness
Journal of Network and Computer Applications
Leveraging rich accessible documents on the web
W4A '07 Proceedings of the 2007 international cross-disciplinary conference on Web accessibility (W4A)
User Modeling and User-Adapted Interaction
World Wide Web
Investigating Privacy Attitudes and Behavior in Relation to Personalization
Social Science Computer Review
WAQM: managing QoS in wireless networks by means of an XML-based multiagent system
International Journal of Wireless and Mobile Computing
Customisation for ubiquitous web applications: a comparison of approaches
International Journal of Web Engineering and Technology
Specification, authoring and prototyping of personalised workplace learning solutions
International Journal of Learning Technology
Utilization of intelligent agents for supporting citizens in their access to e-government services
Web Intelligence and Agent Systems
Find me if you can: designing interfaces for people search
Proceedings of the 13th international conference on Intelligent user interfaces
Mediation of user models for enhanced personalization in recommender systems
User Modeling and User-Adapted Interaction
UM '07 Proceedings of the 11th international conference on User Modeling
A Semantics-Based Dialogue for Interoperability of User-Adaptive Systems in a Ubiquitous Environment
UM '07 Proceedings of the 11th international conference on User Modeling
Context-Dependent User Modelling for Smart Homes
UM '07 Proceedings of the 11th international conference on User Modeling
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
Towards Inferring Sequential-Global Dimension of Learning Styles from Mouse Movement Patterns
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Tailoring the Interpretation of Spatial Utterances for Playing a Board Game
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
Analysis of QoS in cooperative services for real time applications
Data & Knowledge Engineering
User identification for cross-system personalisation
Information Sciences: an International Journal
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
A Study on the Granularity of User Modeling for Tag Prediction
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Towards user psychological profile
Proceedings of the VIII Brazilian Symposium on Human Factors in Computing Systems
Cross-representation mediation of user models
User Modeling and User-Adapted Interaction
AH 12 years later: a comprehensive survey of adaptive hypermedia methods and techniques
The New Review of Hypermedia and Multimedia - Adaptive Hypermedia
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Modelling the Human Values Scale in Recommender Systems: A first approach
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Identifying Inter-Domain Similarities through Content-Based Analysis of Hierarchical Web-Directories
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
User Interface Adaptation of Web-Based Services on the Semantic Web
UAHCI '09 Proceedings of the 5th International on ConferenceUniversal Access in Human-Computer Interaction. Part II: Intelligent and Ubiquitous Interaction Environments
Dynamic Adaptation of Web 2.0 Applications by Combining Extended Device Profiles
UAHCI '09 Proceedings of the 5th International Conference on Universal Access in Human-Computer Interaction. Part III: Applications and Services
Review: Personalizing recommendations for tourists
Telematics and Informatics
Predicting Customer Models Using Behavior-Based Features in Shops
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
ISeller: A Flexible Personalization Infrastructure for e-Commerce Applications
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
A Machine Learning Based Framework for Adaptive Mobile Learning
ICWL '009 Proceedings of the 8th International Conference on Advances in Web Based Learning
Inferring long-term user properties based on users' location history
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Personalized, interactive question answering on the Web
KRAQ '08 Coling 2008: Proceedings of the workshop on Knowledge and Reasoning for Answering Questions
Summarization from medical documents: a survey
Artificial Intelligence in Medicine
Implicit human-centered tagging
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Modeling human behavior in user-adaptive systems: Recent advances using soft computing techniques
Expert Systems with Applications: An International Journal
Receptionist or information kiosk: how do people talk with a robot?
Proceedings of the 2010 ACM conference on Computer supported cooperative work
Exploring the feasibility of web form adaptation to users' cultural dimension scores
User Modeling and User-Adapted Interaction
AH-questionnaire: An adaptive hierarchical questionnaire for learning styles
Computers & Education
Tools for personalised presentation of information
BNCOD'03 Proceedings of the 20th British national conference on Databases
Performance evaluation of user modeling servers under real-world workload condition
UM'03 Proceedings of the 9th international conference on User modeling
Ontology-based user modeling for knowledge management systems
UM'03 Proceedings of the 9th international conference on User modeling
D-ME: personal interaction in smart environments
UM'03 Proceedings of the 9th international conference on User modeling
Context-awareness in user modelling: requirements analysis for a case-based reasoning application
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
UAHCI'07 Proceedings of the 4th international conference on Universal access in human-computer interaction: ambient interaction
The adaptive web
Personalization in e-commerce applications
The adaptive web
The adaptive web
RecoMap: an interactive and adaptive map-based recommender
Proceedings of the 2010 ACM Symposium on Applied Computing
Artificial intelligence
User profiling with privacy: a framework for adaptive information agents
Intelligent information agents
In-depth behavior understanding and use: The behavior informatics approach
Information Sciences: an International Journal
Automatic detection of users' skill levels using high-frequency user interface events
User Modeling and User-Adapted Interaction
A contextual data mining approach toward assisting the treatment of anxiety disorders
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
Orchestrating learning using adaptive educational designs in IMS learning design
EC-TEL'10 Proceedings of the 5th European conference on Technology enhanced learning conference on Sustaining TEL: from innovation to learning and practice
User modelling server for adaptive help
Intelligent Decision Technologies - Special issue on knowledge-based environments and services in human-computer interaction
Adaptations based on ontology evolution as a mean to exploit collective intelligence
UAHCI'11 Proceedings of the 6th international conference on Universal access in human-computer interaction: design for all and eInclusion - Volume Part I
Analyzing cross-system user modeling on the social web
ICWE'11 Proceedings of the 11th international conference on Web engineering
User model interoperability: a survey
User Modeling and User-Adapted Interaction
A generic semantic-based framework for cross-domain recommendation
Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Using intelligent agents in e-government for supporting decision making about service proposals
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
A classification, based on ICF, for modelling human computer interaction
ICCHP'06 Proceedings of the 10th international conference on Computers Helping People with Special Needs
Cross-technique mediation of user models
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Decentralized mediation of user models for a better personalization
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Facilitating mental modeling in collaborative human-robot interaction through adverbial cues
SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
An approach to user-behavior-aware web applications
ICWE'05 Proceedings of the 5th international conference on Web Engineering
Ontologically-Enriched unified user modeling for cross-system personalization
UM'05 Proceedings of the 10th international conference on User Modeling
A framework of context-sensitive visualization for user-centered interactive systems
UM'05 Proceedings of the 10th international conference on User Modeling
Gumo: the general user model ontology
UM'05 Proceedings of the 10th international conference on User Modeling
Constraint-Sensitive privacy management for personalized web-based systems
UM'05 Proceedings of the 10th international conference on User Modeling
A system for context-dependent user modeling
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part II
Extending social networks with implicit human-human interaction
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part I
Entertainment personalization mechanism through cross-domain user modeling
INTETAIN'05 Proceedings of the First international conference on Intelligent Technologies for Interactive Entertainment
Secure identity management for pseudo-anonymous service access
SPC'05 Proceedings of the Second international conference on Security in Pervasive Computing
Personalization for the semantic web
Proceedings of the First international conference on Reasoning Web
A generative graphical model for collaborative filtering of visual content
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
Personality templates and social hierarchies using stereotypes
TIDSE'06 Proceedings of the Third international conference on Technologies for Interactive Digital Storytelling and Entertainment
Situation modeling and smart context retrieval with semantic web technology and conflict resolution
MRC'05 Proceedings of the Second international conference on Modeling and Retrieval of Context
A survey of context-aware cross-digital library personalization
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
TUMS: twitter-based user modeling service
ESWC'11 Proceedings of the 8th international conference on The Semantic Web
Proceedings of the 21st international conference companion on World Wide Web
Personalization in cultural heritage: the road travelled and the one ahead
User Modeling and User-Adapted Interaction
Personalization and privacy: a survey of privacy risks and remedies in personalization-based systems
User Modeling and User-Adapted Interaction
Proceedings of the International Cross-Disciplinary Conference on Web Accessibility
Automated user modeling for personalized digital libraries
International Journal of Information Management: The Journal for Information Professionals
User and context modelling for adaptive mobile learning interfaces
International Journal of Mobile Learning and Organisation
GeniUS: generic user modeling library for the social semantic web
JIST'11 Proceedings of the 2011 joint international conference on The Semantic Web
Personalization of mobile value added services
Proceedings of the CUBE International Information Technology Conference
Smart indicators on learning interactions
EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
A reference profile ontology for communities of practice
International Journal of Metadata, Semantics and Ontologies
Expert Systems with Applications: An International Journal
User individuality management in websites based on WAI-ARIA annotations and ontologies
Proceedings of the 10th International Cross-Disciplinary Conference on Web Accessibility
International Journal of Business Information Systems
Lightweight tourism recommendation
International Journal of Web Engineering and Technology
UAHCI'13 Proceedings of the 7th international conference on Universal Access in Human-Computer Interaction: design methods, tools, and interaction techniques for eInclusion - Volume Part I
A User Modelling Wizard for People with Motor Impairments
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
Creating a model of the dynamics of socio-technical groups
User Modeling and User-Adapted Interaction
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The paper reviews the development of generic user modeling systems over the past twenty years. It describes their purposes, their services within user-adaptive systems, and the different design requirements for research prototypes and commercially deployed servers. It discusses the architectures that have been explored so far, namely shell systems that form part of the application, central server systems that communicate with several applications, and possible future user modeling agents that physically follow the user. Several implemented research prototypes and commercial systems are briefly described.