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
LDAP: programming directory-enabled applications with lightweight directory access protocol
LDAP: programming directory-enabled applications with lightweight directory access protocol
Agent technology: foundations, applications, and markets
Agent technology: foundations, applications, and markets
KN-AHS: an adaptive hypertext client of the user modeling system BGP-MS
Readings in intelligent user interfaces
The CORBA reference guide: understanding the Common Object Request Broker Architecture
The CORBA reference guide: understanding the Common Object Request Broker Architecture
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
From adaptive hypermedia to the adaptive web
Communications of the ACM - The Adaptive Web
Understanding and Deploying LDAP Directory Services
Understanding and Deploying LDAP Directory Services
Big Book of Lightweight Directory Access Protocol (Ldap) Rfcs
Big Book of Lightweight Directory Access Protocol (Ldap) Rfcs
Logic-Based Representation and Reasoning for User Modeling Shell Systems
User Modeling and User-Adapted Interaction
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
Personis: A Server for User Models
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Privacy through pseudonymity in user-adaptive systems
ACM Transactions on Internet Technology (TOIT)
Security and Privacy in User Modeling
Security and Privacy in User Modeling
Multi-Agent Multi-User Modeling in I-Help
User Modeling and User-Adapted Interaction
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
User Modeling Servers: Requirements, Design, and Evaluation
User Modeling Servers: Requirements, Design, and Evaluation
PocketLens: Toward a personal recommender system
ACM Transactions on Information Systems (TOIS)
KnowledgeTree: a distributed architecture for adaptive e-learning
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence)
Consistent Modelling of Users, Devices and Sensors in a Ubiquitous Computing Environment
User Modeling and User-Adapted Interaction
An LDAP-based User Modeling Server and its Evaluation
User Modeling and User-Adapted Interaction
Ontology-based user modeling for knowledge management systems
UM'03 Proceedings of the 9th international conference on User modeling
A user modeling markup language (userML) for ubiquitous computing
UM'03 Proceedings of the 9th international conference on User modeling
User models for adaptive hypermedia and adaptive educational systems
The adaptive web
User profiles for personalized information access
The adaptive web
Data mining for web personalization
The adaptive web
Collaborative filtering recommender systems
The adaptive web
Hybrid web recommender systems
The adaptive web
Personalization in e-commerce applications
The adaptive web
Privacy-enhanced web personalization
The adaptive web
Open corpus adaptive educational hypermedia
The adaptive web
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Gumo: the general user model ontology
UM'05 Proceedings of the 10th international conference on User Modeling
Long-term and session-specific user preferences in a mobile recommender system
Proceedings of the 13th international conference on Intelligent user interfaces
UM '07 Proceedings of the 11th international conference on User Modeling
Respecting Users' Individual Privacy Constraints in Web Personalization
UM '07 Proceedings of the 11th international conference on User Modeling
Towards user psychological profile
Proceedings of the VIII Brazilian Symposium on Human Factors in Computing Systems
Context-Aware Adaptation: A Case Study On Mathematical Notations
Information Systems Management
Reveal the Collaboration in a Open Learning Environment
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
Privacy-friendly user modelling for smart environments
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services
MAGADI: a Blended-Learning Framework for Overall Learning
Proceedings of the 2009 conference on Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling
Personalisation of Learning in Virtual Learning Environments
EC-TEL '09 Proceedings of the 4th European Conference on Technology Enhanced Learning: Learning in the Synergy of Multiple Disciplines
Context-adaptive interaction for collaborative work
CHI '10 Extended Abstracts on Human Factors in Computing Systems
User profiles for personalized information access
The adaptive web
The adaptive web
Personalization in e-commerce applications
The adaptive web
Integrating web service and semantic dialogue model for user models interoperability on the web
Journal of Intelligent Information Systems
User Modeling and User-Adapted Interaction
Content-free collaborative learning modeling using data mining
User Modeling and User-Adapted Interaction
A framework for semantic recommendations in situational applications
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Some issues regarding the design of adaptive interface generation systems
UAHCI'11 Proceedings of the 6th international conference on Universal access in human-computer interaction: design for all and eInclusion - Volume Part I
User model interoperability: a survey
User Modeling and User-Adapted Interaction
An ontology-based IT student model in an educational social network
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
PersonisJ: mobile, client-side user modelling
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Personalization and privacy: a survey of privacy risks and remedies in personalization-based systems
User Modeling and User-Adapted Interaction
User modelling ecosystems: a user-centred approach
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Exploiting preference queries for searching learning resources
EC-TEL'07 Proceedings of the Second European conference on Technology Enhanced Learning: creating new learning experiences on a global scale
Enabling adaptivity in user interfaces
ECSA'07 Proceedings of the First European conference on Software Architecture
A reference profile ontology for communities of practice
International Journal of Metadata, Semantics and Ontologies
A PLA-based privacy-enhancing user modeling framework and its evaluation
User Modeling and User-Adapted Interaction
Adapting social and intelligent environments to support people with special needs
IWAAL'12 Proceedings of the 4th international conference on Ambient Assisted Living and Home Care
International Journal of Learning Technology
Predicting user personality by mining social interactions in Facebook
Journal of Computer and System Sciences
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
Sentiment analysis in Facebook and its application to e-learning
Computers in Human Behavior
Experimental evaluation of context-dependent collaborative filtering using item splitting
User Modeling and User-Adapted Interaction
Creating a model of the dynamics of socio-technical groups
User Modeling and User-Adapted Interaction
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This chapter reviews research results in the field of Generic User Modeling Systems. It describes the purposes of such systems, their services within user-adaptive systems, and the different design requirements for research prototypes and commercial deployments. 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 agent-based user modeling systems. Major implemented research prototypes and commercial systems are briefly described.