UMFE: a user modelling front-end subsystem
International Journal of Man-Machine Studies
User modeling in intelligent information retrieval
Information Processing and Management: an International Journal - Artificial Intelligence and Information Retrieval
A framework for ICAI systems based on inductive inference and logic programming
New Generation Computing
Decision theory in expert systems and artificial intelligence
International Journal of Approximate Reasoning
Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Experience with adaptive interfaces
The Computer Journal
Foundations of intelligent tutoring systems
Foundations of intelligent tutoring systems
Probabilistic reasoning in expert systems: theory and algorithms
Probabilistic reasoning in expert systems: theory and algorithms
Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
Proceedings of the 2nd international conference on Intelligent user interfaces
Information storage and retrieval
Information storage and retrieval
Affective computing
Context-sensitive filtering for browsing in hypertext
IUI '98 Proceedings of the 3rd international conference on Intelligent user interfaces
Web-based education for all: a tool for development adaptive courseware
WWW7 Proceedings of the seventh international conference on World Wide Web 7
A learning agent for wireless news access
Proceedings of the 5th international conference on Intelligent user interfaces
Dynamic generation of adaptive Internet-based courses
Journal of Network and Computer Applications
Applying model-based techniques to the development of UIs for mobile computers
Proceedings of the 6th international conference on Intelligent user interfaces
Domain, task, and user models for an adaptive hypermedia performance support system
Proceedings of the 7th international conference on Intelligent user interfaces
Intelligent analysis of user interactions with web applications
Proceedings of the 7th international conference on Intelligent user interfaces
Cognitive and task influences on Web searching behavior
Journal of the American Society for Information Science and Technology
Cognitive styles and hypermedia navigation: development of a learning model
Journal of the American Society for Information Science and Technology
Adaptive User Interfaces: Principles and Practice
Adaptive User Interfaces: Principles and Practice
Using Bayesian Networks to Manage Uncertainty in Student Modeling
User Modeling and User-Adapted Interaction
Modelling both the Context and the User
Personal and Ubiquitous Computing
Information Filtering Using User‘s Context on Browsing in Hypertext
User Modeling and User-Adapted Interaction
Tailoring the Interaction with Users in Web Stores
User Modeling and User-Adapted Interaction
User Modeling in Human–Computer Interaction
User Modeling and User-Adapted Interaction
A Bayesian Diagnostic Algorithm for Student Modeling and its Evaluation
User Modeling and User-Adapted Interaction
Building Probabilistic Networks: 'Where Do the Numbers Come From?' Guest Editors' Introduction
IEEE Transactions on Knowledge and Data Engineering
Adaptive Hypermedia: An Attempt to Analyze and Generalize
MHVR '94 Selected papers from the First International Conference on Hypermedia, Multimedia, and Virtual Reality: Models, Systems, and Applications
I-PETER: Modelling Personalised Diagnosis and Material Selection for an Online English Course
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
A Case-Based System for Adaptive Hypermedia Navigation
EWCBR '96 Proceedings of the Third European Workshop on Advances in Case-Based Reasoning
Towards an Authoring Coach for Adaptive Web-Based Instruction
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Student Modeling and Mastery Learning in a Computer-Based Proramming Tutor
ITS '92 Proceedings of the Second International Conference on Intelligent Tutoring Systems
A Framework for Intelligent Knowledge Sequencing and Task Sequencing
ITS '92 Proceedings of the Second International Conference on Intelligent Tutoring Systems
ELM-ART: An Intelligent Tutoring System on World Wide Web
ITS '96 Proceedings of the Third International Conference on Intelligent Tutoring Systems
Adaptive Assessment Using Granularity Hierarchies and Bayesian Nets
ITS '96 Proceedings of the Third International Conference on Intelligent Tutoring Systems
Adaptive Assessment and Training Using the Neighbourhood of Knowledge States
ITS '96 Proceedings of the Third International Conference on Intelligent Tutoring Systems
Tutoring Diagnostic Problem Solving
ITS '00 Proceedings of the 5th International Conference on Intelligent Tutoring Systems
A Web-Based Intelligent Tutoring System Using Hybrid Rules as Its Representational Basis
ITS '02 Proceedings of the 6th International Conference on Intelligent Tutoring Systems
Developing Adaptive Internet Based Courses with the Authoring System NetCoach
Revised Papers from the nternational Workshops OHS-7, SC-3, and AH-3 on Hypermedia: Openness, Structural Awareness, and Adaptivity
Multi-Agent Multi-User Modeling in I-Help
User Modeling and User-Adapted Interaction
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
The Role of Structured Content in a Personalized News Service
HICSS '01 Proceedings of the 34th Annual Hawaii International Conference on System Sciences ( HICSS-34)-Volume 7 - Volume 7
Personalizing the Interaction in a Web-based Educational Hypermedia System: the case of INSPIRE
User Modeling and User-Adapted Interaction
Probabilistic Student Modelling to Improve Exploratory Behaviour
User Modeling and User-Adapted Interaction
An adaptive viewing application for the web on personal digital assistants
Proceedings of the 21st annual international conference on Documentation
Ontological user profiling in recommender systems
ACM Transactions on Information Systems (TOIS)
Bayesian networks in educational testing
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems - New trends in probabilistic graphical models
Anatomy and Empirical Evaluation of an Adaptive Web-Based Information Filtering System
User Modeling and User-Adapted Interaction
Authoring of learning styles in adaptive hypermedia: problems and solutions
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Personalization in distributed e-learning environments
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
Neuro-fuzzy knowledge processing in intelligent learning environments for improved student diagnosis
Information Sciences—Informatics and Computer Science: An International Journal
Personalization and Context Management
User Modeling and User-Adapted Interaction
Modeling Elementary Cognitive Abilities for Adaptive Hypermedia Presentation
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
An adaptive system for the personalized access to news
AI Communications
Web Intelligence and Agent Systems
Evaluating Bayesian networks' precision for detecting students' learning styles
Computers & Education
An Intelligent SQL Tutor on the Web
International Journal of Artificial Intelligence in Education
Looking Ahead to Select Tutorial Actions: A Decision-Theoretic Approach
International Journal of Artificial Intelligence in Education
Inferring learning and attitudes from a Bayesian Network of log file data
Proceedings of the 2005 conference on Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology
Engagement tracing: using response times to model student disengagement
Proceedings of the 2005 conference on Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology
Modelling Learning in an Educational Game
Proceedings of the 2005 conference on Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology
Personalising information assets in collaborative learning environments
Proceedings of the 2005 conference on Artificial Intelligence in Education: Supporting Learning through Intelligent and Socially Informed Technology
Building and exploiting user models
IJCAI'79 Proceedings of the 6th international joint conference on Artificial intelligence - Volume 2
A teaching model exploiting cognitive conflict driven by a Bayesian network
UM'03 Proceedings of the 9th international conference on User modeling
User profiles for personalized information access
The adaptive web
Data mining for web personalization
The adaptive web
Personalized search on the world wide web
The adaptive web
The adaptive web
Collaborative filtering recommender systems
The adaptive web
Content-based recommendation systems
The adaptive web
Adaptive content presentation for the 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
Semantic web technologies for the adaptive web
The adaptive web
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
A scalable solution for adaptive problem sequencing and its evaluation
AH'06 Proceedings of the 4th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Data-Driven refinement of a probabilistic model of user affect
UM'05 Proceedings of the 10th international conference on User Modeling
Recognizing, modeling, and responding to users' affective states
UM'05 Proceedings of the 10th international conference on User Modeling
Task-Oriented web user modeling for recommendation
UM'05 Proceedings of the 10th international conference on User Modeling
Using similarity to infer meta-cognitive behaviors during analogical problem solving
UM'05 Proceedings of the 10th international conference on User Modeling
Introducing prerequisite relations in a multi-layered bayesian student model
UM'05 Proceedings of the 10th international conference on User Modeling
Modeling individual and collaborative problem solving in medical problem-based learning
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
Discovering stages in web navigation
UM'05 Proceedings of the 10th international conference on User Modeling
Fuzzy user modeling for adaptation in educational hypermedia
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A Profile Modelling Approach for E-Learning Systems
ICCSA '08 Proceedings of the international conference on Computational Science and Its Applications, Part II
Detection of Learning Styles from Learner's Browsing Behavior During E-Learning Activities
ITS '08 Proceedings of the 9th international conference on Intelligent Tutoring Systems
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Aspect-Based Personalized Text Summarization
AH '08 Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Personalized recommendation of related content based on automatic metadata extraction
CASCON '08 Proceedings of the 2008 conference of the center for advanced studies on collaborative research: meeting of minds
Multidimensional Adaptations for Open Learning Management Systems
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
An ontology-based approach for modelling grid services in the context of e-learning
International Journal of Web and Grid Services
Pedagogically founded courseware generation based on HTN-planning
Expert Systems with Applications: An International Journal
Towards service-oriented recommendation functionalities within pervasive e-learning systems
International Journal of Business Intelligence and Data Mining
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
Proceedings of the 13th International Conference on Human-Computer Interaction. Part IV: Interacting in Various Application Domains
EPCE '09 Proceedings of the 8th International Conference on Engineering Psychology and Cognitive Ergonomics: Held as Part of HCI International 2009
Finding My Needle in the Haystack: Effective Personalized Re-ranking of Search Results in Prospector
EC-Web 2009 Proceedings of the 10th International Conference on E-Commerce and Web Technologies
Personal Services: Debating the Wisdom of Personalisation
ICWL '009 Proceedings of the 8th International Conference on Advances in Web Based Learning
Adaptive systems in the era of the semantic and social web, a survey
User Modeling and User-Adapted Interaction
Building user argumentative models
Applied Intelligence
The adaptive web
The adaptive web
The adaptive web
The adaptive web
Adaptive information for consumers of healthcare
The adaptive web
Adaptive support for distributed collaboration
The adaptive web
Privacy-enhanced web personalization
The adaptive web
Open corpus adaptive educational hypermedia
The adaptive web
Semantic web technologies for the adaptive web
The adaptive web
Usability engineering for the adaptive web
The adaptive web
Artificial intelligence
A method to automatically construct a user knowledge model in a forum environment
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
A competence-based system for recommending study materials from the web (CBSR)
ITHET'10 Proceedings of the 9th international conference on Information technology based higher education and training
An approach to situational market segmentation on on-line newspapers based on current tasks
Proceedings of the fourth ACM conference on Recommender systems
Combining ontologies and scenarios for context-aware e-learning environments
Proceedings of the 28th ACM International Conference on Design of Communication
An ontology-based adaptive learning system to enhance self-directed learning
PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
Enhancing the learning experience: preliminary framework for user individual differences
USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
Accessible design through shared user modelling
ACM SIGACCESS Accessibility and Computing
An adaptive videos enrichment system based on decision trees for people with sensory disabilities
Proceedings of the International Cross-Disciplinary Conference on Web Accessibility
International Journal of Learning Technology
User modelling server for adaptive help
Intelligent Decision Technologies - Special issue on knowledge-based environments and services in human-computer interaction
An agent for versatile intelligence analysis system
Intelligent Decision Technologies - Special issue on knowledge-based environments and services in human-computer interaction
Ensembling predictions of student knowledge within intelligent tutoring systems
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
A user interface for semantic competence profiles
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
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
Adaptive interfaces: a little learning is a dangerous thing...
UAHCI'11 Proceedings of the 6th international conference on Universal access in human-computer interaction: design for all and eInclusion - Volume Part I
COMET: context ontology for mobile education technology
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Automatic identification of affective states using student log data in ITS
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Modeling users for adaptive semantics visualizations
UAHCI'11 Proceedings of the 6th international conference on Universal access in human-computer interaction: users diversity - Volume Part II
Learning styles and navigation patterns in web-based education
UAHCI'11 Proceedings of the 6th international conference on Universal access in human-computer interaction: applications and services - Volume Part IV
An approach to early recognition of web user tasks by the surfing behavior
SAMT'10 Proceedings of the 5th international conference on Semantic and digital media technologies
User model interoperability: a survey
User Modeling and User-Adapted Interaction
Towards multilingual user models for Personalized Multilingual Information Retrieval
Proceedings of the First Workshop on Personalised Multilingual Hypertext Retrieval
Dataset-driven research for improving recommender systems for learning
Proceedings of the 1st International Conference on Learning Analytics and Knowledge
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
IntrospectiveViews: an interface for scrutinizing semantic user models
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
An ontology-based approach of multimedia information personalized search
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
Artificial Intelligence Review
The sum is greater than the parts: ensembling models of student knowledge in educational software
ACM SIGKDD Explorations Newsletter
Realization of 3D virtual world platform for the basic education of adult illiterates
Journal of Mobile Multimedia
Can instruction as such affect learning? The case of learner control
Computers & Education
Evaluation of a domain-aware approach to user model interoperability
Proceedings of the 23rd ACM conference on Hypertext and social media
Learning user characteristics from social tagging behavior
Proceedings of the 23rd ACM conference on Hypertext and social media
Seeing what the system thinks you know: visualizing evidence in an open learner model
Proceedings of the 2nd International Conference on Learning Analytics and Knowledge
Evaluating the integration of fuzzy logic into the student model of a web-based learning environment
Expert Systems with Applications: An International Journal
Property-based interest propagation in ontology-based user model
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
User modeling for adaptive e-learning systems
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III
Designing for individuals: usable touch-screen interaction through shared user models
Proceedings of the 14th international ACM SIGACCESS conference on Computers and accessibility
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special issue on highlights of the decade in interactive intelligent systems
The development of intuitive knowledge classifier and the modeling of domain dependent data
Knowledge-Based Systems
The effect of predicting expertise in open learner modeling
EC-TEL'12 Proceedings of the 7th European conference on Technology Enhanced Learning
ER'12 Proceedings of the 2012 international conference on Advances in Conceptual Modeling
Adaptive Collaboration Based on the E-CARGO Model
International Journal of Agent Technologies and Systems
Taking Social Networks to the Next Level
International Journal of Distributed Systems and Technologies
Creating a Personalized Artificial Intelligence Course: WELSA Case Study
International Journal of Information Systems and Social Change
Deconstructing disengagement: analyzing learner subpopulations in massive open online courses
Proceedings of the Third International Conference on Learning Analytics and Knowledge
Review: Student modeling approaches: A literature review for the last decade
Expert Systems with Applications: An International Journal
International Journal of Learning Technology
Research paper recommender system evaluation: a quantitative literature survey
Proceedings of the International Workshop on Reproducibility and Replication in Recommender Systems Evaluation
Analyzing the students' behavior and relevant topics in virtual learning communities
Computers in Human Behavior
Personalised Information Retrieval: survey and classification
User Modeling and User-Adapted Interaction
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One distinctive feature of any adaptive system is the user model that represents essential information about each user. This chapter complements other chapters of this book in reviewing user models and user modeling approaches applied in adaptive Web systems. The presentation is structured along three dimensions: what is being modeled, how it is modeled, and how the models are maintained. After a broad overview of the nature of the information presented in these various user models, the chapter focuses on two groups of approaches to user model representation and maintenance: the overlay approach to user model representation and the uncertainty-based approach to user modeling.