Decision theory in expert systems and artificial intelligence
International Journal of Approximate Reasoning
A model for reasoning about persistence and causation
Computational Intelligence
Dynamic network models for forecasting
UAI '92 Proceedings of the eighth conference on Uncertainty in Artificial Intelligence
A Bayesian model of plan recognition
Artificial Intelligence
Decision-theoretic troubleshooting
Communications of the ACM
Inferring informational goals from free-text queries: a Bayesian approach
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Display of information for time-critical decision making
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Accounting for context in plan recognition, with application to traffic monitoring
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Interaction and modeling techniques for desktop two-handed input
Proceedings of the 11th annual ACM symposium on User interface software and technology
Continual computation policies for utility-directed prefetching
Proceedings of the seventh international conference on Information and knowledge management
Making systems sensitive to the user's time and working memory constraints
IUI '99 Proceedings of the 4th international conference on Intelligent user interfaces
Principles of mixed-initiative user interfaces
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Visualizing implicit queries for information management and retrieval
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
User interactions with everyday applications as context for just-in-time information access
Proceedings of the 5th international conference on Intelligent user interfaces
SUITOR: an attentive information system
Proceedings of the 5th international conference on Intelligent user interfaces
Sensing techniques for mobile interaction
UIST '00 Proceedings of the 13th annual ACM symposium on User interface software and technology
Configuration agents, control and privacy
CUU '00 Proceedings on the 2000 conference on Universal Usability
An integrated interface for proactive, experience-based design support
Proceedings of the 6th international conference on Intelligent user interfaces
Towards context-based search engine selection
Proceedings of the 6th international conference on Intelligent user interfaces
Inferring calendar event attendance
Proceedings of the 6th international conference on Intelligent user interfaces
Support for multitasking and background awareness using interactive peripheral displays
Proceedings of the 14th annual ACM symposium on User interface software and technology
Real time user context modeling for information retrieval agents
Proceedings of the tenth international conference on Information and knowledge management
Plan-based interfaces: keeping track of user tasks and acting to cooperate
Proceedings of the 7th international conference on Intelligent user interfaces
Strategic help in user interfaces for information retrieval
Journal of the American Society for Information Science and Technology
AUIC '01 Proceedings of the 2nd Australasian conference on User interface
Augmenting shared personal calendars
Proceedings of the 15th annual ACM symposium on User interface software and technology
Using Bayesian Networks to Manage Uncertainty in Student Modeling
User Modeling and User-Adapted Interaction
User Modeling in Human–Computer Interaction
User Modeling and User-Adapted Interaction
Predictive Statistical Models for User Modeling
User Modeling and User-Adapted Interaction
User Modeling and User-Adapted Interaction
Evolution of user interaction: the case of agent adele
Proceedings of the 8th international conference on Intelligent user interfaces
IEEE Intelligent Systems
Predicting human interruptibility with sensors: a Wizard of Oz feasibility study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Gaze and Speech in Attentive User Interfaces
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
WordSieve: A Method for Real-Time Context Extraction
CONTEXT '01 Proceedings of the Third International and Interdisciplinary Conference on Modeling and Using Context
Adaptive User Modelling in an Intelligent Telephone Assistant
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Pros and Cons of Controllability: An Empirical Study
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Utility-Based Decision Tree Optimization: A Framework for Adaptive Interviewing
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
Harnessing Models of Users' Goals to Mediate Clarification Dialog in Spoken Language Systems
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
Change Blind Information Display for Ubiquitous Computing Environments
UbiComp '02 Proceedings of the 4th international conference on Ubiquitous Computing
Stereotypes, Student Models and Scrutability
ITS '00 Proceedings of the 5th International Conference on Intelligent Tutoring Systems
Training Teams with Collaborative Agents
ITS '00 Proceedings of the 5th International Conference on Intelligent Tutoring Systems
Inspecting and Visualizing Distributed Bayesian Student Models
ITS '00 Proceedings of the 5th International Conference on Intelligent Tutoring Systems
User Modeling for Efficient Use of Multimedia Files
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
An Adaptive User Interface Based On Personalized Learning
IEEE Intelligent Systems
Adaptive interfaces and agents
The human-computer interaction handbook
Handbook of data mining and knowledge discovery
Probabilistic Student Modelling to Improve Exploratory Behaviour
User Modeling and User-Adapted Interaction
Using Physical Context for Just-in-Time Information Retrieval
IEEE Transactions on Computers
Annals of Mathematics and Artificial Intelligence
Preference elicitation via theory refinement
The Journal of Machine Learning Research
Towards a natural interface to adaptive service composition
ISICT '03 Proceedings of the 1st international symposium on Information and communication technologies
Personalised hypermedia presentation techniques for improving online customer relationships
The Knowledge Engineering Review
Dealing with ghosts: Managing the user experience of autonomic computing
IBM Systems Journal
Embedded Software in Real-Time Pervasive Computing Environments
COMPSAC '04 Proceedings of the 28th Annual International Computer Software and Applications Conference - Volume 01
Augmenting conversations using dual-purpose speech
Proceedings of the 17th annual ACM symposium on User interface software and technology
Layered representations for learning and inferring office activity from multiple sensory channels
Computer Vision and Image Understanding - Special issue on event detection in video
Usable adaptive hypermedia systems
Hypermedia - Special issue: Adaptive hypermedia in the age of the adaptive web
Automatic Development of an Abstract Context Model for an Intelligent Environment
PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
Towards an index of opportunity: understanding changes in mental workload during task execution
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Predicting human interruptibility with sensors
ACM Transactions on Computer-Human Interaction (TOCHI)
Evaluating implicit measures to improve web search
ACM Transactions on Information Systems (TOIS)
Using machine learning techniques to interpret WH-questions
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Connections: using context to enhance file search
Proceedings of the twentieth ACM symposium on Operating systems principles
Push-Style Guidance System for Technical Document Writing
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
An Interface Agent Approach to Personalize Users' Interaction with Databases
Journal of Intelligent Information Systems
Supervised learning of an abstract context model for an intelligent environment
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies
Online help system design based on the situated action theory
CLIHC '05 Proceedings of the 2005 Latin American conference on Human-computer interaction
Proceedings of the 11th international conference on Intelligent user interfaces
A hybrid learning system for recognizing user tasks from desktop activities and email messages
Proceedings of the 11th international conference on Intelligent user interfaces
Fewer clicks and less frustration: reducing the cost of reaching the right folder
Proceedings of the 11th international conference on Intelligent user interfaces
Who's asking for help?: a Bayesian approach to intelligent assistance
Proceedings of the 11th international conference on Intelligent user interfaces
Proceedings of the 15th international conference on World Wide Web
Constraint-based optimization and utility elicitation using the minimax decision criterion
Artificial Intelligence
Aide a l'utilisateur: savoir quand intervenir
IHM 2005 Proceedings of the 17th international conference on Francophone sur l'Interaction Homme-Machine
The Knowledge Engineering Review
User modeling in a speech translation driven mediated interaction setting
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Supporting interface customization using a mixed-initiative approach
Proceedings of the 12th international conference on Intelligent user interfaces
Active EM to reduce noise in activity recognition
Proceedings of the 12th international conference on Intelligent user interfaces
Combining multiple forms of evidence while filtering
HLT '05 Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing
A method for conflict detection based on team intention inference
Interacting with Computers
The use of interface agents for email notification in critical incidents
International Journal of Human-Computer Studies
Personal assistant agents for collaborative design environments
Computers in Industry - Special issue: Collaborative environments for concurrent engineering
A hybrid personal assistant based on Bayesian networks and a rule-based system inside a smartphone
International Journal of Hybrid Intelligent Systems
Disruption and recovery of computing tasks: field study, analysis, and directions
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Using computers to diagnose computer problems
HOTOS'03 Proceedings of the 9th conference on Hot Topics in Operating Systems - Volume 9
Pedestrian Navigation Systems: a Case Study of Deep Personalization
SEPCASE '07 Proceedings of the 1st International Workshop on Software Engineering for Pervasive Computing Applications, Systems, and Environments
Information Processing and Management: an International Journal
Utilizing a geometry of context for enhanced implicit feedback
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Teachable robots: Understanding human teaching behavior to build more effective robot learners
Artificial Intelligence
Effects of intelligent notification management on users and their tasks
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Experience sampling for building predictive user models: a comparative study
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
International Journal of Learning Technology
Interaction-aware energy management for wireless network cards
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
EMMA: modèle utilisateur pour la plasticité des interfaces homme-machine en mobilité
UbiMob '08 Proceedings of the 4th French-speaking conference on Mobility and ubiquity computing
Implicit interaction for pro-active assistance in a context-adaptive warehouse application
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Relating documents via user activity: the missing link
Proceedings of the 13th international conference on Intelligent user interfaces
The need for an interaction cost model in adaptive interfaces
AVI '08 Proceedings of the working conference on Advanced visual interfaces
Preference-based decision making for personalised access to Learning Resources
International Journal of Autonomous and Adaptive Communications Systems
International Journal of Hybrid Intelligent Systems - HIS 2007
Improving the recognition of interleaved activities
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
Understanding the Utility of Rationale in a Mixed-Initiative System for GUI Customization
UM '07 Proceedings of the 11th international conference on User Modeling
Planning the Behaviour of a Social Robot Acting as a Majordomo in Public Environments
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
Making Allocations Collectively: Iterative Group Decision Making under Uncertainty
MATES '08 Proceedings of the 6th German conference on Multiagent System Technologies
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
Interacting with Inspectable Bayesian Student Models
International Journal of Artificial Intelligence in Education
Looking Ahead to Select Tutorial Actions: A Decision-Theoretic Approach
International Journal of Artificial Intelligence in Education
Complex adaptive filtering user profile using graphical models
Information Processing and Management: an International Journal
Multivariate analysis applied in Bayesian metareasoning
WSEAS TRANSACTIONS on SYSTEMS
Learning Key Contexts of Use in the Wild for Driving Plastic User Interfaces Engineering
HCSE-TAMODIA '08 Proceedings of the 2nd Conference on Human-Centered Software Engineering and 7th International Workshop on Task Models and Diagrams
BeTelGeuse: a tool for Bluetooth data gathering
Proceedings of the ICST 2nd international conference on Body area networks
Reasoning about users'actions in a graphical user interface
Human-Computer Interaction
A simple graphical approach for understanding probabilistic inference in Bayesian networks
Information Sciences: an International Journal
Enhancing the Interaction between Agents and Users
SBIA '08 Proceedings of the 19th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Performance Analysis of an Adaptive User Interface System Based on Mobile Agents
Engineering Interactive Systems
Plan recognition for interface agents
Artificial Intelligence Review
An Embodied Cognition Approach to Mindreading Skills for Socially Intelligent Robots
International Journal of Robotics Research
Métamodèle de règles d'adaptation pour la plasticité des interfaces homme-machine
IHM '07 Proceedings of the 19th International Conference of the Association Francophone d'Interaction Homme-Machine
A probabilistic plan recognition algorithm based on plan tree grammars
Artificial Intelligence
Like an intuitive and courteous butler: a proactive personal agent for task management
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Combination of Bayesian Network and Overlay Model in User Modeling
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Challenges in the user interface design of an IDE tool recommender
CHASE '09 Proceedings of the 2009 ICSE Workshop on Cooperative and Human Aspects on Software Engineering
CPM: context-aware power management in WLANs
IAAI'06 Proceedings of the 18th conference on Innovative applications of artificial intelligence - Volume 2
Assessing the complexity of plan recognition
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Perspective taking: an organizing principle for learning in human-robot interaction
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Enhancements to Online Help: Adaptivity and Embodied Conversational Agents
UAHCI '09 Proceedings of the 5th International on ConferenceUniversal Access in Human-Computer Interaction. Part II: Intelligent and Ubiquitous Interaction Environments
Recognition of User Intentions for Interface Agents with Variable Order Markov Models
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
International Journal of Human-Computer Studies
Computer Speech and Language
On natural language processing and plan recognition
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
A decision-theoretic model of assistance
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Constraint-based optimization and utility elicitation using the minimax decision criterion
Artificial Intelligence
IEEE Transactions on Robotics - Special issue on rehabilitation robotics
Goal recognition with variable-order Markov models
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Adding diagnostics to intelligent robot systems
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Transparent active learning for robots
Proceedings of the 5th ACM/IEEE international conference on Human-robot interaction
Building respectful interface agents
International Journal of Human-Computer Studies
UM'03 Proceedings of the 9th international conference on User modeling
A teaching model exploiting cognitive conflict driven by a Bayesian network
UM'03 Proceedings of the 9th international conference on User modeling
Information filtering, expertise and cognitive load
FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition
Ontological technologies for user modelling
International Journal of Metadata, Semantics and Ontologies
Classification and tracking of hypermedia navigation patterns
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Towards a physiological model of user interruptability
INTERACT'07 Proceedings of the 11th IFIP TC 13 international conference on Human-computer interaction - Volume Part II
How do users express goals on the web? - an exploration of intentional structures in web search
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
Modeling human-agent interaction using Bayesian network technique
JSAI'07 Proceedings of the 2007 conference on New frontiers in artificial intelligence
A relational hierarchical model for decision-theoretic assistance
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Artificial intelligence
Integral framework for acquiring and evolving situations in smart environments
Journal of Ambient Intelligence and Smart Environments
International Journal of Intelligent Information and Database Systems
Automatic detection of users' skill levels using high-frequency user interface events
User Modeling and User-Adapted Interaction
Interaction analysis for adaptive user interfaces
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
FolderPredictor: Reducing the cost of reaching the right folder
ACM Transactions on Intelligent Systems and Technology (TIST)
Information Systems Frontiers
Improving program navigation with an active help system
Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research
Simulation of the grounding process in spoken dialog systems with Bayesian networks
IWSDS'10 Proceedings of the Second international conference on Spoken dialogue systems for ambient environments
Inferring user search intention based on situation analysis of the physical world
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Concepts for life-like interactive objects
Proceedings of the fifth international conference on Tangible, embedded, and embodied interaction
Design and evaluation of a command recommendation system for software applications
ACM Transactions on Computer-Human Interaction (TOCHI)
An agent for versatile intelligence analysis system
Intelligent Decision Technologies - Special issue on knowledge-based environments and services in human-computer interaction
Activity recognition using eye-gaze movements and traditional interactions
Interacting with Computers
A framework for user controlled remembering and forgetting in long term user models
Proceedings of the 13th international conference on Ubiquitous computing
Searching for software learning resources using application context
Proceedings of the 24th annual ACM symposium on User interface software and technology
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Coordinate: probabilistic forecasting of presence and availability
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Building a stochastic dynamic model of application use
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Probabilistic models for agents' beliefs and decisions
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Conversation as action under uncertainty
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Inferring informational goals from free-text queries: a Bayesian approach
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Intrinsically motivated intelligent sensed environments
EG-ICE'06 Proceedings of the 13th international conference on Intelligent Computing in Engineering and Architecture
Agent-Based personal assistance in collaborative design environments
CSCWD'05 Proceedings of the 9th international conference on Computer Supported Cooperative Work in Design II
User group profile modeling based on user transactional data for personalized systems
EPIA'05 Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence
The computational complexity of inference using rough set flow graphs
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
Introducing prerequisite relations in a multi-layered bayesian student model
UM'05 Proceedings of the 10th international conference on User Modeling
Automatic construction of bayesian networks for conversational agent
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
Domain-Adaptive conversational agent with two-stage dialogue management
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
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
Ontology-Based user context management: the challenges of imperfection and time-dependence
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Building Intelligent Interactive Tutors: Student-centered strategies for revolutionizing e-learning
Building Intelligent Interactive Tutors: Student-centered strategies for revolutionizing e-learning
Properties of Bayesian student model for INQPRO
Applied Intelligence
Game-Tree search with adaptation in stochastic imperfect-information games
CG'04 Proceedings of the 4th international conference on Computers and Games
A context model for personal knowledge management applications
MRC'05 Proceedings of the Second international conference on Modeling and Retrieval of Context
Recommending services in a trust-based decentralized user modeling system
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Modeling sequences of user actions for statistical goal recognition
User Modeling and User-Adapted Interaction
Estimation algorithm of machine operational intention by bayes filtering with self-organizing map
Advances in Human-Computer Interaction
Systematic causal knowledge acquisition using FCM Constructor for product design decision support
Expert Systems with Applications: An International Journal
Automated user modeling for personalized digital libraries
International Journal of Information Management: The Journal for Information Professionals
Personalized incremental users' engagement: driving contributions one step forward
Proceedings of the 17th ACM international conference on Supporting group work
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
Determining the value of information for collaborative multi-agent planning
Autonomous Agents and Multi-Agent Systems
State-of-the-art of intention recognition and its use in decision making
AI Communications
Intelligent Decision Technologies
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The Lumière Project centers on harnessing probability and utility to provide assistance to computer software users. We review work on Bayesian user models that can be employed to infer a user's needs by considering a user's background, actions, and queries. Several problems were tackled in Lumière research, including (1) the construction of Bayesian models for reasoning about the time-varying goals of computer users from their observed actions and queries, (2) gaining access to a stream of events from software applications, (3) developing a language for transforming system events into observational variables represented in Bayesian user models, (4) developing persistent profiles to capture changes in a user's expertise, and (5) the development of an overall architecture for an intelligent user interface. Lumière prototypes served as the basis for the Ofice Assistant in the Microsoft Office '97 suite of productivity applications.