A logic-based calculus of events
New Generation Computing
Context and consciousness: activity theory and human-computer interaction
Context and consciousness: activity theory and human-computer interaction
NESSIE: an awareness environment for cooperative settings
Proceedings of the Sixth European conference on Computer supported cooperative work
A Middleware Infrastructure for Active Spaces
IEEE Pervasive Computing
A Context-Sensitive Nomadic Exhibition Guide
HUC '00 Proceedings of the 2nd international symposium on Handheld and Ubiquitous Computing
Ontology Based Context Modeling and Reasoning using OWL
PERCOMW '04 Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops
Smart Environments: Technology, Protocols and Applications (Wiley Series on Parallel and Distributed Computing)
Creating an Ambient-Intelligence Environment Using Embedded Agents
IEEE Intelligent Systems
Activity Recognition and Monitoring Using Multiple Sensors on Different Body Positions
BSN '06 Proceedings of the International Workshop on Wearable and Implantable Body Sensor Networks
Context-Aware Resource Management in Multi-Inhabitant Smart Homes: A Nash H-Learning based Approach
PERCOM '06 Proceedings of the Fourth Annual IEEE International Conference on Pervasive Computing and Communications
Hierarchical Situation Modeling and Reasoning for Pervasive Computing
SEUS-WCCIA '06 Proceedings of the The Fourth IEEE Workshop on Software Technologies for Future Embedded and Ubiquitous Systems, and the Second International Workshop on Collaborative Computing, Integration, and Assurance (SEUS-WCCIA'06)
Improved Gait Recognition by Gait Dynamics Normalization
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Ontology-Based Approach to Context Modeling and Reasoning in Pervasive Computing
PERCOMW '07 Proceedings of the Fifth IEEE International Conference on Pervasive Computing and Communications Workshops
Conditional random fields for activity recognition
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
ICDMW '07 Proceedings of the Seventh IEEE International Conference on Data Mining Workshops
A survey on context-aware systems
International Journal of Ad Hoc and Ubiquitous Computing
CHI '08 Extended Abstracts on Human Factors in Computing Systems
Ambient Intelligence—the Next Step for Artificial Intelligence
IEEE Intelligent Systems
Efficient profile aggregation and policy evaluation in a middleware for adaptive mobile applications
Pervasive and Mobile Computing
User Modelling in Ambient Intelligence for Elderly and Disabled People
ICCHP '08 Proceedings of the 11th international conference on Computers Helping People with Special Needs
Using Event Calculus for Behaviour Reasoning and Assistance in a Smart Home
ICOST '08 Proceedings of the 6th international conference on Smart Homes and Health Telematics
Human-Computer Interaction
Correct behavior identification system in a Tagged World
Expert Systems with Applications: An International Journal
Hybrid reasoning in the CARE middleware for context awareness
International Journal of Web Engineering and Technology
Evidential fusion of sensor data for activity recognition in smart homes
Pervasive and Mobile Computing
Review: Ambient intelligence: Technologies, applications, and opportunities
Pervasive and Mobile Computing
uWave: Accelerometer-based personalized gesture recognition and its applications
PERCOM '09 Proceedings of the 2009 IEEE International Conference on Pervasive Computing and Communications
PERCOM '09 Proceedings of the 2009 IEEE International Conference on Pervasive Computing and Communications
Keeping the resident in the loop: adapting the smart home to the user
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Human Activity Recognition and Pattern Discovery
IEEE Pervasive Computing
A survey on vision-based human action recognition
Image and Vision Computing
Static and dynamic hand-gesture recognition for augmented reality applications
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Detecting individual activities from video in a smart home
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Recognising activities of daily life using hierarchical plans
EuroSSC'07 Proceedings of the 2nd European conference on Smart sensing and context
Adaptive Body Posture Analysis for Elderly-Falling Detection with Multisensors
IEEE Intelligent Systems
An introduction to ontology-based activity recognition
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
A taxonomy driven approach towards evaluating pervasive computing system
ICOST'10 Proceedings of the Aging friendly technology for health and independence, and 8th international conference on Smart homes and health telematics
Human activity analysis: A review
ACM Computing Surveys (CSUR)
Ontology-enabled activity learning and model evolution in smart homes
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Expert Systems with Applications: An International Journal
COSAR: hybrid reasoning for context-aware activity recognition
Personal and Ubiquitous Computing
OWL 2 modeling and reasoning with complex human activities
Pervasive and Mobile Computing
Fuzzy ontology representation using OWL 2
International Journal of Approximate Reasoning
A framework for context-aware applications for smart spaces
NEW2AN'11/ruSMART'11 Proceedings of the 11th international conference and 4th international conference on Smart spaces and next generation wired/wireless networking
A model for using machine learning in smart environments
GPC'11 Proceedings of the 6th international conference on Grid and Pervasive Computing
A review on vision techniques applied to Human Behaviour Analysis for Ambient-Assisted Living
Expert Systems with Applications: An International Journal
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Supporting context-aware mobile applications: an infrastructure approach
IEEE Communications Magazine
A unified framework for modeling and predicting going-out behavior
Pervasive'12 Proceedings of the 10th international conference on Pervasive Computing
Information Sciences: an International Journal
Validating ontologies with OOPS!
EKAW'12 Proceedings of the 18th international conference on Knowledge Engineering and Knowledge Management
Ontology paper: Community analysis through semantic rules and role composition derivation
Web Semantics: Science, Services and Agents on the World Wide Web
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Describing user activity plays an essential role in ambient intelligence. In this work, we review different methods for human activity recognition, classified as data-driven and knowledge-based techniques. We focus on context ontologies whose ultimate goal is the tracking of human behavior. After studying upper and domain ontologies, both useful for human activity representation and inference, we establish an evaluation criterion to assess the suitability of the different candidate ontologies for this purpose. As a result, any missing features, which are relevant for modeling daily human behaviors, are identified as future challenges.