Ontology Based Context Modeling and Reasoning using OWL
PERCOMW '04 Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops
A service-oriented middleware for building context-aware services
Journal of Network and Computer Applications
ICDCSW '05 Proceedings of the First International Workshop on Services and Infrastructure for the Ubiquitous and Mobile Internet (SIUMI) (ICDCSW'05) - Volume 03
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)
The Role of Ontologies in Context-Aware Recommender Systems
MDM '06 Proceedings of the 7th International Conference on Mobile Data Management
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
Ontology Based Affective Context Representation
EATIS '07 Proceedings of the 2007 Euro American conference on Telematics and information systems
Conflict resolution and preference learning in ubiquitous environment
ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II
Emotion and reinforcement: affective facial expressions facilitate robot learning
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
OWL-based user preference and behavior routine ontology for ubiquitous system
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, COA, and ODBASE - Volume Part II
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
Measuring instant emotions during a self-assessment test: the use of FaceReader
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
Measuring instant emotions based on facial expressions during computer-based assessment
Personal and Ubiquitous Computing
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The nowadays smart homes run predefined rules, but the user's desired behaviour for a smart home varies, as his/her needs change over time. To edit the initial rules is a difficult task for a usual user. We propose a control mechanism that allows the system to learn the new behaviour preferences without editing the rules, but responding emotionally to the system's decisions. In order to capture the emotion reaction we use FaceReader, a tool for facial analyses, adapting it to read three valence levels that work as positive, negative or neutral feedback. The results in training a MLP neural network to learn the preferred behaviour from the user's emotional reaction are discussed. Ontology is used in order to describe the context.