Ontology-based Activity Recognition Framework and Services

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)
5 Downloads (Pure)

Abstract

This paper introduces an ontology-based integrated framework for activity modeling, activity recognition and activity model evolution. Central to the framework is ontological activity modeling and semantic-based activity recognition, which is supported by an iterative process that incrementally improves the completeness and accuracy of activity models. In addition, the paper presents a service-oriented architecture for the realization of the proposed framework which can provide activity context-aware services in a scalable distributed manner. The paper further describes and discusses the implementation and testing experience of the framework and services in the context of smart home based assistive living.
Original languageEnglish
Title of host publicationIIWAS '13 Proceedings of International Conference on Information Integration and Web-based Applications & Services
Number of pages7
DOIs
Publication statusPublished - Dec 2013
EventIIWAS '13 Proceedings of International Conference on Information Integration and Web-based Applications & Services - Vienna, Austria
Duration: 2 Dec 20134 Dec 2013
http://www.iiwas.org/conferences/iiwas2013/

Conference

ConferenceIIWAS '13 Proceedings of International Conference on Information Integration and Web-based Applications & Services
CountryAustria
CityVienna
Period2/12/134/12/13
Internet address

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Keywords

  • Activity recognition
  • service based computing
  • ontology
  • smart home
  • ambient assisted living

Cite this

Chen, L., Nugent, CD., & Rafferty, J. (2013). Ontology-based Activity Recognition Framework and Services. In IIWAS '13 Proceedings of International Conference on Information Integration and Web-based Applications & Services https://doi.org/10.1145/2539150.2539187