A User Profile Ontology Based Approach for Assisting People with Dementia in Mobile Environments

Kerry Skillen, Liming Chen, CD Nugent, Mark Donnelly, Ivar Solheim

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

24 Citations (Scopus)

Abstract

Personalization and context-aware applications have attracted increasing amounts of attention over recent years due to the emergence of pervasive computing applications. Nevertheless, it still remains a challenge to meet the needs of users while they are on the move. This paper introduces a novel approach for providing personalized, context-aware assistance services for users in mobile environments. Central to the approach is the use of ontological user profile modeling which captures various characteristics of a user in order to create a unique set of profile information. In addition, user profiles can adapt to changing user behavior, thus enabling services to respond to evolving user needs and preferences. We describe the overall system architecture of the proposed approach with special emphasis being placed on the user profile modelling and its expected utility based on a typical use case scenario, i.e., using a smart-phone to address the problem of the outdoor mobility of a person with Dementia. A prototype based on the Android OS is used to illustrate the application. The use of everyday technology for a real world problem highlights the potential and utility of our approach.
LanguageEnglish
Title of host publicationUnknown Host Publication
Pages6390-6393
Number of pages4
DOIs
Publication statusPublished - 1 Sep 2012
EventThe 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2012) -
Duration: 1 Sep 2012 → …

Conference

ConferenceThe 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2012)
Period1/09/12 → …

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Ontology
Ubiquitous computing

Cite this

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title = "A User Profile Ontology Based Approach for Assisting People with Dementia in Mobile Environments",
abstract = "Personalization and context-aware applications have attracted increasing amounts of attention over recent years due to the emergence of pervasive computing applications. Nevertheless, it still remains a challenge to meet the needs of users while they are on the move. This paper introduces a novel approach for providing personalized, context-aware assistance services for users in mobile environments. Central to the approach is the use of ontological user profile modeling which captures various characteristics of a user in order to create a unique set of profile information. In addition, user profiles can adapt to changing user behavior, thus enabling services to respond to evolving user needs and preferences. We describe the overall system architecture of the proposed approach with special emphasis being placed on the user profile modelling and its expected utility based on a typical use case scenario, i.e., using a smart-phone to address the problem of the outdoor mobility of a person with Dementia. A prototype based on the Android OS is used to illustrate the application. The use of everyday technology for a real world problem highlights the potential and utility of our approach.",
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Skillen, K, Chen, L, Nugent, CD, Donnelly, M & Solheim, I 2012, A User Profile Ontology Based Approach for Assisting People with Dementia in Mobile Environments. in Unknown Host Publication. pp. 6390-6393, The 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC 2012), 1/09/12. https://doi.org/10.1109/EMBC.2012.6347456.

A User Profile Ontology Based Approach for Assisting People with Dementia in Mobile Environments. / Skillen, Kerry; Chen, Liming; Nugent, CD; Donnelly, Mark; Solheim, Ivar.

Unknown Host Publication. 2012. p. 6390-6393.

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

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