Service-oriented Multi Agent Middleware using information fusion and service prediction in pervasive environments
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Hwang, Zion | - |
dc.contributor.author | Uhm, Yoonsik | - |
dc.contributor.author | Lee, Minsoo | - |
dc.contributor.author | Kim, Yong | - |
dc.contributor.author | Park, Sehyun | - |
dc.date.accessioned | 2021-10-13T02:40:52Z | - |
dc.date.available | 2021-10-13T02:40:52Z | - |
dc.date.issued | 2010 | - |
dc.identifier.issn | 0000-0000 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/50197 | - |
dc.description.abstract | In the pervasive computing paradigm, there is a strong demand towards user-centric services based on the context and service management. For implementing the usercentric services recent researches on the service-oriented system is focused on the context recognition, analysis and reasoning. Furthermore, the service-oriented systems also need to manage the structural and hierarchical context model based on ontology including the situational and environmental contexts. These systems enhance the system scalability and increase the service diversity according to the service reasoning and the context analyzing. However, the conventional systems spend too much time and effort on the context analysis and the pattern learning. Moreover, the similarity of users, spaces, and service characteristics has not been adequately considered in the conventional systems. These facts reduce the effectiveness of the pattern learning and the service prediction. Therefore, we propose a Service-oriented Multi Agent Middleware which provides the information fusion and the group-based situation management for effectively managing the service prediction in pervasive environments. Our system dynamically analyzes the group-based situation and creates the novel services with patterns and policies. Our system reduces the service prediction delay up to 12% at the real home testbed and emulation system. © 2010 IEEE. | - |
dc.format.extent | 6 | - |
dc.language | 영어 | - |
dc.language.iso | ENG | - |
dc.title | Service-oriented Multi Agent Middleware using information fusion and service prediction in pervasive environments | - |
dc.type | Article | - |
dc.identifier.doi | 10.1109/AFIN.2010.13 | - |
dc.identifier.bibliographicCitation | Proceedings - 2nd International Conference on Advances in Future Internet, AFIN 2010, pp 25 - 30 | - |
dc.description.isOpenAccess | N | - |
dc.identifier.scopusid | 2-s2.0-77957901216 | - |
dc.citation.endPage | 30 | - |
dc.citation.startPage | 25 | - |
dc.citation.title | Proceedings - 2nd International Conference on Advances in Future Internet, AFIN 2010 | - |
dc.type.docType | Conference Paper | - |
dc.subject.keywordAuthor | Context similarity | - |
dc.subject.keywordAuthor | Information fusion | - |
dc.subject.keywordAuthor | Multi Agent Middleware | - |
dc.subject.keywordAuthor | Service prediction | - |
dc.subject.keywordPlus | Context analysis | - |
dc.subject.keywordPlus | Context models | - |
dc.subject.keywordPlus | Context recognition | - |
dc.subject.keywordPlus | Context similarity | - |
dc.subject.keywordPlus | Conventional systems | - |
dc.subject.keywordPlus | Emulation system | - |
dc.subject.keywordPlus | Environmental contexts | - |
dc.subject.keywordPlus | Group-based | - |
dc.subject.keywordPlus | Multi agent | - |
dc.subject.keywordPlus | Pattern Learning | - |
dc.subject.keywordPlus | Pervasive computing paradigm | - |
dc.subject.keywordPlus | Pervasive environments | - |
dc.subject.keywordPlus | Service characteristics | - |
dc.subject.keywordPlus | Service management | - |
dc.subject.keywordPlus | Service Oriented | - |
dc.subject.keywordPlus | Service Oriented Systems | - |
dc.subject.keywordPlus | Service prediction | - |
dc.subject.keywordPlus | Situation management | - |
dc.subject.keywordPlus | Strong demand | - |
dc.subject.keywordPlus | System scalability | - |
dc.subject.keywordPlus | User-centric service | - |
dc.subject.keywordPlus | Hierarchical systems | - |
dc.subject.keywordPlus | Information fusion | - |
dc.subject.keywordPlus | Internet | - |
dc.subject.keywordPlus | Middleware | - |
dc.subject.keywordPlus | Ontology | - |
dc.subject.keywordPlus | Ubiquitous computing | - |
dc.subject.keywordPlus | Forecasting | - |
dc.description.journalRegisteredClass | scopus | - |
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