DocumentCode :
3613325
Title :
Social Cloud-Based Cognitive Reasoning for Task-Oriented Recommendation
Author :
Hussein, Dina ; Han, Son N. ; Lee, Gyu Myoung ; Crespi, Noel
Author_Institution :
Institut Mines-Telecom
Volume :
2
Issue :
6
fYear :
2015
Firstpage :
10
Lastpage :
19
Abstract :
The social Internet of Things (SIoT) is promoted in the literature as enabling the integration of devices into users´ daily lives. This integration can be achieved by exploiting the interconnectivity and the user friendliness offered by social network services (SNSs). The SIoT paradigm opens the door to studying the intelligence mechanisms required to enhance service adaptability. The authors study the integration of cognitive reasoning into the SIoT for providing recommendation of quotidian tasks in smart homes. Achieving situation characterization requires reasoning about physical as well as social aspects of context. Thus, as a service built on top of the social cloud (SoC), the authors propose an intelligent recommendation (InRe) framework that applies the reasoning mechanism on context elements that are represented using ontologies. Initial experiments with ThingsChat, a proof-of-concept prototype, indicate considerable improvement in adaptability of recommendation results to users´ situations.
Keywords :
Cloud computing; Cognition; Context awareness; Internet of things; Ontologies; Smart homes; Social network services; SIoT; SNS; SoC; cloud; context-awareness; social Internet of Things; social cloud; social network services;
fLanguage :
English
Journal_Title :
Cloud Computing, IEEE
Publisher :
ieee
ISSN :
2325-6095
Type :
jour
DOI :
10.1109/MCC.2015.117
Filename :
7397034
Link To Document :
بازگشت