Context-aware services based on spatio-temporal zoning and crowdsourcing

Ahmad, Akhlaq and ., Md. Abdur Rahman and Wahiddin, Mohamed Ridza and Rehman, Faizan Ur and Khelil, Abdelmajid and Lbath, Ahmed (2018) Context-aware services based on spatio-temporal zoning and crowdsourcing. Behaviour & Information Technology, 37 (7). pp. 736-760. ISSN 0144-929X E-ISSN 1362-3001

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Abstract

Crowdsourcing offers great opportunities to recognise user context and prescribe relevant services for both offline and real-time activities. In this work, we present a zoning model that leverages spatio-temporal dimensions and then employs different contexts to recommend necessary customised services. The context model takes into consideration three context sets: fully restricted, fully unrestricted and semi-restricted with respect to both spatial and temporal dimensions. As a proof of concept, we apply this zoning model in a scenario where a very large crowd get together to perform spatio-temporal activities. The user context of the heterogeneous crowd is captured using the carried smartphones, i.e. via crowdsourcing. Depending on the context sets and zone, the system can recommend a set of services to each user. The system has been deployed since 2014 to support the spatio-temporal activities of a very large crowd. We present our implementation details and the user feedback, which is very encouraging.

Item Type:	Article (Journal)
Additional Information:	3760/64739
Uncontrolled Keywords:	Crowdsourcing, spatio-temporal zones, context-aware services, system usability, Hajj and Umrah
Subjects:	T Technology > T Technology (General) > T55.4 Industrial engineering.Management engineering. > T58.5 Information technology T Technology > T Technology (General) > T55.4 Industrial engineering.Management engineering. > T58.6 Management information systems
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology > Department of Information System Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User:	Professor Dr Mohamed Ridza Wahiddin
Date Deposited:	12 Jul 2018 17:22
Last Update:	12 Jul 2018 17:22
URI:	http://irep.iium.edu.my/id/eprint/64739
Indexed In:	WOS and SCOPUS

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