NDLI: A socially-aware incentive scheme for social participatory sensing

Content Provider	IEEE Xplore Digital Library
Author	Amintoosi, H. Kanhere, S.S. Torshiz, M.N.
Copyright Year	2015
Description	Author affiliation: Sch. of Comput. Sci. & Eng., Univ. of New South Wales, Sydney, NSW, Australia (Amintoosi, H.; Kanhere, S.S.) \|\| Dept. of Comput. Eng., Islamic Azad Univ., Mashhad, Iran (Torshiz, M.N.)
Abstract	The main idea behind social participatory sensing is to leverage social friends as crowd workers to participate in mobile sensing tasks. A main challenge, however, is the recruitment of sufficient number of well-suited participants. Contributing sensing data requires time and monetary cost and may potentially impose privacy risks. This may lead to the unwillingness of the participants to contribute without obtaining explicit incentives. In this paper, we propose an incentive scheme for social participatory sensing. The goal is to address the participation insufficiency by allocating rewards to contributors, hence attracting greater number of suitable participants. Specifically, the scheme first identifies a set of candidates as potential participants based on certain suitability factors such as expertise, reputation, pairwise privacy, etc. It then selects the most suitable participants considering their desired bids and the task budget. Once their contributions are delivered, participants are rewarded. The reward allocated to a participant depends on the quality of his own contribution as well as the contributions made by his social friends (who are motivated to participate by him). This is shown to be effective in attracting a greater amount of participation since it encourages participants to invite their friends in order to receive more reward. Simulation results demonstrate the efficacy of our proposed incentive scheme in terms of selecting sufficient number of well-suited participants.
Starting Page	1
Ending Page	6
File Size	463890
Page Count	6
File Format	PDF
e-ISBN	9781479980550
DOI	10.1109/ISSNIP.2015.7106976
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-04-07
Publisher Place	Singapore
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Economics
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
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