NDLI: DATA: A double auction based task assignment mechanism in crowdsourcing systems

Content Provider	IEEE Xplore Digital Library
Author	Wei Xu He Huang Yu-E Sun Fanzhang Li Yanqin Zhu Shukui Zhang
Copyright Year	2013
Description	Author affiliation: Sch. of Comput. Sci. & Technol., Soochow Univ., Suzhou, China (Wei Xu; He Huang; Fanzhang Li; Yanqin Zhu; Shukui Zhang) \|\| Sch. of Urban Rail Transp., Soochow Univ., Suzhou, China (Yu-E Sun)
Abstract	With the increasing number of smartphone users, mobile phone sensing applications have been regarding as a promising paradigm which makes use of the smartphones to access the ubiquitous environment data. In this work, we study the sensing task auction problem where there are multiple tasks and smartphone users. The most significant challenge of this problem is how to design a truthful auction mechanisms, which is crucial for auction mechanism design. Thus, we address this challenge by proposing DATA, which is a truthful double auction mechanism for sensing tasks allocation. Different from the existing designs, we are the first to design double auction mechanism for solving mobile phone sensing problem. Besides, we further take the relationship between the utility of task demanders and the number of users that are assigned to do the tasks into consideration, and assign a set of smartphone users to a winning demander which can maximize the winning demander's utility. At last, we conduct extensive simulations to study the performances of the proposed auction mechanism, and the simulation results corroborate our theoretical analysis.
Starting Page	172
Ending Page	177
File Size	204626
Page Count	6
File Format	PDF
ISBN	9781479914067
DOI	10.1109/ChinaCom.2013.6694586
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-08-14
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Economics Crowdsourcing Double auction Truthful Mobile sensing Mobile communication Mobile handsets Mechanical factors Sensors Resource management Task assignment Sorting
Content Type	Text
Resource Type	Article

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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
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