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Rating Protocol Design for Extortion and Cooperation in the Crowdsourcing Contest Dilemma
[article]
2017
arXiv
pre-print
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guidelines for optimal rating protocols, and design a low-complexity algorithm to select optimal design parameters which are related to differential punishments and pricing schemes. ...
However, strategic workers will find enticement in their self-interest to free-ride and attack in a crowdsourcing contest dilemma game. ...
SIMULATION RESULTS In this section, we provide numerical results to illustrate the key features of the designed optimal rating protocol for the crowdsourcing contest dilemma. ...
arXiv:1712.09846v2
fatcat:ntjzn22vvndetnkrcehrcedotu
Game-Theoretic Design of Optimal Two-Sided Rating Protocols for Service Exchange Dilemma in Crowdsourcing
[article]
2018
arXiv
pre-print
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sustainable protocols, provide design guidelines for optimal two-sided rating protocols and a low-complexity algorithm to select optimal design parameters in an alternate manner. ...
Finally, evaluation results show the validity and effectiveness of our protocol designed for service exchange dilemma in crowdsourcing. ...
(iii) We formulate the problem of designing an optimal twosided rating protocol that maximizes the social welfare among all sustainable rating protocols, provide design guidelines for determining whether ...
arXiv:1712.09848v2
fatcat:ggmy4kgpczggloclcxbld3o43i
Multi-Level Two-Sided Rating Protocol Design for Service Exchange Contest Dilemma in Crowdsensing
2019
IEEE Access
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By quantifying necessary and sufficient conditions for a sustainable multi-level two-sided rating protocol, we formulate the problem of selecting the optimal design parameters to maximize the social utility ...
among all sustainable multi-level two-sided rating protocols, and design a lowcomplexity algorithm to select optimal design parameters via a two-stage procedure in an alternate manner. ...
In our previous works [29] , a rating protocol integrating the pricing and the reputation schemes was proposed to address the crowdsourcing contest dilemma. ...
doi:10.1109/access.2019.2922035
fatcat:6ddkiar5pnb5nn43hub4bjpnca
A survey on game theoretical methods in Human–Machine Networks
2017
Future generations computer systems
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[47] proposed a novel socially optimal rating protocol to eliminate crowdsourcing contest dilemma, such as free-riding or attacking others players. ...
Social dilemma happens under the following situations. ...
doi:10.1016/j.future.2017.10.051
fatcat:55v7cpi64ndb3apj4ngbkin5ue
Towards AI-Empowered Crowdsourcing
[article]
2023
arXiv
pre-print
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2022 pre-print arXiv:2212.14676v1 fatcat:53czq4zbgffxroggf465ueke7m
Crowdsourcing, in which human intelligence and productivity is dynamically mobilized to tackle tasks too complex for automation alone to handle, has grown to be an important research topic and inspired ...
artificial intelligence (AI) to achieve increasingly sophisticated optimization objectives. ...
While worker reputation can be used to aggregate the results for simple tasks, in winner-takes-all contest-based crowdsourcing (e.g., design contests in 99designs.com), worker reputation is used differently ...
arXiv:2212.14676v2
fatcat:2hdfmowyffbuxorhyouipvbqgm
IEEE Access Special Section: Intelligent Data Sensing, Collection, and Dissemination in Mobile Computing
2020
IEEE Access
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The article ''Multi-level two-sided rating protocol design for service exchange contest dilemma in crowdsensing,'' by Lu et al., proposes a game-theoretic framework of a multilevel two-sided rating protocol ...
using all-pay contests to balance service requests and service provision between users in which a user is tagged with a multilevel rating to represent their social status and is encouraged to take the ...
doi:10.1109/access.2020.3040051
fatcat:kgd4vkzh6bei5c6ckjdxmfygh4
From Open Source to Commercial Software Development - the Community Based Software Development Model
2013
International Conference on Information Systems
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The emerging practice of crowdsourcing offers a potential solution for this attempt. ...
: 1. online communities, providing the abundant low cost software developers with diverse technical capability and background; 2. crowdsourcing, providing incentive for developers' participation and also ...
He also gave many suggestions to Huazisoft technical team to optimize the preliminary design. ...
dblp:conf/icis/YanW13
fatcat:xioy7s4ow5dkdh6auygisfyj2u
Using crowdsourced online experiments to study context-dependency of behavior
2016
Social Science Research
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We argue that quasi-experimental variation of the characteristics people bring to the experimental situation is the key potential of crowdsourced online designs. ...
We explore contextdependency using session-level variation in participants' geographical location, regional affluence, and local social capital. ...
We are grateful to Fabian Thiel for excellent research assistance. ...
doi:10.1016/j.ssresearch.2016.04.014
pmid:27480372
fatcat:vkcpjndrrvdjnljyhlyj6u43fm
Mechanical Turk is Not Anonymous
2013
Social Science Research Network
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We assess the potential multi-faceted impact of such PII exposure for each stakeholder group: Workers, Requesters, and AMT itself. ...
While Amazon's Mechanical Turk (AMT) online workforce has been characterized by many people as being anonymous, we expose an aspect of AMT's system design that can be exploited to reveal a surprising amount ...
Acknowledgments We thank the CrowdCamp 2013 organizers for hosting the event which brought the authors together to collaborate, and Sean Munson in particular for his comments on portions of this work. ...
doi:10.2139/ssrn.2228728
fatcat:pw4xh3ocqzdfdjqb7wj3nixu2u
Efficient and Secure Mobile Cloud Networking
[article]
2021
arXiv
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The OCMCA/user connection can utilize multicast channels leading to a much cheaper service for the users and more revenues, lower congestion and rejection rates for the operator. ...
Several mobile cloud architectures have been proposed but none was suitable for all mobile applications which resulted in lower customer satisfaction. ...
This dilemma faced the designers of GSM, UMTS, and finally LTE. ...
arXiv:2102.09051v2
fatcat:jfdwtdw75nef3fmxwaogbazxvq
Towards Scalable Governance: Sensemaking and Cooperation in the Age of Social Media
2016
Philosophy & Technology
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I believe that a computational perspective is immensely powerful in understanding and designing these 'social algorithms.' ...
There are also limits to our ability to use voting protocols for aggregating opinions about complex networks of conflicting arguments Tohmé, 2010, Rahwan and Larson, 2008b] . ...
doi:10.1007/s13347-016-0246-y
fatcat:5tclia2co5e37l23nhfmosv7d4
The State of Pilot Study Reporting in Crowdsourcing: A Reflection on Best Practices and Guidelines
[article]
2023
arXiv
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We also provide implications for the design of crowdsourcing platforms and make practical suggestions for supporting crowd pilot study reporting. ...
Pilot studies are an essential cornerstone of the design of crowdsourcing campaigns, yet they are often only mentioned in passing in the scholarly literature. ...
[191] formulated key principles for effective communication with workers in crowdsourcing contests. ...
arXiv:2312.08090v1
fatcat:cbuinxalbraovds3qtmgez6oji
A Survey of Experimental Research on Contests, All-Pay Auctions and Tournaments
2012
Social Science Research Network
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Finally, we discuss applications of contests and suggest directions for future research. Keywords Contests Á All-pay auctions Á Tournaments Á Experiments ...
Many economic, political and social environments can be described as contests in which agents exert costly effort while competing over the distribution of a scarce resource. ...
Acknowledgments We thank two anonymous referees and the Editor of this journal for their valuable suggestions. ...
doi:10.2139/ssrn.2154022
fatcat:wqgj4mct3rcsligkxo23d3dcxe
A survey of experimental research on contests, all-pay auctions and tournaments
2014
Experimental Economics
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Finally, we discuss applications of contests and suggest directions for future research. Keywords Contests Á All-pay auctions Á Tournaments Á Experiments ...
Many economic, political and social environments can be described as contests in which agents exert costly effort while competing over the distribution of a scarce resource. ...
Acknowledgments We thank two anonymous referees and the Editor of this journal for their valuable suggestions. ...
doi:10.1007/s10683-014-9421-0
fatcat:z7i4ihgqyre2xfdx7yk2c7nqby
Humanitarian technology: a critical research agenda
2014
International Review of the Red Cross
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There is a strong need for more scholarly engagement on the subject. ...
AbstractNew technology may offer many opportunities for humanitarian action, but it also presents a number of challenges. ...
at an unknown rate. ...
doi:10.1017/s1816383114000344
fatcat:f6hb755cqbcoric7hwvng3iwu4
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