CrowdBC: A blockchain-based decentralized framework for crowdsourcing

Crowdsourcing systems which utilize the human intelligence to solve complex tasks have gained considerable interest and adoption in recent years. However, the majority of existing crowdsourcing systems rely on central servers, which are subject to the weaknesses of traditional trust-based model, suc...

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Main Authors: LI, Ming, WENG, Jian, YANG, Anjia, LU, Wei, ZHANG, Yue, HOU, Lin, LIU, Jiannan, XIANG, Yang, DENG, Robert H.
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Language:English
Published: Institutional Knowledge at Singapore Management University 2019
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Online Access:https://ink.library.smu.edu.sg/sis_research/4625
https://ink.library.smu.edu.sg/context/sis_research/article/5628/viewcontent/2017_444.pdf
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Institution: Singapore Management University
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spelling sg-smu-ink.sis_research-56282020-07-01T08:06:39Z CrowdBC: A blockchain-based decentralized framework for crowdsourcing LI, Ming WENG, Jian YANG, Anjia LU, Wei ZHANG, Yue HOU, Lin LIU, Jiannan XIANG, Yang DENG, Robert H. Crowdsourcing systems which utilize the human intelligence to solve complex tasks have gained considerable interest and adoption in recent years. However, the majority of existing crowdsourcing systems rely on central servers, which are subject to the weaknesses of traditional trust-based model, such as single point of failure. They are also vulnerable to distributed denial of service (DDoS) and Sybil attacks due to malicious users involvement. In addition, high service fees from the crowdsourcing platform may hinder the development of crowdsourcing. How to address these potential issues has both research and substantial value. In this paper, we conceptualize a blockchain-based decentralized framework for crowdsourcing named CrowdBC, in which a requester’s task can be solved by a crowd of workers without relying on any third trusted institution, users’ privacy can be guaranteed and only low transaction fees are required. In particular, we introduce the architecture of our proposed framework, based on which we give a concrete scheme. We further implement a software prototype on Ethereum public test network with real-world dataset. Experiment results show the feasibility, usability and scalability of our proposed crowdsourcing system. 2019-06-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/4625 info:doi/10.1109/TPDS.2018.2881735 https://ink.library.smu.edu.sg/context/sis_research/article/5628/viewcontent/2017_444.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Decentralized framework Crowdsourcing Blockchain Smart contract Information Security
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Decentralized framework
Crowdsourcing
Blockchain
Smart contract
Information Security
spellingShingle Decentralized framework
Crowdsourcing
Blockchain
Smart contract
Information Security
LI, Ming
WENG, Jian
YANG, Anjia
LU, Wei
ZHANG, Yue
HOU, Lin
LIU, Jiannan
XIANG, Yang
DENG, Robert H.
CrowdBC: A blockchain-based decentralized framework for crowdsourcing
description Crowdsourcing systems which utilize the human intelligence to solve complex tasks have gained considerable interest and adoption in recent years. However, the majority of existing crowdsourcing systems rely on central servers, which are subject to the weaknesses of traditional trust-based model, such as single point of failure. They are also vulnerable to distributed denial of service (DDoS) and Sybil attacks due to malicious users involvement. In addition, high service fees from the crowdsourcing platform may hinder the development of crowdsourcing. How to address these potential issues has both research and substantial value. In this paper, we conceptualize a blockchain-based decentralized framework for crowdsourcing named CrowdBC, in which a requester’s task can be solved by a crowd of workers without relying on any third trusted institution, users’ privacy can be guaranteed and only low transaction fees are required. In particular, we introduce the architecture of our proposed framework, based on which we give a concrete scheme. We further implement a software prototype on Ethereum public test network with real-world dataset. Experiment results show the feasibility, usability and scalability of our proposed crowdsourcing system.
format text
author LI, Ming
WENG, Jian
YANG, Anjia
LU, Wei
ZHANG, Yue
HOU, Lin
LIU, Jiannan
XIANG, Yang
DENG, Robert H.
author_facet LI, Ming
WENG, Jian
YANG, Anjia
LU, Wei
ZHANG, Yue
HOU, Lin
LIU, Jiannan
XIANG, Yang
DENG, Robert H.
author_sort LI, Ming
title CrowdBC: A blockchain-based decentralized framework for crowdsourcing
title_short CrowdBC: A blockchain-based decentralized framework for crowdsourcing
title_full CrowdBC: A blockchain-based decentralized framework for crowdsourcing
title_fullStr CrowdBC: A blockchain-based decentralized framework for crowdsourcing
title_full_unstemmed CrowdBC: A blockchain-based decentralized framework for crowdsourcing
title_sort crowdbc: a blockchain-based decentralized framework for crowdsourcing
publisher Institutional Knowledge at Singapore Management University
publishDate 2019
url https://ink.library.smu.edu.sg/sis_research/4625
https://ink.library.smu.edu.sg/context/sis_research/article/5628/viewcontent/2017_444.pdf
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