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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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 |
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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 |
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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. |
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LI, Ming WENG, Jian YANG, Anjia LU, Wei ZHANG, Yue HOU, Lin LIU, Jiannan XIANG, Yang DENG, Robert H. |
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LI, Ming WENG, Jian YANG, Anjia LU, Wei ZHANG, Yue HOU, Lin LIU, Jiannan XIANG, Yang DENG, Robert H. |
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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 |
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CrowdBC: A blockchain-based decentralized framework for crowdsourcing |
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CrowdBC: A blockchain-based decentralized framework for crowdsourcing |
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crowdbc: a blockchain-based decentralized framework for crowdsourcing |
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Institutional Knowledge at Singapore Management University |
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2019 |
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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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