FLUID: A Blockchain based Framework for Crowdsourcing

被引:27
作者
Han, Siyuan [1 ]
Xu, Zihuan [1 ]
Zeng, Yuxiang [1 ]
Chen, Lei [1 ]
机构
[1] Hong Kong Univ Sci & Technol, Hong Kong, Peoples R China
来源
SIGMOD '19: PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA | 2019年
基金
美国国家科学基金会;
关键词
D O I
10.1145/3299869.3320238
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently, crowdsourcing has emerged as a new computing paradigm to solve problems that need human intrinsic, such as image annotation. However, there are two limitations in existing crowdsourcing platforms, i.e., non-transparent incentive mechanism and isolated profiles of workers, which harms the interests of both requesters and workers. Meanwhile, Blockchain technology introduces a solution to build a transparent, immutable data model in the Byzantine environment. Moreover, Blockchain systems (e.g., Ethereum) can also support the Tuning-complete script called smart contracts. Thus, we are motivated to use the feature of transparent data model and smart contract in Blockchain to address the two limitations. Based on the proposed solutions, we have designed a Blockchain based framework which supports foundations of general crowdsourcing platforms. In addition, our framework also has following novel features: (1) it provides the transparent incentive mechanisms; (2) it supports a trusted worker's profile sharing in a cross-platform mode.
引用
收藏
页码:1921 / 1924
页数:4
相关论文
共 12 条
[1]  
[Anonymous], 2014, IEEE S P
[2]  
[Anonymous], 2018, ICDE
[3]  
Cao C.C., 2013, KDD
[4]  
Feng Amber, 2011, PVLDB
[5]  
Gao Yihan, 2014, PVLDB
[6]   Challenges in Data Crowdsourcing [J].
Garcia-Molina, Hector ;
Joglekar, Manas ;
Marcus, Adam ;
Parameswaran, Aditya ;
Verroios, Vasilis .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 28 (04) :901-911
[7]  
Han Siyuan, 2018, ICDE
[8]   Crowdsourced Data Management: A Survey [J].
Li, Guoliang ;
Wang, Jiannan ;
Zheng, Yudian ;
Franklin, Michael J. .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 28 (09) :2296-2319
[9]  
Li Guoliang, 2018, PVLDB
[10]   SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing [J].
Tong, Yongxin ;
Chen, Lei ;
Zhou, Zimu ;
Jagadish, H. V. ;
Shou, Lidan ;
Lv, Weifeng .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 30 (08) :1588-1601