Residential College | false |
Status | 已發表Published |
A confidence-aware top-k query processing toolkit on crowdsourcing | |
Yan Li1; Ngai Meng Kou1; Hao Wang2; Leong Hou U1; Zhiguo Gong1 | |
2017-08-01 | |
Conference Name | Proceedings of the VLDB Endowment |
Source Publication | Proceedings of the VLDB Endowment |
Volume | 10 |
Issue | 12 |
Pages | 1909-1912 |
Conference Date | 2017 |
Conference Place | Jiangsu |
Abstract | Ranking techniques have been widely used in ubiquitous applications like recommendation, information retrieval, etc. For ranking computation hostile but human friendly items, crowdsourcing is considered as an emerging technique to process the ranking by human power. However, there is a lack of an easy-to-use toolkit for answering crowdsourced top-k query with minimal effort. In this work, we demonstrate an interactive programming toolkit that is a unified solution for answering the crowdsourced top-k queries. The toolkit employs a new confidenceaware crowdsourced top-k algorithm, SPR. The whole progress of the algorithm is monitored and visualized to end users in a timely manner. Besides the visualized result and the statistics, the system also reports the estimation of the monetary cost and the breakdown of each phase. Based on the estimation, end users can strike a balance between the budget and the quality through the interface of this toolkit. |
DOI | 10.14778/3137765.3137806 |
URL | View the original |
WOS ID | WOS:000416494000039 |
Scopus ID | 2-s2.0-85036666530 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Hao Wang; Leong Hou U |
Affiliation | 1.Department of Computer and Information Science, University of Macau, Macau SAR 2.State Key Laboratory for Novel Software Technology, Nanjing University, China |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Yan Li,Ngai Meng Kou,Hao Wang,et al. A confidence-aware top-k query processing toolkit on crowdsourcing[C], 2017, 1909-1912. |
APA | Yan Li., Ngai Meng Kou., Hao Wang., Leong Hou U., & Zhiguo Gong (2017). A confidence-aware top-k query processing toolkit on crowdsourcing. Proceedings of the VLDB Endowment, 10(12), 1909-1912. |
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