Crowdsourcing Database Systems and Optimization

It is rather inconvenient to interact with crowdsourcing platforms, as the platforms require one to set various parameters and even write code. Thus, inspired by traditional DBMS, crowdsourcing database systems have been designed and built.

[1]  David R. Karger,et al.  Human-powered Sorts and Joins , 2011, Proc. VLDB Endow..

[2]  Aditya G. Parameswaran,et al.  Crowd-powered find algorithms , 2014, 2014 IEEE 30th International Conference on Data Engineering.

[3]  Vikas Kumar,et al.  CrowdSearch: exploiting crowds for accurate real-time image search on mobile phones , 2010, MobiSys '10.

[4]  Tim Kraska,et al.  CrowdER: Crowdsourcing Entity Resolution , 2012, Proc. VLDB Endow..

[5]  Tim Kraska,et al.  CrowdDB: Query Processing with the VLDB Crowd , 2011, Proc. VLDB Endow..

[6]  Jennifer Widom,et al.  Query Optimization over Crowdsourced Data , 2013, Proc. VLDB Endow..

[7]  Purnamrita Sarkar,et al.  Crowdsourced enumeration queries , 2013, 2013 IEEE 29th International Conference on Data Engineering (ICDE).

[8]  Jian Li,et al.  CDB: Optimizing Queries with Crowd-Based Selections and Joins , 2017, SIGMOD Conference.

[9]  Beng Chin Ooi,et al.  CrowdOp: Query Optimization for Declarative Crowdsourcing Systems , 2015, IEEE Trans. Knowl. Data Eng..

[10]  Jennifer Widom,et al.  CrowdScreen: algorithms for filtering data with humans , 2012, SIGMOD Conference.

[11]  Tim Kraska,et al.  Leveraging transitive relations for crowdsourced joins , 2013, SIGMOD '13.

[12]  Aditya G. Parameswaran,et al.  So who won?: dynamic max discovery with the crowd , 2012, SIGMOD Conference.

[13]  Jennifer Widom,et al.  Deco: declarative crowdsourcing , 2012, CIKM.

[14]  Sanjeev Khanna,et al.  Using the crowd for top-k and group-by queries , 2013, ICDT '13.

[15]  David R. Karger,et al.  Counting with the Crowd , 2012, Proc. VLDB Endow..

[16]  Lilly Irani,et al.  Amazon Mechanical Turk , 2018, Advances in Intelligent Systems and Computing.

[17]  Rob Miller,et al.  Crowdsourced Databases: Query Processing with People , 2011, CIDR.

[18]  Jennifer Widom,et al.  CrowdFill: collecting structured data from the crowd , 2014, SIGMOD Conference.

[19]  Jennifer Widom,et al.  Deco: A System for Declarative Crowdsourcing , 2012, Proc. VLDB Endow..

[20]  Tim Kraska,et al.  CrowdDB: answering queries with crowdsourcing , 2011, SIGMOD '11.