Crowds, Clouds, and Algorithms: Exploring the Human Side of "Big Data" Applications

Summary: Hybrid Crowd/Cloud data systems integrate human participation across the data lifecycle, from creation to dissemination. Crowd-driven paradigm drives ML, query processing, data integration, security, and privacy for distributed data management. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4365
Venue: SIGMOD
Year: 2010
Pagerank: 5.73044e-05
Overall Rank: 5,056 | 64.83%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
94	CrowdDB: Answering Queries with Crowdsourcing	2011	SIGMOD	0.00051013264
1,790	StreamRec: A Real-Time Recommender System	2011	SIGMOD	0.00010551363
6,941	Estimating the Impact of Unknown Unknowns on Aggregate Query Results	2016	SIGMOD	4.8924e-05

Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
692	Pay-as-you-go User Feedback for Dataspace Systems	2008	SIGMOD	0.00018083948
3,802	Group Recommendation: Semantics and Efficiency	2009	VLDB	6.7552492e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,935	CrowdQ: Crowdsourced Query Understanding	2013	CIDR	6.6163464e-05
7,668	Human-in-the-loop Data Integration	2017	VLDB	4.6834075e-05
9,005	Anthropocentric Data Systems	2011	VLDB	4.4101874e-05
12,113	Mob Data Sourcing	2012	SIGMOD	4.1945683e-05
94	CrowdDB: Answering Queries with Crowdsourcing	2011	SIGMOD	0.00051013264
9,865	Human Factors in Crowdsourcing	2016	VLDB	4.2675549e-05
7,117	Crowdsourced Data Management: Overview and Challenges	2017	SIGMOD	4.826509e-05
13,353	The Big Data - Same Humans Problem	2015	CIDR	-
5,450	Crowdsourcing Applications and Platforms: A Data Management Perspective	2011	VLDB	5.5003491e-05
13,551	Data Visualization and Social Data Analysis	2009	VLDB	-