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: 4366
Venue: SIGMOD
Year: 2010
Pagerank: 5.724912e-05
Overall Rank: 5,053 | 64.89%
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	0.00051273089
1,788	StreamRec: A Real-Time Recommender System	2011	SIGMOD	0.00010541173
6,943	Estimating the Impact of Unknown Unknowns on Aggregate Query Results	2016	SIGMOD	4.8876509e-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
686	Pay-as-you-go User Feedback for Dataspace Systems	2008	SIGMOD	0.00018107664
3,804	Group Recommendation: Semantics and Efficiency	2009	VLDB	6.7487709e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
3,939	CrowdQ: Crowdsourced Query Understanding	2013	CIDR	6.6099823e-05
7,667	Human-in-the-loop Data Integration	2017	VLDB	4.6791871e-05
9,011	Anthropocentric Data Systems	2011	VLDB	4.4059589e-05
12,121	Mob Data Sourcing	2012	SIGMOD	4.1905499e-05
94	CrowdDB: Answering Queries with Crowdsourcing	2011	SIGMOD	0.00051273089
9,864	Human Factors in Crowdsourcing	2016	VLDB	4.2634671e-05
7,116	Crowdsourced Data Management: Overview and Challenges	2017	SIGMOD	4.8219732e-05
13,366	The Big Data - Same Humans Problem	2015	CIDR	-
5,458	Crowdsourcing Applications and Platforms: A Data Management Perspective	2011	VLDB	5.4952003e-05
13,564	Data Visualization and Social Data Analysis	2009	VLDB	-