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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
4427
Venue
SIGMOD
Year
2010
Pagerank
5.9780216e-05
Overall Rank
6,097 | 58.17%
DOI
10.1145/1807167.1807341

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{ameryahia_sigmod10,
        title = {{Crowds, Clouds, and Algorithms: Exploring the Human Side of "Big Data" Applications}},
        author = {Amer-Yahia, Sihem and Doan, AnHai and Kleinberg, Jon and Koudas, Nick and Franklin, Michael J.},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807341},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807341},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
90 CrowdDB: Answering Queries with Crowdsourcing 2011 SIGMOD 0.00034951786
2,929 StreamRec: A Real-Time Recommender System 2011 SIGMOD 7.9525409e-05
6,819 Estimating the Impact of Unknown Unknowns on Aggregate Query Results 2016 SIGMOD 5.7635226e-05
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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
866 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013519288
3,608 Group Recommendation: Semantics and Efficiency 2009 VLDB 7.2609441e-05
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