Data Pipelines for User Group Analytics

Summary: Proposes data pipelines for User Group Analytics (UGA) that transform heterogeneous raw user data into actionable group insights. Reviews discovery, exploration, and visualization approaches and open challenges across social Web and healthcare domains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5702
Venue: SIGMOD
Year: 2019
Pagerank: 5.093636e-05
Overall Rank: 11,848 | 18.72%
DOI: 10.1145/3299869.3314028

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Behrooz Omidvar-Tehrani (CNRS; University of Grenoble)
2. Sihem Amer-Yahia (CNRS; University of Grenoble)

BibTeX Citation

@inproceedings{omidvartehrani_sigmod19,
        title = {{Data Pipelines for User Group Analytics}},
        author = {Omidvar-Tehrani, Behrooz and Amer-Yahia, Sihem},
        series = {{SIGMOD} '19},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3299869.3314028},
        url = {https://dl.acm.org/doi/10.1145/3299869.3314028},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
264	The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing	2018	VLDB	0.00022980015
304	Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications	1998	SIGMOD	0.00021917388
663	A Formal Approach to Finding Explanations for Database Queries	2014	SIGMOD	0.00015174751
986	Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System	2017	VLDB	0.0001281777
1,198	Overview of Data Exploration Techniques	2015	SIGMOD	0.00011706307
2,087	Guided Interaction: Rethinking the Query-Result Paradigm	2011	VLDB	9.1914119e-05
3,258	Controlling False Discoveries During Interactive Data Exploration	2017	SIGMOD	7.5897862e-05
3,425	Foresight: Recommending Visual Insights	2017	VLDB	7.42218e-05
5,435	Exploring Change – A New Dimension of Data Analytics	2019	VLDB	6.2207492e-05
6,059	Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines	2018	SIGMOD	5.9915079e-05
6,200	New Trends on Exploratory Methods for Data Analytics	2017	VLDB	5.9457282e-05
6,311	Worker Skill Estimation in Team-Based Tasks	2015	VLDB	5.9175619e-05
6,511	Data Tweening: Incremental Visualization of Data Transforms	2017	VLDB	5.8567275e-05
6,935	C-Explorer: Browsing Communities in Large Graphs	2017	VLDB	5.7350034e-05
7,301	PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases	2017	VLDB	5.6506327e-05
8,176	Cohort Query Processing	2017	VLDB	5.4736785e-05
9,747	FlashView: An Interactive Visual Explorer for Raw Data	2017	VLDB	5.227679e-05
9,751	CloudVista: Interactive and Economical Visual Cluster Analysis for Big Data in the Cloud	2012	VLDB	5.227679e-05
10,029	Human Factors in Crowdsourcing	2016	VLDB	5.1741314e-05

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