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: hf2a090ac067d5a9d
Venue: SIGMOD
Year: 2019
Pagerank: 4.9605343e-05
Overall Rank: 12,197 | 18.25%
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
235	The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing	2018	VLDB	0.00023701614
310	Automatic Subspace Clustering of High Dimensional Data for Data Mining Applications	1998	SIGMOD	0.00021410542
672	A Formal Approach to Finding Explanations for Database Queries	2014	SIGMOD	0.00014903109
924	Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System	2017	VLDB	0.00013033863
1,220	Overview of Data Exploration Techniques	2015	SIGMOD	0.00011449992
2,141	Guided Interaction: Rethinking the Query-Result Paradigm	2011	VLDB	8.9671737e-05
3,293	Controlling False Discoveries During Interactive Data Exploration	2017	SIGMOD	7.4335786e-05
3,501	Foresight: Recommending Visual Insights	2017	VLDB	7.2318805e-05
5,585	Exploring Change – A New Dimension of Data Analytics	2019	VLDB	6.0584232e-05
5,890	Worker Skill Estimation in Team-Based Tasks	2015	VLDB	5.9400921e-05
6,195	Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines	2018	SIGMOD	5.8374071e-05
6,344	New Trends on Exploratory Methods for Data Analytics	2017	VLDB	5.7903641e-05
6,648	Data Tweening: Incremental Visualization of Data Transforms	2017	VLDB	5.7049236e-05
7,081	C-Explorer: Browsing Communities in Large Graphs	2017	VLDB	5.5894444e-05
7,473	PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases	2017	VLDB	5.5029761e-05
8,345	Cohort Query Processing	2017	VLDB	5.3339863e-05
9,967	FlashView: An Interactive Visual Explorer for Raw Data	2017	VLDB	5.0910746e-05
9,969	CloudVista: Interactive and Economical Visual Cluster Analysis for Big Data in the Cloud	2012	VLDB	5.0910746e-05
10,244	Human Factors in Crowdsourcing	2016	VLDB	5.041459e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	12,417	Graph-based Exploration of Non-graph Datasets	2016	VLDB
2	11,631	CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics	2024	VLDB
3	11,847	To UDFs and Beyond: Demonstration of a Fully Decomposed Data Processor for General Data Wrangling Tasks	2023	VLDB
4	8,200	Data Management for Social Networking	2016	PODS
5	9,964	Unified Data Analytics: State-of-the-art and Open Problems	2022	VLDB
6	12,393	Microblogs Data Management Systems: Querying, Analysis, and Visualization	2016	SIGMOD
7	10,268	Graph Exploration: From Users to Large Graphs	2017	SIGMOD
8	13,877	Cohort Analysis with Ease	2018	SIGMOD
9	6,182	Guided Exploration of User Groups	2020	VLDB
10	12,486	Structured Analytics in Social Media	2015	VLDB