Dataset Relationship Management

Summary: Proposes a Dataset Relationship Management System (DRMS) to manage dataset- and data-product-level operations: reuse, provenance/context, rapid revision, retargeting, and contribution metrics across many datasets. Advocates using Jupyter notebooks to capture fine-grained dataset provenance and describes JuNEAU prototype. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: hbcd339f2d6668985
Venue: CIDR
Year: 2019
Pagerank: 5.584745e-05
Overall Rank: 7,208 | 51.54%
DOI: 10.475/123_4

Incoming Non-self Citations Over Time

Authors

1. Zachary G. Ives (University of Pennsylvania)
2. Yi Zhang (University of Pennsylvania)
3. Soonbo Han (University of Pennsylvania)
4. Nan Zheng (University of Pennsylvania)

BibTeX Citation

@inproceedings{ives_cidr19,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '19},
        title = {{Dataset Relationship Management}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Ives, Zachary G. and Zhang, Yi and Han, Soonbo and Zheng, Nan},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,792	Optimizing Machine Learning Workloads in Collaborative Environments	2020	SIGMOD	5.99349e-05
11,410	APEX-DAG: Library and Language independent Pipeline EXtraction	2025	VLDB	4.9793485e-05

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
89	WebTables: Exploring the Power of Tables on the Web	2008	VLDB	0.00035129658
426	Translating Web Data	2002	VLDB	0.00018483901
819	Provenance for Aggregate Queries	2011	PODS	0.00013666629
1,044	RIOT: I/O-Efficient Numerical Computing without SQL	2009	CIDR	0.00012332595
1,053	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012274222
1,069	NoDB: Efficient Query Execution on Raw Data Files	2012	SIGMOD	0.00012185253
1,355	Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff	2015	VLDB	0.0001092646
1,388	Provenance for Generalized Map and Reduce Workflows	2011	CIDR	0.00010821908
1,498	Advanced Query Processing in Object Bases Using Access Support Relations	1990	VLDB	0.00010472681
1,564	Titian: Data Provenance Support in Spark	2016	VLDB	0.00010222394
1,827	Querying Data Provenance	2010	SIGMOD	9.5545888e-05
1,880	Ground: A Data Context Service	2017	CIDR	9.4415148e-05
2,767	GraphMiner: A Structural Pattern-Mining System for Large Disk-based Graph Databases and Its Applications	2005	SIGMOD	8.0402305e-05
3,088	Learning to Create Data-Integrating Queries	2008	VLDB	7.6596008e-05
3,402	RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -	2018	VLDB	7.3304477e-05
3,543	Interactive Data Integration through Smart Copy & Paste	2009	CIDR	7.2154261e-05
5,029	Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration	2013	VLDB	6.3071209e-05
5,569	Exploring Change – A New Dimension of Data Analytics	2019	VLDB	6.0813343e-05
12,385	Looking at Everything in Context	2015	CIDR	4.9793485e-05

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