Provenance: On and Behind the Screens
Summary: Provenance taxonomy and type comparisons; visualization-driven interaction for domain-expert analysis. No single visualization fits all provenance types; the tutorial outlines core visualization concepts and concrete visuals to guide provenance design and use to ensure usability and trust in results. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Melanie Herschel (University of Stuttgart)
- 2. Marcel Hlawatsch (University of Stuttgart)
BibTeX Citation
@inproceedings{herschel_sigmod16,
title = {{Provenance: On and Behind the Screens}},
author = {Herschel, Melanie and Hlawatsch, Marcel},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2882903.2912568},
url = {https://dl.acm.org/doi/10.1145/2882903.2912568},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,687 | Provenance for Natural Language Queries | 2017 | VLDB | 6.4706848e-05 |
| 6,647 | Combining Design and Performance in a Data Visualization Management System | 2017 | CIDR | 5.7217042e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 17 | Provenance Semirings | 2007 | PODS | 0.00059752575 |
| 943 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD | 0.00012945546 |
| 1,502 | VisTrails: Visualization meets Data Management | 2006 | SIGMOD | 0.00010456416 |
| 1,564 | Titian: Data Provenance Support in Spark | 2016 | VLDB | 0.00010222394 |
| 1,765 | Putting Lipstick on Pig: Enabling Database-style Workflow Provenance | 2012 | VLDB | 9.6955585e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,240 | QuestPro: Queries in SPARQL Through Provenance | 2018 | VLDB |
| 2 | 622 | On the Provenance of Non-Answers to Queries over Extracted Data | 2008 | VLDB |
| 3 | 7,212 | Capturing and Querying Fine-grained Provenance of Preprocessing Pipelines in Data Science | 2021 | VLDB |
| 4 | 6,486 | Approximate Summaries for Why and Why-not Provenance | 2020 | VLDB |
| 5 | 12,160 | Ursprung: Provenance for Large-Scale Analytics Environments | 2019 | SIGMOD |
| 6 | 13,726 | Theory and Practice of Provenance | 2022 | SIGMOD |
| 7 | 2,170 | Provenance Management in Curated Databases | 2006 | SIGMOD |
| 8 | 8,497 | Querying and Re-Using Workflows with VisTrails | 2008 | SIGMOD |
| 9 | 943 | Provenance and Scientific Workflows: Challenges and Opportunities | 2008 | SIGMOD |
| 10 | 12,941 | Provenance in Databases (Tutorial Outline) | 2007 | SIGMOD |