Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration
Summary: Demonstration system to construct a tool-, team-, and institution-independent shared conceptual model capturing schemas and system models (pipelines/procedures) across complex heterogeneous data systems. Uses knowledge-graph-style collaborative curation to enable cross-team data science and governance. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Michael R. Anderson
- 2. Yuze Lou
- 3. Jiayun Zou
- 4. Michael Cafarella
- 5. Sarah Chasins
- 6. Doug Downey
- 7. Tian Gao
- 8. Kexin Huang
- 9. Dinghao Shen
- 10. Jenny Vo-Phamhi
- 11. Yitong Wang
- 12. Yuning Wang
- 13. Anna Zeng
Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,068 | Orchestra: Facilitating Collaborative Data Sharing | 2007 | SIGMOD | 9.6377415e-05 |
| 4,668 | PrivateClean: Data Cleaning and Differential Privacy | 2016 | SIGMOD | 6.0115918e-05 |
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