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)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Michael R. Anderson (University of Michigan)
- 2. Yuze Lou (University of Michigan)
- 3. Jiayun Zou (University of Michigan)
- 4. Michael Cafarella (Massachusetts Institute of Technology)
- 5. Sarah Chasins (University of California Berkeley)
- 6. Doug Downey (Allen Institute)
- 7. Tian Gao (University of Michigan)
- 8. Kexin Huang (University of Michigan)
- 9. Dinghao Shen (University of Michigan)
- 10. Jenny Vo-Phamhi (University of Michigan)
- 11. Yitong Wang (University of Michigan)
- 12. Yuning Wang (University of Michigan)
- 13. Anna Zeng (Massachusetts Institute of Technology)
BibTeX Citation
@inproceedings{anderson_cidr22,
address = {Amsterdam, Netherlands},
series = {{CIDR} '22},
title = {{Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration}},
booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
author = {Anderson, Michael R. and Lou, Yuze and Zou, Jiayun and Cafarella, Michael and Chasins, Sarah and Downey, Doug and Gao, Tian and Huang, Kexin and Shen, Dinghao and Vo-Phamhi, Jenny and Wang, Yitong and Wang, Yuning and Zeng, Anna},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,026 | Orchestra: Facilitating Collaborative Data Sharing | 2007 | SIGMOD | 9.287998e-05 |
| 4,837 | PrivateClean: Data Cleaning and Differential Privacy | 2016 | SIGMOD | 6.4845444e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,071 | Data Lakes Empowered by Knowledge Graph Technologies | 2021 | SIGMOD |
| 2 | 2,026 | Orchestra: Facilitating Collaborative Data Sharing | 2007 | SIGMOD |
| 3 | 7,278 | One Table Stores All: Enabling Painless Free-and-Easy Data Publishing and Sharing | 2007 | CIDR |
| 4 | 13,011 | A Scalable Architecture for Autonomous Heterogeneous Database Interactions | 1995 | VLDB |
| 5 | 3,582 | The Composable Data Management System Manifesto | 2023 | VLDB |
| 6 | 1,077 | DataHub: Collaborative Data Science & Dataset Version Management at Scale | 2015 | CIDR |
| 7 | 7,065 | Dataset Relationship Management | 2019 | CIDR |
| 8 | 13,317 | From Genesis to Maturity: Managing Knowledge Graph Ecosystems Through Life Cycles | 2025 | VLDB |
| 9 | 1,733 | Reconciling while Tolerating Disagreement in Collaborative Data Sharing | 2006 | SIGMOD |
| 10 | 5,200 | The Virtual Data Grid: A New Model and Architecture for Data-Intensive Collaboration | 2003 | CIDR |