Interactive Navigation of Open Data Linkages
Summary: Toronto Open Data Search enables ad hoc interactive discovery of linkages across datasets in the open data cloud. It uses LSH Ensemble to run real-time linkage queries over millions of datasets with a scalable backend and dynamic repository, enabling interactive joins. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Erkang Zhu
- 2. Ken Q. Pu
- 3. Fatemeh Nargesian
- 4. Renee J. Miller
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 749 | Data Lake Management: Challenges and Opportunities | 2019 | VLDB | 0.00014389498 |
| 1,431 | Auctus: A Dataset Search Engine for Data Discovery and Augmentation | 2021 | VLDB | 0.00010907332 |
| 2,249 | Open Data Integration | 2018 | VLDB | 8.936583e-05 |
| 2,965 | Organizing Data Lakes for Navigation | 2020 | SIGMOD | 7.9653908e-05 |
| 4,076 | Integrating Data Lake Tables | 2023 | VLDB | 6.9824526e-05 |
| 5,867 | RONIN: Data Lake Exploration | 2021 | VLDB | 6.1220775e-05 |
| 11,660 | Top-k Queries over Digital Traces | 2019 | SIGMOD | 5.1725247e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 739 | Finding Related Tables | 2012 | SIGMOD | 0.00014539836 |
| 1,547 | LSH Ensemble: Internet-Scale Domain Search | 2016 | VLDB | 0.00010451676 |
| 3,703 | Discovering Linkage Points over Web Data | 2013 | VLDB | 7.2527126e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,636 | LinkDB: A Probabilistic Linkage Database System | 2011 | SIGMOD | 5.4598872e-05 |
| 7,486 | LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes | 2024 | VLDB | 5.668225e-05 |
| 11,918 | Demonstrating "Data Near Here": Scientific Data Search | 2015 | SIGMOD | 5.1725247e-05 |
| 11,865 | On Measuring the Lattice of Commonalities Among Several Linked Datasets | 2016 | VLDB | 5.1725247e-05 |
| 2,249 | Open Data Integration | 2018 | VLDB | 8.936583e-05 |
| 3,703 | Discovering Linkage Points over Web Data | 2013 | VLDB | 7.2527126e-05 |
| 13,615 | Information Discovery in Loosely Integrated Data | 2007 | SIGMOD | - |
| 2,965 | Organizing Data Lakes for Navigation | 2020 | SIGMOD | 7.9653908e-05 |
| 865 | Table Union Search on Open Data | 2018 | VLDB | 0.00013570692 |
| 1,547 | LSH Ensemble: Internet-Scale Domain Search | 2016 | VLDB | 0.00010451676 |