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 |
|---|---|---|---|---|
| 936 | Data Lake Management: Challenges and Opportunities | 2019 | VLDB | 0.00015197838 |
| 1,742 | Auctus: A Dataset Search Engine for Data Discovery and Augmentation | 2021 | VLDB | 0.00010695388 |
| 2,737 | Open Data Integration | 2018 | VLDB | 8.2053894e-05 |
| 3,360 | Organizing Data Lakes for Navigation | 2020 | SIGMOD | 7.1719486e-05 |
| 4,860 | Integrating Data Lake Tables | 2023 | VLDB | 5.867964e-05 |
| 6,432 | RONIN: Data Lake Exploration | 2021 | VLDB | 5.0571585e-05 |
| 11,660 | Top-k Queries over Digital Traces | 2019 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 814 | Finding Related Tables | 2012 | SIGMOD | 0.00016298739 |
| 2,142 | LSH Ensemble: Internet-Scale Domain Search | 2016 | VLDB | 9.4461701e-05 |
| 3,993 | Discovering Linkage Points over Web Data | 2013 | VLDB | 6.5483476e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,546 | LinkDB: A Probabilistic Linkage Database System | 2011 | SIGMOD | 4.4893996e-05 |
| 7,586 | LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes | 2024 | VLDB | 4.700127e-05 |
| 11,918 | Demonstrating "Data Near Here": Scientific Data Search | 2015 | SIGMOD | 4.1905499e-05 |
| 11,865 | On Measuring the Lattice of Commonalities Among Several Linked Datasets | 2016 | VLDB | 4.1905499e-05 |
| 2,737 | Open Data Integration | 2018 | VLDB | 8.2053894e-05 |
| 3,993 | Discovering Linkage Points over Web Data | 2013 | VLDB | 6.5483476e-05 |
| 13,615 | Information Discovery in Loosely Integrated Data | 2007 | SIGMOD | - |
| 3,360 | Organizing Data Lakes for Navigation | 2020 | SIGMOD | 7.1719486e-05 |
| 1,179 | Table Union Search on Open Data | 2018 | VLDB | 0.00013458551 |
| 2,142 | LSH Ensemble: Internet-Scale Domain Search | 2016 | VLDB | 9.4461701e-05 |