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Organizing Data Lakes for Navigation
Summary: Organizes data lakes as a navigation graph of attribute-set nodes with subset edges. Proposes a probabilistic user model and an approximate algorithm; demonstrates improved navigation over keyword search via real data tests and a user study.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5819
- Venue
- SIGMOD
- Year
- 2020
- Pagerank
- 7.1719486e-05
- Overall Rank
- 3,360 | 76.65%
- DOI
-
10.1145/3318464.3380605
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 15 of 15 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,326 |
DeepJoin: Joinable Table Discovery with Pre-trained Language Models |
2023 |
VLDB |
7.2148323e-05 |
| 5,386 |
Selective Data Acquisition in the Wild for Model Charging |
2022 |
VLDB |
5.5346315e-05 |
| 5,982 |
Responsible Data Integration: Next-generation Challenges |
2022 |
SIGMOD |
5.2409386e-05 |
| 6,268 |
MATE: Multi-Attribute Table Extraction |
2022 |
VLDB |
5.1288179e-05 |
| 6,432 |
RONIN: Data Lake Exploration |
2021 |
VLDB |
5.0571585e-05 |
| 8,194 |
WarpGate: A Semantic Join Discovery System for Cloud Data Warehouses |
2023 |
CIDR |
4.5574831e-05 |
| 8,500 |
A Demonstration of KGLac: A Data Discovery and Enrichment Platform for Data Science |
2021 |
VLDB |
4.4920292e-05 |
| 8,919 |
Data Lakes Empowered by Knowledge Graph Technologies |
2021 |
SIGMOD |
4.4229886e-05 |
| 9,928 |
Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search |
2024 |
VLDB |
4.2470891e-05 |
| 10,197 |
Qualitative Join Discovery in Data Lakes using Examples |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,353 |
A Theoretical Framework for Distribution-Aware Dataset Search |
2025 |
PODS |
4.1905499e-05 |
| 10,693 |
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
2025 |
VLDB |
4.1905499e-05 |
| 10,840 |
Data Discovery in Data Lakes: Operations, Indexes, Systems |
2025 |
VLDB |
4.1905499e-05 |
| 10,954 |
Determining the Largest Overlap between Tables |
2024 |
SIGMOD |
4.1905499e-05 |
| 11,381 |
Fast Dataset Search with Earth Mover’s Distance |
2022 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 365 |
Annotating and Searching Web Tables Using Entities, Types and Relationships |
2010 |
VLDB |
0.00025616694 |
| 519 |
Data Integration for the Relational Web |
2009 |
VLDB |
0.00021148006 |
| 609 |
Goods: Organizing Google's Datasets |
2016 |
SIGMOD |
0.00019223217 |
| 814 |
Finding Related Tables |
2012 |
SIGMOD |
0.00016298739 |
| 1,005 |
Recovering Semantics of Tables on the Web |
2011 |
VLDB |
0.00014694038 |
| 1,179 |
Table Union Search on Open Data |
2018 |
VLDB |
0.00013458551 |
| 1,185 |
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes |
2019 |
SIGMOD |
0.00013432692 |
| 1,274 |
The Data Civilizer System |
2017 |
CIDR |
0.00012869297 |
| 1,370 |
Answering Table Queries on the Web using Column Keywords |
2012 |
VLDB |
0.00012339543 |
| 2,142 |
LSH Ensemble: Internet-Scale Domain Search |
2016 |
VLDB |
9.4461701e-05 |
| 2,267 |
Ground: A Data Context Service |
2017 |
CIDR |
9.1554363e-05 |
| 5,793 |
Interactive Navigation of Open Data Linkages |
2017 |
VLDB |
5.3240605e-05 |
| 6,574 |
Supporting Keyword Search in Product Database: A Probabilistic Approach |
2013 |
VLDB |
4.999847e-05 |
| 6,844 |
Facet Discovery for Structured Web Search: A Query-log Mining Approach |
2011 |
SIGMOD |
4.9045718e-05 |
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| 8,919 |
Data Lakes Empowered by Knowledge Graph Technologies |
2021 |
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| 13,290 |
The Challenge of Building Effective Data Lakes |
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Summarizing Relational Databases |
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LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
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| 1,606 |
Addressing Diverse User Preferences in SQL-Query-Result Navigation |
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| 11,066 |
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VLDB |
4.1905499e-05 |
| 7,586 |
LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes |
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| 13,615 |
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- |