A Demonstration of KGLac: A Data Discovery and Enrichment Platform for Data Science
Summary: Demonstrates KGLac, a data discovery and enrichment platform that builds a GLac knowledge graph linking datasets, tables, and columns for semantic discovery. Uses SPARQL-enabled discovery, annotation with derived insights, and ML-driven graph learning for enrichment; showcases an ML pipeline to evaluate gender salary bias in IT jobs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ahmed Helal
- 2. Mossad Helali
- 3. Khaled Ammar
- 4. Essam Mansour
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,439 | Rock: Cleaning Data by Embedding ML in Logic Rules | 2024 | SIGMOD | 4.3389137e-05 |
| 10,029 | Outliers: The Good, the Bad and the Ugly | 2026 | SIGMOD | 4.1905499e-05 |
| 10,197 | Qualitative Join Discovery in Data Lakes using Examples | 2026 | SIGMOD | 4.1905499e-05 |
| 10,760 | OmniMatch: Joinability Discovery in Data Products | 2025 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 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 |
| 1,643 | Finding Related Tables in Data Lakes for Interactive Data Science | 2020 | SIGMOD | 0.00011031534 |
| 3,360 | Organizing Data Lakes for Navigation | 2020 | SIGMOD | 7.1719486e-05 |
| 3,968 | Pytheas: Pattern-based Table Discovery in CSV Files | 2020 | VLDB | 6.5777452e-05 |
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| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
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| 8,744 | Databases as Graphs: Predictive Queries for Declarative Machine Learning | 2023 | PODS | 4.4520434e-05 |
| 11,739 | CoreKG: a Knowledge Lake Service | 2018 | VLDB | 4.1905499e-05 |
| 4,968 | Explaining and Querying Knowledge Graphs by Relatedness | 2017 | VLDB | 5.7916145e-05 |
| 3,967 | SLQ: A User-friendly Graph Querying System | 2014 | SIGMOD | 6.5781961e-05 |
| 10,449 | Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action | 2025 | SIGMOD | 4.1905499e-05 |
| 11,285 | Demonstration of SPARQLML: An Interfacing Language for Supporting Graph Machine Learning for RDF Graphs | 2023 | VLDB | 4.1905499e-05 |
| 8,919 | Data Lakes Empowered by Knowledge Graph Technologies | 2021 | SIGMOD | 4.4229886e-05 |