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 |
|---|---|---|---|---|
| 9,434 | Rock: Cleaning Data by Embedding ML in Logic Rules | 2024 | SIGMOD | 4.3430376e-05 |
| 10,029 | Outliers: The Good, the Bad and the Ugly | 2026 | SIGMOD | 4.1945683e-05 |
| 10,197 | Qualitative Join Discovery in Data Lakes using Examples | 2026 | SIGMOD | 4.1945683e-05 |
| 10,754 | OmniMatch: Joinability Discovery in Data Products | 2025 | VLDB | 4.1945683e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 1,178 | Table Union Search on Open Data | 2018 | VLDB | 0.00013468118 |
| 1,187 | JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes | 2019 | SIGMOD | 0.00013443639 |
| 1,644 | Finding Related Tables in Data Lakes for Interactive Data Science | 2020 | SIGMOD | 0.00011041787 |
| 3,358 | Organizing Data Lakes for Navigation | 2020 | SIGMOD | 7.1784949e-05 |
| 3,963 | Pytheas: Pattern-based Table Discovery in CSV Files | 2020 | VLDB | 6.5840643e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,736 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB | 4.1945683e-05 |
| 11,528 | Valentine in Action: Matching Tabular Data at Scale | 2021 | VLDB | 4.1945683e-05 |
| 13,190 | KGNav: A Knowledge Graph Navigational Visual Query System | 2023 | VLDB | - |
| 8,748 | Databases as Graphs: Predictive Queries for Declarative Machine Learning | 2023 | PODS | 4.456315e-05 |
| 11,732 | CoreKG: a Knowledge Lake Service | 2018 | VLDB | 4.1945683e-05 |
| 4,963 | Explaining and Querying Knowledge Graphs by Relatedness | 2017 | VLDB | 5.7971866e-05 |
| 3,955 | SLQ: A User-friendly Graph Querying System | 2014 | SIGMOD | 6.5910012e-05 |
| 10,439 | Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action | 2025 | SIGMOD | 4.1945683e-05 |
| 11,283 | Demonstration of SPARQLML: An Interfacing Language for Supporting Graph Machine Learning for RDF Graphs | 2023 | VLDB | 4.1945683e-05 |
| 8,917 | Data Lakes Empowered by Knowledge Graph Technologies | 2021 | SIGMOD | 4.427232e-05 |