Data Lakes Empowered by Knowledge Graph Technologies
Summary: Platform to build schemas for diverse data lakes (CSV/JSON), capturing cardinality, types, and cross-file column similarity. Knowledge Graph encodes features; serialized as RDF* N-Triples with annotated predicates for similarity, provenance, and inference. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ahmed Helal
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,083 | GeoKGM: A Multimodal Large Language Model for Zero-Shot Knowledge Graph Completion in Geospatial Databases | 2026 | 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 |
|---|---|---|---|---|
| 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 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,874 | A Universal Question-Answering Platform for Knowledge Graphs | 2023 | SIGMOD | 4.2626861e-05 |
| 10,823 | SDG-KG: A Framework to Compute SDG Indicators with Open Data | 2025 | VLDB | 4.1905499e-05 |
| 4,630 | Knowledge Graphs 2021: A Data Odyssey | 2021 | VLDB | 6.030304e-05 |
| 3,330 | Schemaless and Structureless Graph Querying | 2014 | VLDB | 7.2116683e-05 |
| 11,616 | RDFFrames: Knowledge Graph Access for Machine Learning Tools | 2020 | VLDB | 4.1905499e-05 |
| 5,805 | Discovering Related Data At Scale | 2021 | VLDB | 5.3197639e-05 |
| 8,282 | Knowledge Graph Exploration Systems: are we lost? | 2022 | CIDR | 4.5392079e-05 |
| 9,179 | Efficient Exploration of Interesting Aggregates in RDF Graphs | 2021 | SIGMOD | 4.3793465e-05 |
| 11,739 | CoreKG: a Knowledge Lake Service | 2018 | VLDB | 4.1905499e-05 |
| 9,057 | Semantic SPARQL Similarity Search Over RDF Knowledge Graphs | 2016 | VLDB | 4.3997447e-05 |