Exploratory Querying of Extended Knowledge Graphs
Summary: TriniT enables exploratory querying over knowledge graphs, addressing vocabulary mismatch by relaxation and incompleteness by adding OpenIE token triples. It extends the query language and ranking, and supports interactive relaxations and explanations. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Mohamed Yahya (Max Planck Institute)
- 2. Klaus Berberich (Max Planck Institute)
- 3. Maya Ramanath (Indian Institute of Technology Delhi)
- 4. Gerhard Weikum (Max Planck Institute)
BibTeX Citation
@article{yahya_vldb16,
title = {{Exploratory Querying of Extended Knowledge Graphs}},
author = {Yahya, Mohamed and Berberich, Klaus and Ramanath, Maya and Weikum, Gerhard},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {13},
pages = {1521},
doi = {10.14778/3007263.3007299},
url = {https://doi.org/10.14778/3007263.3007299},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,301 | PICASSO: Exploratory Search of Connected Subgraph Substructures in Graph Databases | 2017 | VLDB | 5.6506327e-05 |
| 9,131 | TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database | 2023 | SIGMOD | 5.3184767e-05 |
| 11,854 | Answering Why-questions by Exemplars in Attributed Graphs | 2019 | SIGMOD | 5.093636e-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 |
|---|---|---|---|---|
| 179 | Constructing an Interactive Natural Language Interface for Relational Databases | 2015 | VLDB | 0.00026838277 |
| 3,211 | Biperpedia: An Ontology for Search Applications | 2014 | VLDB | 7.6330836e-05 |
| 3,604 | SLQ: A User-friendly Graph Querying System | 2014 | SIGMOD | 7.2666079e-05 |
| 4,372 | Schemaless and Structureless Graph Querying | 2014 | VLDB | 6.7384384e-05 |
| 5,400 | Discovering and Exploring Relations on the Web | 2012 | VLDB | 6.2318753e-05 |
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|---|---|---|---|---|
| 1 | 9,339 | Efficient Exploration of Interesting Aggregates in RDF Graphs | 2021 | SIGMOD |
| 2 | 10,037 | Graph Exploration: From Users to Large Graphs | 2017 | SIGMOD |
| 3 | 11,918 | GExp: Cost-aware Graph Exploration with Keywords | 2018 | SIGMOD |
| 4 | 3,604 | SLQ: A User-friendly Graph Querying System | 2014 | SIGMOD |
| 5 | 11,084 | Exploring Exploratory Querying | 2025 | VLDB |
| 6 | 9,588 | IQ: The Case for Iterative Querying for Knowledge | 2011 | CIDR |
| 7 | 6,303 | X2Q: Your Personal Example-based Graph Explorer | 2018 | VLDB |
| 8 | 4,372 | Schemaless and Structureless Graph Querying | 2014 | VLDB |
| 9 | 8,520 | Knowledge Graph Exploration Systems: are we lost? | 2022 | CIDR |
| 10 | 11,880 | PivotE: Revealing and Visualizing the Underlying Entity Structures for Exploration | 2019 | VLDB |