From Human-Graph to Agent-Graph Interaction: State of the Art and Future Directions
Summary: First unified survey of Human-Graph Interaction and Agent-Graph Interaction, covering human graph querying/analysis and agentic graph modeling, navigation, planning, and execution. Identifies shared challenges and opportunities at their convergence. (summarized by gpt-5.6-luna on Aug 28 2026)
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Authors
- 1. Sourav S Bhowmick (Nanyang Technological University)
- 2. Arijit Khan (Bowling Green State University)
- 3. Byron Choi (Hong Kong Baptist University)
BibTeX Citation
@article{bhowmick_vldb26,
title = {{From Human-Graph to Agent-Graph Interaction: State of the Art and Future Directions}},
author = {Bhowmick, Sourav S and Khan, Arijit and Choi, Byron},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {12},
pages = {4878--4883},
doi = {10.14778/3827998.3828143},
url = {https://doi.org/10.14778/3827998.3828143},
year = {2026}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 235 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00023701614 |
| 1,484 | PG-Schema: Schemas for Property Graphs | 2023 | SIGMOD | 0.00010498883 |
| 6,578 | Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future | 2022 | SIGMOD | 5.7253513e-05 |
| 8,005 | Graph Querying Meets HCI: State of the Art and Future Directions | 2017 | SIGMOD | 5.3921494e-05 |
| 11,226 | PASCAL: A Theory-Informed Visual Interface for Property Graph Schema Visualization | 2025 | SIGMOD | 4.9605343e-05 |
| 11,274 | LICS: Towards Theory-Informed Effective Visual Abstraction of Property Graph Schemas | 2025 | SIGMOD | 4.9605343e-05 |
| 11,765 | Theories and Principles Matter: Towards Visually Appealing and Effective Abstraction of Property Graph Queries | 2023 | SIGMOD | 4.9605343e-05 |
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