DatAgent: The Imminent Age of Intelligent Data Assistants
Summary: DatAgent enables natural-language querying and responses for data management, acting as an intelligent data assistant. It actively guides users with recommendations and hints while learning from user actions to adapt its interactions across exploration scenarios. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Antonis Mandamadiotis (Athena Research Center)
- 2. Stavroula Eleftherakis (Athena Research Center)
- 3. Apostolos Glenis (Athena Research Center)
- 4. Dimitrios Skoutas (Athena Research Center)
- 5. Yannis Stavrakas (Athena Research Center)
- 6. Georgia Koutrika (Athena Research Center)
BibTeX Citation
@article{mandamadiotis_vldb21,
title = {{DatAgent: The Imminent Age of Intelligent Data Assistants}},
author = {Mandamadiotis, Antonis and Eleftherakis, Stavroula and Glenis, Apostolos and Skoutas, Dimitrios and Stavrakas, Yannis and Koutrika, Georgia},
journal = {PVLDB},
series = {{VLDB} '21},
volume = {14},
number = {12},
pages = {2815--2818},
doi = {10.14778/3476311.3476352},
url = {https://doi.org/10.14778/3476311.3476352},
year = {2021}
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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 |
|---|---|---|---|---|
| 180 | Constructing an Interactive Natural Language Interface for Relational Databases | 2015 | VLDB | 0.0002654471 |
| 1,831 | λόγος: A System for Translating Queries into Narratives | 2012 | SIGMOD | 9.5460598e-05 |
| 11,968 | PyExplore: Query Recommendations for Data Exploration without Query Logs | 2021 | SIGMOD | 4.9793485e-05 |
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