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Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action

Summary: End-to-end distribution-aware dataset search over decentralized, metadata-only repositories. Introduces Dataset Query Language and a distribution-aware index with percentile predicates for efficient, flexible search without raw data; validated on 150k Kaggle dataset profiles. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7215
Venue
SIGMOD
Year
2025
Pagerank
5.093636e-05
Overall Rank
10,720 | 26.46%
DOI
10.1145/3722212.3725104

Incoming Non-self Citations Over Time

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Authors

BibTeX Citation

@inproceedings{behme_sigmod25,
        title = {{Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action}},
        author = {Behme, Lennart and Geißler, Leonard and Agrawal, Pratham and Badura, Emil and Ueber, Benjamin and Beedkar, Kaustubh and Markl, Volker},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3722212.3725104},
        url = {https://dl.acm.org/doi/10.1145/3722212.3725104},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

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Rank Citing Paper Year Venue Pagerank
10,339 Aegis: A Correlation-Based Data Masking Advisor for Data-Sharing Ecosystems 2026 SIGMOD 5.093636e-05
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