DBScholar

Back to papers

Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets

Summary: Data Polygamy proposes a topology-based framework to find statistically significant, local spatio-temporal relationships among urban data sets. It handles scale variety, indexing/querying, and filtering spurious links, validated on 300+ datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hfffdeb224ff30b2e
Venue
SIGMOD
Year
2016
Pagerank
8.9149718e-05
Overall Rank
2,170 | 85.46%
DOI
10.1145/2882903.2915245

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{chirigati_sigmod16,
        title = {{Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets}},
        author = {Chirigati, Fernando and Doraiswamy, Harish and Damoulas, Theodoros and Freire, Juliana},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2915245},
        url = {https://dl.acm.org/doi/10.1145/2882903.2915245},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
1,416 Northstar: An Interactive Data Science System 2018 VLDB 0.00010707248
2,057 Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning 2020 SIGMOD 9.0995439e-05
2,848 Towards Sustainable Insights or why polygamy is bad for you 2017 CIDR 7.9234942e-05
4,519 Automating Exploratory Data Analysis via Machine Learning: An Overview 2020 SIGMOD 6.551459e-05
5,492 GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons 2018 VLDB 6.0966695e-05
6,067 A Demonstration of Interactive Analysis of Performance Measurements with Viska 2017 SIGMOD 5.8807251e-05
6,504 Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data 2024 SIGMOD 5.7456631e-05
7,194 DataPrism: Exposing Disconnect between Data and Systems 2022 SIGMOD 5.573413e-05
7,633 BugDoc: Algorithms to Debug Computational Processes 2020 SIGMOD 5.4635757e-05
7,956 Querying and Exploring Polygamous Relationships in Urban Spatio-Temporal Data Sets 2017 SIGMOD 5.4019329e-05
10,152 EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data 2021 SIGMOD 5.0597449e-05
10,925 PipeLens: Identifying Interventions for Resolving Malfunctioning Data Science Pipelines 2026 VLDB 4.9605343e-05
10,964 MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery 2026 VLDB 4.9605343e-05
12,235 Enabling Data Science for the Majority 2019 VLDB 4.9605343e-05
12,282 Sherlock: A System for Interactive Summarization of Large Text Collections 2018 VLDB 4.9605343e-05
12,338 Safe Visual Data Exploration 2017 SIGMOD 4.9605343e-05
Previous Page 1 / 1 Next

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
191 Scorpion: Explaining Away Outliers in Aggregate Queries 2013 VLDB 0.0002578784
672 A Formal Approach to Finding Explanations for Database Queries 2014 SIGMOD 0.00014903109
705 Finding Related Tables 2012 SIGMOD 0.00014626858
1,283 Fusing Data with Correlations 2014 SIGMOD 0.00011195703
4,135 Less is More: Selecting Sources Wisely for Integration 2013 VLDB 6.7717878e-05
Previous Page 1 / 1 Next

Semantically Similar Papers