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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
8.9480694e-05
Overall Rank
2,153 | 85.53%
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
1,409 Northstar: An Interactive Data Science System 2018 VLDB 0.00010743451
2,048 Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning 2020 SIGMOD 9.1229916e-05
2,838 Towards Sustainable Insights or why polygamy is bad for you 2017 CIDR 7.9527257e-05
4,497 Automating Exploratory Data Analysis via Machine Learning: An Overview 2020 SIGMOD 6.5763072e-05
5,467 GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons 2018 VLDB 6.119722e-05
6,051 A Demonstration of Interactive Analysis of Performance Measurements with Viska 2017 SIGMOD 5.9029287e-05
6,491 Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data 2024 SIGMOD 5.7674551e-05
7,183 DataPrism: Exposing Disconnect between Data and Systems 2022 SIGMOD 5.5917354e-05
7,626 BugDoc: Algorithms to Debug Computational Processes 2020 SIGMOD 5.4814815e-05
7,937 Querying and Exploring Polygamous Relationships in Urban Spatio-Temporal Data Sets 2017 SIGMOD 5.4224212e-05
10,111 EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data 2021 SIGMOD 5.0789354e-05
10,855 PipeLens: Identifying Interventions for Resolving Malfunctioning Data Science Pipelines 2026 VLDB 4.9793485e-05
10,894 MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery 2026 VLDB 4.9793485e-05
12,186 Enabling Data Science for the Majority 2019 VLDB 4.9793485e-05
12,233 Sherlock: A System for Interactive Summarization of Large Text Collections 2018 VLDB 4.9793485e-05
12,289 Safe Visual Data Exploration 2017 SIGMOD 4.9793485e-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
189 Scorpion: Explaining Away Outliers in Aggregate Queries 2013 VLDB 0.00025840026
670 A Formal Approach to Finding Explanations for Database Queries 2014 SIGMOD 0.00014954494
717 Finding Related Tables 2012 SIGMOD 0.00014532116
1,284 Fusing Data with Correlations 2014 SIGMOD 0.00011202115
4,115 Less is More: Selecting Sources Wisely for Integration 2013 VLDB 6.7966028e-05
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