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
- 5272
- Venue
- SIGMOD
- Year
- 2016
- Pagerank
- 9.536298e-05
- Overall Rank
- 2,104 | 85.37%
- DOI
-
10.1145/2882903.2915245
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 14 of 14 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,350 |
Northstar: An Interactive Data Science System |
2018 |
VLDB |
0.00012431059 |
| 1,993 |
Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning |
2020 |
SIGMOD |
9.8453334e-05 |
| 2,132 |
Towards Sustainable Insights or why polygamy is bad for you |
2017 |
CIDR |
9.4770432e-05 |
| 4,540 |
Automating Exploratory Data Analysis via Machine Learning: An Overview |
2020 |
SIGMOD |
6.1033443e-05 |
| 5,514 |
GPU Rasterization for Real-Time Spatial Aggregation over Arbitrary Polygons |
2018 |
VLDB |
5.4638186e-05 |
| 6,160 |
A Demonstration of Interactive Analysis of Performance Measurements with Viska |
2017 |
SIGMOD |
5.1758344e-05 |
| 6,944 |
DataPrism: Exposing Disconnect between Data and Systems |
2022 |
SIGMOD |
4.8912787e-05 |
| 7,312 |
Querying and Exploring Polygamous Relationships in Urban Spatio-Temporal Data Sets |
2017 |
SIGMOD |
4.7653242e-05 |
| 8,341 |
BugDoc: Algorithms to Debug Computational Processes |
2020 |
SIGMOD |
4.5433282e-05 |
| 8,618 |
Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data |
2024 |
SIGMOD |
4.4838259e-05 |
| 9,773 |
EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data |
2021 |
SIGMOD |
4.2856106e-05 |
| 11,691 |
Enabling Data Science for the Majority |
2019 |
VLDB |
4.1945683e-05 |
| 11,729 |
Sherlock: A System for Interactive Summarization of Large Text Collections |
2018 |
VLDB |
4.1945683e-05 |
| 11,786 |
Safe Visual Data Exploration |
2017 |
SIGMOD |
4.1945683e-05 |
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.
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 12,947 |
Aggregate Evaluability In Statistical Databases |
1989 |
VLDB |
4.1945683e-05 |
| 10,081 |
From Suspicious Errors to Valid Data: On Repairing Spatio-Temporal Data via Spatial and Temporal Dependencies |
2026 |
SIGMOD |
4.1945683e-05 |
| 4,294 |
Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane |
2018 |
SIGMOD |
6.2885419e-05 |
| 8,918 |
Time-Topology Analysis |
2021 |
VLDB |
4.427232e-05 |
| 8,618 |
Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data |
2024 |
SIGMOD |
4.4838259e-05 |
| 10,593 |
Scalable Pre-Training of Compact Urban Spatio-Temporal Predictive Models on Large-Scale Multi-Domain Data |
2025 |
VLDB |
4.1945683e-05 |
| 9,663 |
Multiscale Histograms: Summarizing Topological Relations in Large Spatial Datasets |
2003 |
VLDB |
4.3089103e-05 |
| 5,529 |
Data-Driven Domain Discovery for Structured Datasets |
2020 |
VLDB |
5.4566641e-05 |
| 8,906 |
Mining Geospatial Relationships from Text |
2023 |
SIGMOD |
4.427232e-05 |
| 7,312 |
Querying and Exploring Polygamous Relationships in Urban Spatio-Temporal Data Sets |
2017 |
SIGMOD |
4.7653242e-05 |