A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System
Summary: Sya is a spatial probabilistic KB builder extending DeepDive to leverage spatial relations during extraction. Demo on a crime KB shows the workflow and a clear advantage over DeepDive with a spatial language, spatial SQL, and probabilistic inference. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Ibrahim Sabek
- 2. Mashaal Musleh
- 3. Mohamed F. Mokbel
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,606 | Machine Learning Meets Big Spatial Data | 2019 | VLDB | 5.4600782e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 63 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.00039278196 |
| 589 | Incremental Knowledge Base Construction Using DeepDive | 2015 | VLDB | 0.00016077388 |
| 2,609 | Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches | 2013 | SIGMOD | 8.4170156e-05 |
| 2,952 | Knowledge Expansion over Probabilistic Knowledge Bases | 2014 | SIGMOD | 7.9765208e-05 |
| 3,612 | Efficient Processing of Window Queries in The Pyramid Data Structure | 1990 | PODS | 7.3244314e-05 |
| 3,915 | Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers | 2013 | SIGMOD | 7.0850763e-05 |
| 6,771 | GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages | 2013 | SIGMOD | 5.8354901e-05 |
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