On Uncertain Graphs Modeling and Queries
Summary: Tutorial survey of uncertain (probabilistic) graphs for data management: sources, modeling, applications. Covers #P-hardness of core queries and advances in graph queries (pattern matching, diffusion, influence), with challenges and future directions. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Arijit Khan
- 2. Lei Chen
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,622 | Efficient and Effective Algorithms for Clustering Uncertain Graphs | 2019 | VLDB | 6.9021704e-05 |
| 4,158 | Butterfly Counting on Uncertain Bipartite Graphs | 2022 | VLDB | 6.3898204e-05 |
| 6,165 | An In-Depth Comparison of s-t Reliability Algorithms over Uncertain Graphs | 2019 | VLDB | 5.1731827e-05 |
| 7,777 | Graph Querying Meets HCI: State of the Art and Future Directions | 2017 | SIGMOD | 4.6493104e-05 |
| 9,135 | Sage: A System for Uncertain Network Analysis | 2022 | VLDB | 4.3846727e-05 |
| 9,523 | ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs | 2020 | VLDB | 4.3273374e-05 |
| 9,796 | uBlade: Efficient Batch Processing for Uncertain Graph Queries | 2024 | SIGMOD | 4.2777144e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 62 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.00064239035 |
| 265 | CrowdER: Crowdsourcing Entity Resolution | 2012 | VLDB | 0.00029904018 |
| 1,159 | k-Nearest Neighbors in Uncertain Graphs | 2010 | VLDB | 0.00013584223 |
| 1,448 | Distance-Constraint Reachability Computation in Uncertain Graphs | 2011 | VLDB | 0.00011928845 |
| 3,106 | Injecting Uncertainty in Graphs for Identity Obfuscation | 2012 | VLDB | 7.5550946e-05 |
| 3,873 | Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases | 2012 | VLDB | 6.673504e-05 |
| 4,165 | The Pursuit of a Good Possible World: Extracting Representative Instances of Uncertain Graphs | 2014 | SIGMOD | 6.3843974e-05 |
| 4,959 | Efficient Subgraph Search over Large Uncertain Graphs | 2011 | VLDB | 5.7992713e-05 |
| 6,223 | Cloud-based RDF Data Management | 2014 | SIGMOD | 5.1439129e-05 |
| 8,762 | Efficient Query Answering in Probabilistic RDF Graphs | 2011 | SIGMOD | 4.4520434e-05 |
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