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)

Paper ID: 11114
Venue: VLDB
Year: 2015
Pagerank: 5.0837624e-05
Overall Rank: 6,393 | 55.53%
DOI: -

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
3,636	Efficient and Effective Algorithms for Clustering Uncertain Graphs	2019	VLDB	6.8976555e-05
4,171	Butterfly Counting on Uncertain Bipartite Graphs	2022	VLDB	6.3879236e-05
6,172	An In-Depth Comparison of s-t Reliability Algorithms over Uncertain Graphs	2019	VLDB	5.170101e-05
7,775	Graph Querying Meets HCI: State of the Art and Future Directions	2017	SIGMOD	4.653773e-05
9,135	Sage: A System for Uncertain Network Analysis	2022	VLDB	4.3888791e-05
9,580	ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs	2020	VLDB	4.3234342e-05
9,793	uBlade: Efficient Batch Processing for Uncertain Graph Queries	2024	SIGMOD	4.2818172e-05

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	0.0006429466
263	CrowdER: Crowdsourcing Entity Resolution	2012	VLDB	0.00029862413
1,162	k-Nearest Neighbors in Uncertain Graphs	2010	VLDB	0.0001358105
1,450	Distance-Constraint Reachability Computation in Uncertain Graphs	2011	VLDB	0.00011925844
3,101	Injecting Uncertainty in Graphs for Identity Obfuscation	2012	VLDB	7.5598015e-05
3,873	Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases	2012	VLDB	6.6779082e-05
4,179	The Pursuit of a Good Possible World: Extracting Representative Instances of Uncertain Graphs	2014	SIGMOD	6.3800553e-05
4,958	Efficient Subgraph Search over Large Uncertain Graphs	2011	VLDB	5.8031038e-05
6,226	Cloud-based RDF Data Management	2014	SIGMOD	5.1476331e-05
8,765	Efficient Query Answering in Probabilistic RDF Graphs	2011	SIGMOD	4.456315e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
12,311	Large-Scale Uncertainty Management Systems: Learning and Exploiting Your Data (Tutorial Summary)	2009	SIGMOD	4.1945683e-05
3,873	Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases	2012	VLDB	6.6779082e-05
7,941	Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds	2021	SIGMOD	4.613363e-05
4,958	Efficient Subgraph Search over Large Uncertain Graphs	2011	VLDB	5.8031038e-05
1,162	k-Nearest Neighbors in Uncertain Graphs	2010	VLDB	0.0001358105
8,087	Similarity Search and Mining in Uncertain Databases	2010	VLDB	4.5899317e-05
4,179	The Pursuit of a Good Possible World: Extracting Representative Instances of Uncertain Graphs	2014	SIGMOD	6.3800553e-05
6,172	An In-Depth Comparison of s-t Reliability Algorithms over Uncertain Graphs	2019	VLDB	5.170101e-05
6,545	Clustering Uncertain Graphs	2018	VLDB	5.0193115e-05
12,378	Query Answering Techniques on Uncertain and Probabilistic Data	2008	SIGMOD	4.1945683e-05