Title | ||
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Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs. |
Abstract | ||
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Uncertain graph models are widely used in real-world applications such as knowledge graphs and social networks. To capture the uncertainty, each edge in an uncertain graph is associated with an existential probability that signifies the likelihood of the existence of the edge. One notable issue of querying uncertain graphs is that the results are sometimes uninformative because of the edge uncerta... |
Year | DOI | Venue |
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2018 | 10.1109/TKDE.2017.2684166 | IEEE Transactions on Knowledge and Data Engineering |
Keywords | DocType | Volume |
Cleaning,Probabilistic logic,Uncertainty,Databases,Crowdsourcing,Data models,Knowledge engineering | Conference | 29 |
Issue | ISSN | Citations |
7 | 1041-4347 | 4 |
PageRank | References | Authors |
0.39 | 32 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Xin Lin | 1 | 49 | 4.32 |
Yun Peng | 2 | 33 | 3.21 |
Byron Choi | 3 | 554 | 45.50 |
Jianliang Xu | 4 | 2743 | 168.17 |