Perseus: An Interactive Large-Scale Graph Mining and Visualization Tool
Summary: Perseus is an interactive, large-scale graph mining/visualization system that uses Hadoop for offline extraction of invariants (degree, PageRank, eigenvectors) and distributions. It reveals a node’s neighborhood to guide exploration of normal and anomalous behavior in multi-million-edge networks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Danai Koutra
- 2. Di Jin
- 3. Yuanchi Ning
- 4. Christos Faloutsos
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,775 | Graph Querying Meets HCI: State of the Art and Future Directions | 2017 | SIGMOD | 4.653773e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,798 | Ringo: Interactive Graph Analytics on Big-Memory Machines | 2015 | SIGMOD | 5.9121709e-05 |
| 738 | Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis | 2013 | VLDB | 0.00017435236 |
| 9,863 | Large Scale Graph Mining with G-Miner | 2019 | SIGMOD | 4.2682525e-05 |
| 11,516 | RealGraphWeb: A Graph Analysis Platform on the Web | 2021 | VLDB | 4.1945683e-05 |
| 11,783 | Graph Data Mining with Arabesque | 2017 | SIGMOD | 4.1945683e-05 |
| 9,887 | Graph Exploration: From Users to Large Graphs | 2017 | SIGMOD | 4.2621158e-05 |
| 11,736 | Declarative and distributed graph analytics with GRADOOP | 2018 | VLDB | 4.1945683e-05 |
| 13,457 | Managing and Mining Large Graphs: Patterns and Algorithms | 2012 | SIGMOD | - |
| 7,325 | Periscope/GQ: A Graph Querying Toolkit | 2008 | VLDB | 4.7616954e-05 |
| 13,461 | OPAvion: Mining and Visualization in Large Graphs | 2012 | SIGMOD | - |