From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms
Summary: Multi-modal anomaly detection for rumour detection in streaming social data, combining entity and relation signals. Graph-based scan raises local anomalies to network-level rumours; incremental streaming methods demonstrated on 4M tweets with 1k+ rumours. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Nguyen Thanh Tam
- 2. Matthias Weidlich
- 3. Bolong Zheng
- 4. Hongzhi Yin
- 5. Nguyen Quoc Viet Hung
- 6. Bela Stantic
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,157 | TOD: GPU-accelerated Outlier Detection via Tensor Operations | 2023 | VLDB | 4.5730908e-05 |
| 10,135 | ABFlow: Alert Bursting Flow Query in Streaming Temporal Flow Networks | 2026 | SIGMOD | 4.1945683e-05 |
| 10,670 | X-Blossom: Massive Parallelization of Graph Maximum Matching | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,484 | Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes | 2012 | VLDB | 7.0524417e-05 |
| 4,728 | OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks | 2017 | VLDB | 5.968586e-05 |
| 7,029 | Computational Fact Checking: A Content Management Perspective | 2018 | VLDB | 4.8563777e-05 |
| 7,648 | User Guidance for Efficient Fact Checking | 2019 | VLDB | 4.6889787e-05 |
| 7,801 | Realtime Analysis of Information Diffusion in Social Media | 2013 | VLDB | 4.6469803e-05 |
| 7,802 | SocialSpamGuard: A Data Mining-Based Spam Detection System for Social Media Networks | 2011 | VLDB | 4.6469803e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,920 | Continuous Outlier Detection in Data Streams: An Extensible Framework and State-Of-The-Art Algorithms | 2013 | SIGMOD | 6.6309693e-05 |
| 12,121 | Surfacing Time-critical Insights from Social Media | 2012 | SIGMOD | 4.1945683e-05 |
| 4,154 | Robust and Transferable Log-based Anomaly Detection | 2023 | SIGMOD | 6.4032498e-05 |
| 2,228 | Real-Time Twitter Recommendation: Online Motif Detection in Large Dynamic Graphs | 2014 | VLDB | 9.2385241e-05 |
| 3,220 | Structural Trend Analysis for Online Social Networks | 2011 | VLDB | 7.3531514e-05 |
| 969 | TwitterMonitor: Trend Detection over the Twitter Stream | 2010 | SIGMOD | 0.00014942212 |
| 5,984 | Streaming Anomaly Detection Using Randomized Matrix Sketching | 2016 | VLDB | 5.244512e-05 |
| 11,947 | Structured Analytics in Social Media | 2015 | VLDB | 4.1945683e-05 |
| 11,851 | Graph Summarization for Geo-correlated Trends Detection in Social Networks | 2016 | SIGMOD | 4.1945683e-05 |
| 8,929 | Towards Social Data Platform: Automatic Topic-focused Monitor for Twitter Stream | 2013 | VLDB | 4.427232e-05 |