Efficient Sentiment Correlation for Large-scale Demographics
Summary: Scalable sentiment indexing and aggregation for demographic groups across time using online incremental structures across granularities. Efficient correlations via demographic pruning and top-k compression, with both synthetic and real-data experiments. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,472 | Guided Exploration of User Groups | 2020 | VLDB | 5.4888146e-05 |
| 7,012 | Mining Subjective Properties on the Web | 2015 | SIGMOD | 4.8626409e-05 |
| 11,538 | Quality of Sentiment Analysis Tools: The Reasons of Inconsistency | 2021 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 785 | StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time | 2002 | VLDB | 0.00016664156 |
| 1,346 | Streaming Pattern Discovery in Multiple Time-Series | 2005 | VLDB | 0.00012466288 |
| 1,786 | Fast Approximate Correlation for Massive Time-series Data | 2010 | SIGMOD | 0.00010558719 |
| 2,852 | MRI: Meaningful Interpretations of Collaborative Ratings | 2011 | VLDB | 8.0151391e-05 |
| 3,519 | BRAID: Stream Mining through Group Lag Correlations | 2005 | SIGMOD | 7.0137199e-05 |
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