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)

Paper ID: 4786
Venue: SIGMOD
Year: 2013
Pagerank: 5.6630343e-05
Overall Rank: 7,251 | 50.26%
DOI: 10.1145/2463676.2465317

Incoming Non-self Citations Over Time

Authors

1. Mikalai Tsytsarau (University of Trento)
2. Sihem Amer-Yahia (CNRS)
3. Themis Palpanas (University of Trento)

BibTeX Citation

@inproceedings{tsytsarau_sigmod13,
        title = {{Efficient Sentiment Correlation for Large-scale Demographics}},
        author = {Tsytsarau, Mikalai and Amer-Yahia, Sihem and Palpanas, Themis},
        series = {{SIGMOD} '13},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2463676.2465317},
        url = {https://dl.acm.org/doi/10.1145/2463676.2465317},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,039	Guided Exploration of User Groups	2020	VLDB	5.9990875e-05
7,136	Mining Subjective Properties on the Web	2015	SIGMOD	5.6939829e-05
11,735	Quality of Sentiment Analysis Tools: The Reasons of Inconsistency	2021	VLDB	5.093636e-05

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
668	StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time	2002	VLDB	0.00015166017
1,252	Streaming Pattern Discovery in Multiple Time-Series	2005	VLDB	0.00011483752
1,764	Fast Approximate Correlation for Massive Time-series Data	2010	SIGMOD	9.8120315e-05
2,993	MRI: Meaningful Interpretations of Collaborative Ratings	2011	VLDB	7.8804914e-05
3,391	BRAID: Stream Mining through Group Lag Correlations	2005	SIGMOD	7.4518238e-05

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