Diversity-Aware Top-k Publish/Subscribe for Text Stream

Summary: Diversity-Aware Top-k Subscription (DAS) maintains k up-to-date documents per query, balancing relevance, recency, and diversity in a text-stream. Scalable DAS processing for many queries yields 60–75% speedups over baselines on real data, with validated diversity benefits. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5130
Venue: SIGMOD
Year: 2015
Pagerank: 5.5098908e-05
Overall Rank: 7,992 | 45.17%
DOI: 10.1145/2723372.2749451

Incoming Non-self Citations Over Time

Authors

1. Lisi Chen (Nanyang Technological University)
2. Gao Cong (Nanyang Technological University)

BibTeX Citation

@inproceedings{chen_sigmod15,
        title = {{Diversity-Aware Top-k Publish/Subscribe for Text Stream}},
        author = {Chen, Lisi and Cong, Gao},
        series = {{SIGMOD} '15},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2723372.2749451},
        url = {https://dl.acm.org/doi/10.1145/2723372.2749451},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,548	Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory	2024	SIGMOD	5.6021153e-05
8,734	Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams	2023	SIGMOD	5.3766157e-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
1,153	Efficient Diversity-Aware Search	2011	SIGMOD	0.0001193423
1,807	DisC Diversity: Result Diversification based on Dissimilarity and Coverage	2013	VLDB	9.7054469e-05
1,908	Max-Sum Diversification, Monotone Submodular Functions and Dynamic Updates	2012	PODS	9.5010932e-05
2,259	Top-k Bounded Diversification	2012	SIGMOD	8.8529269e-05
4,105	Top-k Publish-Subscribe for Social Annotation of News	2013	VLDB	6.8982075e-05

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