Top-k Publish-Subscribe for Social Annotation of News

Summary: Treats each story as a subscription for tweets relevant to its content, enabling scalable top-k pub-sub for social news annotations. Proactively maintains per-story top-k tweets with efficient matching, reducing real-time indexing costs at social-scale and enabling broader large-scale pub-sub. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10892
Venue: VLDB
Year: 2013
Pagerank: 6.8982075e-05
Overall Rank: 4,105 | 71.84%
DOI: 10.14778/2536336.2536340

Incoming Non-self Citations Over Time

Authors

1. Alexander Shraer (Google)
2. Maxim Gurevich (Google)
3. Marcus Fontoura (Google)
4. Vanja Josifovski (Google)

BibTeX Citation

@article{shraer_vldb13,
        title = {{Top-k Publish-Subscribe for Social Annotation of News}},
        author = {Shraer, Alexander and Gurevich, Maxim and Fontoura, Marcus and Josifovski, Vanja},
        journal = {PVLDB},
        series = {{VLDB} '13},
        volume = {6},
        number = {6},
        pages = {385--396},
        doi = {10.14778/2536336.2536340},
        url = {https://doi.org/10.14778/2536336.2536340},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,650	SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window	2016	VLDB	6.5863543e-05
7,992	Diversity-Aware Top-k Publish/Subscribe for Text Stream	2015	SIGMOD	5.5098908e-05
8,857	SOPS: A System for Efficient Processing of Spatial-Keyword Publish/Subscribe	2014	VLDB	5.3568072e-05
12,035	Topic Exploration in Spatio-Temporal Document Collections	2016	SIGMOD	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
5	Optimal Aggregation Algorithms for Middleware [Extended Abstract]	2001	PODS	0.0010828372
26	Models and Issues in Data Stream Systems	2002	PODS	0.00052982574
46	A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces	1998	VLDB	0.00044853085
441	Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems	2001	SIGMOD	0.00018407547
5,517	Scalable Ranked Publish/Subscribe	2008	VLDB	6.1889819e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	5,590	Microblog Entity Linking with Social Temporal Context	2015	SIGMOD
2	1,018	Dense Subgraph Maintenance under Streaming Edge Weight Updates for Real-time Story Identification	2012	VLDB
3	441	Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems	2001	SIGMOD
4	4,954	Boosting Topic-Based Publish-Subscribe Systems with Dynamic Clustering	2007	SIGMOD
5	9,085	Towards Social Data Platform: Automatic Topic-focused Monitor for Twitter Stream	2013	VLDB
6	4,650	SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window	2016	VLDB
7	8,033	TI: An Efficient Indexing Mechanism for Real-Time Search on Tweets	2011	SIGMOD
8	6,861	An Efficient Publish/Subscribe Index for E-Commerce Databases	2014	VLDB
9	5,517	Scalable Ranked Publish/Subscribe	2008	VLDB
10	7,992	Diversity-Aware Top-k Publish/Subscribe for Text Stream	2015	SIGMOD