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)
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 |
|---|---|---|---|---|
| 4,745 | SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window | 2016 | VLDB | 6.4385742e-05 |
| 8,162 | Diversity-Aware Top-k Publish/Subscribe for Text Stream | 2015 | SIGMOD | 5.3862637e-05 |
| 9,017 | SOPS: A System for Efficient Processing of Spatial-Keyword Publish/Subscribe | 2014 | VLDB | 5.2366148e-05 |
| 12,330 | Topic Exploration in Spatio-Temporal Document Collections | 2016 | SIGMOD | 4.9793485e-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 |
|---|---|---|---|---|
| 5 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0010679641 |
| 26 | Models and Issues in Data Stream Systems | 2002 | PODS | 0.00052121228 |
| 45 | A Quantitative Analysis and Performance Study for Similarity-Search Methods in High-Dimensional Spaces | 1998 | VLDB | 0.0004503446 |
| 451 | Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems | 2001 | SIGMOD | 0.00018025073 |
| 5,655 | Scalable Ranked Publish/Subscribe | 2008 | VLDB | 6.0501178e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,717 | Microblog Entity Linking with Social Temporal Context | 2015 | SIGMOD |
| 2 | 988 | Dense Subgraph Maintenance under Streaming Edge Weight Updates for Real-time Story Identification | 2012 | VLDB |
| 3 | 451 | Filtering Algorithms and Implementation for Very Fast Publish/Subscribe Systems | 2001 | SIGMOD |
| 4 | 5,079 | Boosting Topic-Based Publish-Subscribe Systems with Dynamic Clustering | 2007 | SIGMOD |
| 5 | 9,259 | Towards Social Data Platform: Automatic Topic-focused Monitor for Twitter Stream | 2013 | VLDB |
| 6 | 4,745 | SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window | 2016 | VLDB |
| 7 | 8,192 | TI: An Efficient Indexing Mechanism for Real-Time Search on Tweets | 2011 | SIGMOD |
| 8 | 7,007 | An Efficient Publish/Subscribe Index for E-Commerce Databases | 2014 | VLDB |
| 9 | 5,655 | Scalable Ranked Publish/Subscribe | 2008 | VLDB |
| 10 | 8,162 | Diversity-Aware Top-k Publish/Subscribe for Text Stream | 2015 | SIGMOD |