BlogScope: A System for Online Analysis of High Volume Text Streams

Summary: Online analysis of high-volume streaming text (BlogScope) with spatio-temporal blog analytics and burst navigation. Scales to 10M+ blogs and hundreds of thousands of updates/day; adds keyword correlations, burst synopsis, and improved ranking for relevant results. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9757
Venue: VLDB
Year: 2007
Pagerank: 8.2340288e-05
Overall Rank: 2,703 | 81.46%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Nilesh Bansal (University of Toronto)
2. Nick Koudas (University of Toronto)

BibTeX Citation

@article{bansal_vldb07,
        title = {{BlogScope: A System for Online Analysis of High Volume Text Streams}},
        author = {Bansal, Nilesh and Koudas, Nick},
        journal = {PVLDB},
        series = {{VLDB} '07},
        pages = {1410},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,439	TwitterMonitor: Trend Detection over the Twitter Stream	2010	SIGMOD	0.00010778916
1,717	Improving the Performance of List Intersection	2009	VLDB	9.9327227e-05
2,833	Seeking Stable Clusters in the Blogosphere	2007	VLDB	8.0782625e-05
3,467	Multidimensional Content eXploration	2008	VLDB	7.3898968e-05
4,765	Durable Top-k Search in Document Archives	2010	SIGMOD	6.5186944e-05
6,175	Ad-Hoc Aggregations of Ranked Lists in the Presence of Hierarchies	2008	SIGMOD	5.9508648e-05
7,333	Interesting-Phrase Mining for Ad-Hoc Text Analytics	2010	VLDB	5.6430503e-05
7,751	GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks	2014	VLDB	5.552233e-05
7,834	Identifying, Attributing and Describing Spatial Bursts	2010	VLDB	5.535728e-05
8,756	InZeit: Efficiently Identifying Insightful Time Points	2010	VLDB	5.3766157e-05
8,758	What's on the Grapevine ?	2009	SIGMOD	5.3766157e-05
12,235	STEM: A Spatio-TEmporal Miner for Bursty Activity	2013	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
3,356	Benchmarking Declarative Approximate Selection Predicates	2007	SIGMOD	7.490881e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	12,546	Improved Search for Socially Annotated Data	2009	VLDB
2	5,774	DataScope: Viewing Database Contents in Google Maps' Way	2007	VLDB
3	7,277	Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments	2012	VLDB
4	8,758	What's on the Grapevine ?	2009	SIGMOD
5	3,852	On the Spatiotemporal Burstiness of Terms	2012	VLDB
6	4,350	SocialScope: Enabling Information Discovery on Social Content Sites	2009	CIDR
7	7,751	GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks	2014	VLDB
8	12,378	EnBlogue – Emergent Topic Detection in Web 2.0 Streams	2011	SIGMOD
9	7,834	Identifying, Attributing and Describing Spatial Bursts	2010	VLDB
10	2,833	Seeking Stable Clusters in the Blogosphere	2007	VLDB