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: 9566
Venue: VLDB
Year: 2007
Pagerank: 9.3896206e-05
Overall Rank: 2,166 | 84.94%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Nilesh Bansal
2. Nick Koudas

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
969	TwitterMonitor: Trend Detection over the Twitter Stream	2010	SIGMOD	0.00014942212
1,124	Improving the Performance of List Intersection	2009	VLDB	0.00013847565
2,374	Seeking Stable Clusters in the Blogosphere	2007	VLDB	8.9452874e-05
3,256	Multidimensional Content eXploration	2008	VLDB	7.3158557e-05
4,849	Durable Top-k Search in Document Archives	2010	SIGMOD	5.8773304e-05
6,293	Ad-Hoc Aggregations of Ranked Lists in the Presence of Hierarchies	2008	SIGMOD	5.1257071e-05
6,633	Identifying, Attributing and Describing Spatial Bursts	2010	VLDB	4.9845052e-05
6,684	Interesting-Phrase Mining for Ad-Hoc Text Analytics	2010	VLDB	4.9629004e-05
7,748	GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks	2014	VLDB	4.661103e-05
8,553	InZeit: Efficiently Identifying Insightful Time Points	2010	VLDB	4.4937074e-05
8,555	What's on the Grapevine ?	2009	SIGMOD	4.4937074e-05
12,037	STEM: A Spatio-TEmporal Miner for Bursty Activity	2013	SIGMOD	4.1945683e-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
3,267	Benchmarking Declarative Approximate Selection Predicates	2007	SIGMOD	7.3058429e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
12,353	Improved Search for Socially Annotated Data	2009	VLDB	4.1945683e-05
5,769	DataScope: Viewing Database Contents in Google Maps’ Way	2007	VLDB	5.3333819e-05
7,308	Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments	2012	VLDB	4.7672834e-05
8,555	What's on the Grapevine ?	2009	SIGMOD	4.4937074e-05
2,116	On the Spatiotemporal Burstiness of Terms	2012	VLDB	9.5180761e-05
4,105	SocialScope: Enabling Information Discovery on Social Content Sites	2009	CIDR	6.4478049e-05
7,748	GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks	2014	VLDB	4.661103e-05
12,183	EnBlogue – Emergent Topic Detection in Web 2.0 Streams	2011	SIGMOD	4.1945683e-05
6,633	Identifying, Attributing and Describing Spatial Bursts	2010	VLDB	4.9845052e-05
2,374	Seeking Stable Clusters in the Blogosphere	2007	VLDB	8.9452874e-05