TwitterMonitor: Trend Detection over the Twitter Stream

Summary: Real-time trend detection over a high-velocity Twitter stream identifies emerging topics and provides analytics that synthesize concise descriptions. Unique aspects include interactive trend ranking and user-submitted topic descriptions, with a streaming-analytics architecture demonstrated in a live scenario. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4337
Venue: SIGMOD
Year: 2010
Pagerank: 0.00014942212
Overall Rank: 969 | 93.27%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Michael Mathioudakis
2. Nick Koudas

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,029	Dense Subgraph Maintenance under Streaming Edge Weight Updates for Real-time Story Identification	2012	VLDB	0.00014582849
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
7,748	GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks	2014	VLDB	4.661103e-05
7,801	Realtime Analysis of Information Diffusion in Social Media	2013	VLDB	4.6469803e-05
8,929	Towards Social Data Platform: Automatic Topic-focused Monitor for Twitter Stream	2013	VLDB	4.427232e-05
9,350	Tracking Set Correlations at Large Scale	2014	SIGMOD	4.3525655e-05
11,834	Topic Exploration in Spatio-Temporal Document Collections	2016	SIGMOD	4.1945683e-05
11,951	Tracking the Conductance of Rapidly Evolving Topic-Subgraphs	2015	VLDB	4.1945683e-05
11,977	Aggregate Estimation Over a Microblog Platform	2014	SIGMOD	4.1945683e-05
12,121	Surfacing Time-critical Insights from Social Media	2012	SIGMOD	4.1945683e-05
12,183	EnBlogue – Emergent Topic Detection in Web 2.0 Streams	2011	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
2,166	BlogScope: A System for Online Analysis of High Volume Text Streams	2007	VLDB	9.3896206e-05
8,555	What's on the Grapevine ?	2009	SIGMOD	4.4937074e-05

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2,423	EvenTweet: Online Localized Event Detection from Twitter	2013	VLDB	8.8490502e-05
11,851	Graph Summarization for Geo-correlated Trends Detection in Social Networks	2016	SIGMOD	4.1945683e-05
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