Realtime Analysis of Information Diffusion in Social Media

Summary: Real-time methods for analyzing information diffusion in large-scale social networks. Focus on structural, sociological and temporal diffusion; scalability beyond conventional data-intensive systems; cost-quality tradeoffs between full and partial data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10627
Venue: VLDB
Year: 2013
Pagerank: 4.6469803e-05
Overall Rank: 7,801 | 45.74%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Io Taxidou

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,376	From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms	2019	VLDB	4.5321619e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
4	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0019005923
37	Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud	2012	VLDB	0.0007522744
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072723062
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035738595
388	Graph Summarization with Bounded Error	2008	SIGMOD	0.00024662272
435	Efficient Aggregation for Graph Summarization	2008	SIGMOD	0.00023260172
726	Load Shedding in a Data Stream Manager	2003	VLDB	0.00017511209
944	Cayuga: A General Purpose Event Monitoring System	2007	CIDR	0.00015141297
969	TwitterMonitor: Trend Detection over the Twitter Stream	2010	SIGMOD	0.00014942212
2,316	Statistical Synopses for Graph-Structured XML Databases	2002	SIGMOD	9.0419716e-05
2,492	Partial Results for Online Query Processing	2002	SIGMOD	8.6526489e-05
3,568	SECRET: A Model for Analysis of the Execution Semantics of Stream Processing Systems	2010	VLDB	6.9619076e-05
6,734	Analytics for the Real-Time Web	2011	VLDB	4.9461128e-05
7,670	Extending XQuery with Window Functions	2007	VLDB	4.682982e-05

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1,850	Real-time Targeted Influence Maximization for Online Advertisements	2015	VLDB	0.00010328335
3,220	Structural Trend Analysis for Online Social Networks	2011	VLDB	7.3531514e-05
90	A Data-Based Approach to Social Influence Maximization	2012	VLDB	0.00052068982
6,669	Influence Maximization in Real-World Closed Social Networks	2023	VLDB	4.9677027e-05
11,947	Structured Analytics in Social Media	2015	VLDB	4.1945683e-05
8,298	Community Level Diffusion Extraction	2015	SIGMOD	4.5435639e-05
12,121	Surfacing Time-critical Insights from Social Media	2012	SIGMOD	4.1945683e-05
7,904	Coarsening Massive Influence Networks for Scalable Diffusion Analysis	2017	SIGMOD	4.6214923e-05
13,505	The Flow of On-Line Information in Global Networks	2010	SIGMOD	-
13,498	Information Diffusion In Social Networks: Observing and Influencing Societal Interests	2011	VLDB	-