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: 10628
Venue: VLDB
Year: 2013
Pagerank: 4.6425237e-05
Overall Rank: 7,803 | 45.77%
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
8,375	From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms	2019	VLDB	4.5278191e-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	0.0019040811
39	Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud	2012	VLDB	0.00075263552
43	Models and Issues in Data Stream Systems	2002	PODS	0.00072660894
191	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00035714897
387	Graph Summarization with Bounded Error	2008	SIGMOD	0.00024682268
435	Efficient Aggregation for Graph Summarization	2008	SIGMOD	0.00023268266
723	Load Shedding in a Data Stream Manager	2003	VLDB	0.00017493042
945	Cayuga: A General Purpose Event Monitoring System	2007	CIDR	0.0001512921
969	TwitterMonitor: Trend Detection over the Twitter Stream	2010	SIGMOD	0.00014927789
2,322	Statistical Synopses for Graph-Structured XML Databases	2002	SIGMOD	9.0348397e-05
2,491	Partial Results for Online Query Processing	2002	SIGMOD	8.6497182e-05
3,572	SECRET: A Model for Analysis of the Execution Semantics of Stream Processing Systems	2010	VLDB	6.9525352e-05
6,738	Analytics for the Real-Time Web	2011	VLDB	4.9413518e-05
7,669	Extending XQuery with Window Functions	2007	VLDB	4.6784108e-05

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Overall Rank	Paper	Year	Venue	Pagerank
1,857	Real-time Targeted Influence Maximization for Online Advertisements	2015	VLDB	0.00010318371
3,226	Structural Trend Analysis for Online Social Networks	2011	VLDB	7.3460638e-05
90	A Data-Based Approach to Social Influence Maximization	2012	VLDB	0.00052018478
6,669	Influence Maximization in Real-World Closed Social Networks	2023	VLDB	4.9629357e-05
11,955	Structured Analytics in Social Media	2015	VLDB	4.1905499e-05
8,292	Community Level Diffusion Extraction	2015	SIGMOD	4.5392079e-05
12,129	Surfacing Time-critical Insights from Social Media	2012	SIGMOD	4.1905499e-05
7,903	Coarsening Massive Influence Networks for Scalable Diffusion Analysis	2017	SIGMOD	4.6170606e-05
13,518	The Flow of On-Line Information in Global Networks	2010	SIGMOD	-
13,511	Information Diffusion In Social Networks: Observing and Influencing Societal Interests	2011	VLDB	-