Realtime Analysis of Information Diffusion in Social Media

Summary: A real-time framework for analyzing information diffusion over massive social graphs, combining structural, sociological, and temporal views. It uniquely evaluates scalable analyses under complete versus partially missing data, quantifying trade-offs between result quality and cost. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 10815
Venue: VLDB
Year: 2013
Pagerank: 5.4837975e-05
Overall Rank: 8,117 | 44.32%
DOI: 10.14778/2536274.2536328

Incoming Non-self Citations Over Time

Authors

1. Io Taxidou (University of Freiburg)

BibTeX Citation

@article{taxidou_vldb13,
        title = {{Realtime Analysis of Information Diffusion in Social Media}},
        author = {Taxidou, Io},
        journal = {PVLDB},
        series = {{VLDB} '13},
        volume = {6},
        number = {12},
        pages = {1416},
        doi = {10.14778/2536274.2536328},
        url = {https://doi.org/10.14778/2536274.2536328},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,227	From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms	2019	VLDB	5.4622609e-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
3	Pregel: A System for Large-Scale Graph Processing	2010	SIGMOD	0.0012250108
20	Distributed GraphLab: A Framework for Machine Learning and Data Mining in the Cloud	2012	VLDB	0.00056944564
26	Models and Issues in Data Stream Systems	2002	PODS	0.00052982574
127	The Design of the Borealis Stream Processing Engine	2005	CIDR	0.00030738755
486	Efficient Aggregation for Graph Summarization	2008	SIGMOD	0.00017692185
548	Graph Summarization with Bounded Error	2008	SIGMOD	0.00016694936
671	Load Shedding in a Data Stream Manager	2003	VLDB	0.00015154516
732	Cayuga: A General Purpose Event Monitoring System	2007	CIDR	0.00014536846
1,439	TwitterMonitor: Trend Detection over the Twitter Stream	2010	SIGMOD	0.00010778916
2,280	Partial Results for Online Query Processing	2002	SIGMOD	8.8129961e-05
2,326	Statistical Synopses for Graph-Structured XML Databases	2002	SIGMOD	8.748172e-05
3,242	SECRET: A Model for Analysis of the Execution Semantics of Stream Processing Systems	2010	VLDB	7.6053312e-05
7,010	Analytics for the Real-Time Web	2011	VLDB	5.7265965e-05
7,577	Extending XQuery with Window Functions	2007	VLDB	5.5927837e-05

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2	4,855	Structural Trend Analysis for Online Social Networks	2011	VLDB
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4	12,145	Structured Analytics in Social Media	2015	VLDB
5	6,415	Influence Maximization in Real-World Closed Social Networks	2023	VLDB
6	8,533	Community Level Diffusion Extraction	2015	SIGMOD
7	12,318	Surfacing Time-critical Insights from Social Media	2012	SIGMOD
8	7,963	Coarsening Massive Influence Networks for Scalable Diffusion Analysis	2017	SIGMOD
9	13,704	The Flow of On-Line Information in Global Networks	2010	SIGMOD
10	13,697	Information Diffusion In Social Networks: Observing and Influencing Societal Interests	2011	VLDB