## Temporal Graphs for Dynamic Network Analysis

author: Mirco Musolesi, School of Computer Science, University of Birmingham
published: July 4, 2012,   recorded: May 2012,   views: 99
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# Slides

0:00 Slides Temporal Graphs for Dynamic Network Analysis Example of a Static Network Example of a Dynamic Network Example of Social Networks Example of an Epidemics Network Problem An Example of Temporal Graph ...and the Corresponding Static Graph INFOCOM Dataset (1) INFOCOM Dataset (2) Calculating the Temporal Distance Calculating the Temporal Distance (t = 1) Calculating the Temporal Distance (t = 2) Calculating the Temporal Distance (t = 3) Calculating the Temporal Distance (t = 4) What about the Static Distance? What about the Symmetric Distance (F to A)? Calculating the Inverse Temporal Distance (t = 1) Calculating the Inverse Temporal Distance (t = 2) Calculating the Inverse Temporal Distance (t = 3) Calculating the Inverse Temporal Distance (t = 4) Characteristic Temporal Path Length (1) Characteristic Temporal Path Length (2) Impact of the Horizon Parameter (F -> A, h = 1) Impact of the Horizon Parameter (F -> A, h = 2) Characteristic Temporal Path Length (3) Temporal Efficiency Centrality Metrics Degree Static Closeness Centrality Static Betweenness Centrality Temporal Centrality Measures Temporal Closeness (1) Temporal Closeness (2) Temporal Betweenness (1) Temporal Betweenness (2) Temporal Betweenness (3) Temporal Betweenness (4) Evaluating Centrality Evaluating Centrality: Enron in the News Scandals (1) Scandals (2) Scandals (3) Public Investigation Email Exchanges to Temporal Graph Semantics (1) Semantics (2) Small-World Behaviour in Time-Varying Networks What´s Next? Questions?

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