Quantifying Social Network Dynamics

📝 Original Info

• Title: Quantifying Social Network Dynamics
• ArXiv ID: 1303.5009
• Date: 2013-03-21
• Authors: Researchers from original ArXiv paper

📝 Abstract

The dynamic character of most social networks requires to model evolution of networks in order to enable complex analysis of theirs dynamics. The following paper focuses on the definition of differences between network snapshots by means of Graph Differential Tuple. These differences enable to calculate the diverse distance measures as well as to investigate the speed of changes. Four separate measures are suggested in the paper with experimental study on real social network data.

💡 Deep Analysis

Deep Dive into Quantifying Social Network Dynamics.

The dynamic character of most social networks requires to model evolution of networks in order to enable complex analysis of theirs dynamics. The following paper focuses on the definition of differences between network snapshots by means of Graph Differential Tuple. These differences enable to calculate the diverse distance measures as well as to investigate the speed of changes. Four separate measures are suggested in the paper with experimental study on real social network data.

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Reference