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Classification of social network sites based on network indexes and communication patterns
Published on Aug 04, 20115877 Views
We analyzed data for a large number of small social network services (SNSs) and classified them in terms of their structures and communication patterns. Using this classification, we analyzed their
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Chapter list
Classification of Social Network Sites based on Network Indexes and Communication Patterns00:00
Background00:42
Summary 01:28
Why small SNS?01:57
From view point of Network02:39
Social Network Data02:45
Features of Analyzed SNS03:46
Structures of SNSs04:19
Characteristics Parameters of Network04:45
Network Indexes05:54
Classification of SNSs by Clustering approach07:42
K-Means07:58
Four types of SNS08:18
Feature of C108:38
Feature of C208:59
Feature of C310:01
Feature of C410:49
Four types of SNS11:13
From view point of Communication11:22
Summary11:29
Aggrigation Ratio (A)12:15
Coverage Ratio (C)12:49
Communication Patterns13:27
Social Network Data14:45
Cross table of Network and Communication classification14:59
Effect of Communication Pattern on Activation of User Behavior15:38
Contributions of Degree17:09
An index of degree contribution (Dc)17:25
Correlation between Dc and Communication indexes17:50
In the parity friend network18:23
In the inclusive friend network19:06
Conclusion - 119:35
Conclusion - 219:51
Future Works20:15
Thank you20:37