Persistent Homology Combined with Machine Learning for Social Network Activity Analysis

Persistent Homology Combined with Machine Learning for Social Network Activity Analysis

Currently, the rapid development of social media enables people to communicate more and more frequently in the network. Classifying user activities in social networks helps to better understand user behavior in social networks. This paper first creates an ego network for each user, encodes the highe...

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Bibliographic Details
Main Authors: Zhijian Zhang, Yuqing Sun, Yayun Liu, Lin Jiang, Zhengmi Li
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Entropy
Subjects:
social networks
persistent homology
machine learning
persistent entropy
clustering
Online Access:https://www.mdpi.com/1099-4300/27/1/19
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