Using Deep Learning for Community Discovery in Social Networks

2017 ◽  
Author(s):  
Di Jin ◽  
Meng Ge ◽  
Zhixuan Li ◽  
Wenhuan Lu ◽  
Dongxiao He ◽  
...  
Keyword(s):  
Social Networks ◽  
Deep Learning ◽  
Community Discovery

Evolutionary Community Discovery in Dynamic Social Networks via Resistance Distance

2020 ◽  
pp. 114536
Author(s):  
Weimin Li ◽  
Heng Zhu ◽  
Shaohua Li ◽  
Hao Wang ◽  
Hongning Dai ◽  
...  
Keyword(s):  
Social Networks ◽  
Resistance Distance ◽  
Community Discovery ◽  
Dynamic Social Networks

scholarly journals DeepOSN: Bringing deep learning as malicious detection scheme in online social network

2020 ◽  
Vol 9 (1) ◽  
pp. 146
Author(s):  
Putra Wanda ◽  
Marselina Endah Hiswati ◽  
Huang J. Jie
Keyword(s):  
Social Networks ◽  
Computer Vision ◽  
Deep Learning ◽  
Online Social Networks ◽  
Link Prediction ◽  
Online Social Network ◽  
Detection Scheme ◽  
Malicious Activity ◽  
Manual Analysis ◽  
Learning Techniques

Manual analysis for malicious prediction in Online Social Networks (OSN) is time-consuming and costly. With growing users within the environment, it becomes one of the main obstacles. Deep learning is growing algorithm that gains a big success in computer vision problem. Currently, many research communities have proposed deep learning techniques to automate security tasks, including anomalous detection, malicious link prediction, and intrusion detection in OSN. Notably, this article describes how deep learning makes the OSN security technique more intelligent for detecting malicious activity by establishing a classifier model.

scholarly journals Tiles: an online algorithm for community discovery in dynamic social networks

2016 ◽  
Vol 106 (8) ◽  
pp. 1213-1241 ◽  
Author(s):  
Giulio Rossetti ◽  
Luca Pappalardo ◽  
Dino Pedreschi ◽  
Fosca Giannotti
Keyword(s):  
Social Networks ◽  
Online Algorithm ◽  
Community Discovery ◽  
Dynamic Social Networks

Deep learning-based personality recognition from text posts of online social networks

2018 ◽  
Vol 48 (11) ◽  
pp. 4232-4246 ◽  
Author(s):  
Di Xue ◽  
Lifa Wu ◽  
Zheng Hong ◽  
Shize Guo ◽  
Liang Gao ◽  
...  
Keyword(s):  
Social Networks ◽  
Deep Learning ◽  
Online Social Networks ◽  
Personality Recognition
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