Social Network Data Mining and Knowledge Discovery

2020 ◽  
pp. 127-153
Author(s):  
Xun Liang
Keyword(s):  
Data Mining ◽  
Social Network ◽  
Knowledge Discovery ◽  
Network Data ◽  
Social Network Data

A Conceptual Framework for Social Network Data Security

2013 ◽  
pp. 58-86 ◽  
Author(s):  
Sanur Sharma ◽  
Vishal Bhatnagar
Keyword(s):  
Data Mining ◽  
Social Network ◽  
Conceptual Framework ◽  
Social Networking Sites ◽  
Community Analysis ◽  
Network Data ◽  
Data Mining Techniques ◽  
Social Network Data ◽  
The Social ◽  
Using Data

In recent times, there has been a tremendous increase in the number of social networking sites and their users. With the amount of information posted on the public forums, it becomes essential for the service providers to maintain the privacy of an individual. Anonymization as a technique to secure social network data has gained popularity, but there are challenges in implementing it effectively. In this chapter, the authors have presented a conceptual framework to secure the social network data effectively by using data mining techniques to perform in-depth social network analysis before carrying out the actual anonymization process. The authors’ framework in the first step defines the role of community analysis in social network and its various features and temporal metrics. In the next step, the authors propose the application of those data mining techniques that can deal with the dynamic nature of social network and discover important attributes of the social network. Finally, the authors map their security requirements and their findings of the network properties which provide an appropriate base for selection and application of the anonymization technique to protect privacy of social network data.

scholarly journals Framework for Social Network Data Mining

2015 ◽  
Vol 116 (18) ◽  
pp. 7-10
Author(s):  
Gayana Fernando ◽  
Md Gapar ◽  
MdJohar MdJohar
Keyword(s):  
Data Mining ◽  
Social Network ◽  
Network Data ◽  
Social Network Data

scholarly journals Real-Time Social Network Data Mining for Predicting the Path for a Disaster

2016 ◽  
Vol 7 (2) ◽  
pp. 81-87 ◽  
Author(s):  
Saloni Jain ◽  
Brett Adams Duncan ◽  
Yanqing Zhang ◽  
Ning Zhong ◽  
Zejin Ding
Keyword(s):  
Data Mining ◽  
Social Network ◽  
Real Time ◽  
Network Data ◽  
Social Network Data
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