Data Mining and Network Analysis

2013 ◽  
pp. 207-228
Author(s):  
Vijayalakshmi Varma ◽  
Jim Kaput
Keyword(s):  
Data Mining ◽  
Network Analysis

scholarly journals Integrating text mining, data mining, and network analysis for identifying genetic breast cancer trends

2016 ◽  
Vol 9 (1) ◽  
Author(s):  
Gabriela Jurca ◽  
Omar Addam ◽  
Alper Aksac ◽  
Shang Gao ◽  
Tansel Özyer ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Data Mining ◽  
Network Analysis ◽  
Text Mining ◽  
Cancer Trends

Emergent Data Mining Tools for Social Network Analysis

2015 ◽  
pp. 1539-1556
Author(s):  
Dhiraj Murthy ◽  
Alexander Gross ◽  
Alex Takata
Keyword(s):  
Data Mining ◽  
Social Networks ◽  
Social Network ◽  
Network Analysis ◽  
Online Social Networks ◽  
Data Extraction ◽  
Future Directions ◽  
Effective Development ◽  
Mining Tools

This chapter identifies a number of the most common data mining toolkits and evaluates their utility in the extraction of data from heterogeneous online social networks. It introduces not only the complexities of scraping data from the diverse forms of data manifested in these sources, but also critically evaluates currently available tools. This analysis is followed by a presentation and discussion on the development of a hybrid system, which builds upon the work of the open-source Web-Harvest framework, for the collection of information from online social networks. This tool, VoyeurServer, attempts to address the weaknesses of tools identified in earlier sections, as well as prototype the implementation of key functionalities thought to be missing from commonly available data extraction toolkits. The authors conclude the chapter with a case study and subsequent evaluation of the VoyeurServer system itself. This evaluation presents future directions, remaining challenges, and additional extensions thought to be important to the effective development of data mining tools for the study of online social networks.

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