Big Data Processing Using Spark in Cloud by Mamta Mittal Valentina E. Balas Lalit Mohan Goyal & Raghvendra Kumar

Author:Mamta Mittal, Valentina E. Balas, Lalit Mohan Goyal & Raghvendra Kumar
Language: eng
Format: epub
Publisher: Springer Singapore, Singapore

2.3 Social Network Mining: (SNM)

Social Network Mining (SNM) is the implementation of data mining on social network sites. Information posted on profiles is mined to identify hidden data that can be manipulated. For example, mining keywords posted by users on profiles or status can lead researchers to identify the users’ activities and whereabouts.

SNM has been used to find the hidden patterns or important information over large data size. This includes database consisting associated objects like people, events, organizations, and other possible objects that may relate to each other [13]. SNM is also applicable to other organizations. For example, in government sectors, SNM can be used in intelligence activities. This can be considered as a part of defensive approaches where a country can create an expectation of what kind of threats that might strike the country. For example, in the United States, the concern over terrorist attacks has increased the usage of network mining in its defense system [14].

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