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Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network

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submitted on 2024-09-03, 07:05 and posted on 2024-09-03, 07:06 authored by Tamil Selvi P., Kishore Balasubramaniam, Vidhya S., Jayapandian N., Ramya K., Poongodi M., Mounir Hamdi, Godwin Brown Tunze

Social and information networks undermine the real relationship between the individuals (ego) and the friends (alters) they are connected with on social media. The structure of individual network is highlighted by the ego network. Egocentric approach is popular due to its focus on individuals, groups, or communities. Size, structure, and composition directly impact the ego networks. Moreover, analysis includes strength of ego – alter ties degree and strength of ties. Degree gives the first overview of network. Social support in the network is explored with the “gap” between the degree and average strength. These outcomes firmly propose that, regardless of whether the approaches to convey and to keep up social connections are evolving because of the dispersion of online social networks, the way individuals sort out their social connections appears to remain unaltered. As online social networks evolve, they help in receiving more diverse information.

Other Information

Published in: International Journal of Information Technology and Web Engineering
License: https://creativecommons.org/licenses/by/4.0
See article on publisher's website: https://dx.doi.org/10.4018/ijitwe.304049

History

Language

  • English

Publisher

IGI Global

Publication Year

  • 2022

License statement

This Item is licensed under the Creative Commons Attribution 4.0 International License.

Institution affiliated with

  • Hamad Bin Khalifa University
  • College of Science and Engineering - HBKU

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