Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network

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, group...

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Vydané v:International journal of information technology and web engineering Ročník 17; číslo 1; s. 1 - 14
Hlavní autori: Jayapandian N, Tunze, Godwin Brown, Hamdi, Mounir, Tamil Selvi P, Balasubramaniam, Kishore, Vidhya S, Ramya K, Poongodi M
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Hershey IGI Global 01.01.2022
Predmet:
Multilayers
Online social networks
Social networks
India
ISSN:1554-1045, 1554-1053
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Abstract 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.
AbstractList 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.
Audience Academic
Author Balasubramaniam, Kishore
Poongodi M
Tamil Selvi P
Jayapandian N
Vidhya S
Ramya K
Tunze, Godwin Brown
Hamdi, Mounir
AuthorAffiliation PKR Arts College for Women, India
PA College of Engineering and Technology, India
Division of Informational and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
Christ University, India
Michael Job College of Arts and Science for Women, India
Dr. Mahalingam College of Engineering and Technology, India
Mbeya University of Science and Technology, Tanzania
Division of Information and Computing Technology, College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar
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CitedBy_id crossref_primary_10_1177_01655515241281313
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crossref_primary_10_1016_j_osnem_2025_100335
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SubjectTerms Multilayers
Online social networks
Social networks
Title Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network
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