Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network
<p dir="ltr">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 it...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , , , , , , |
| Published: |
2022
|
| Subjects: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1864513506183741440 |
|---|---|
| author | Tamil Selvi P. (19517590) |
| author2 | Kishore Balasubramaniam (19517593) Vidhya S. (19517596) Jayapandian N. (19517599) Ramya K. (19517602) Poongodi M. (19517605) Mounir Hamdi (14150652) Godwin Brown Tunze (18300823) |
| author2_role | author author author author author author author |
| author_facet | Tamil Selvi P. (19517590) Kishore Balasubramaniam (19517593) Vidhya S. (19517596) Jayapandian N. (19517599) Ramya K. (19517602) Poongodi M. (19517605) Mounir Hamdi (14150652) Godwin Brown Tunze (18300823) |
| author_role | author |
| dc.creator.none.fl_str_mv | Tamil Selvi P. (19517590) Kishore Balasubramaniam (19517593) Vidhya S. (19517596) Jayapandian N. (19517599) Ramya K. (19517602) Poongodi M. (19517605) Mounir Hamdi (14150652) Godwin Brown Tunze (18300823) |
| dc.date.none.fl_str_mv | 2022-09-01T00:00:00Z |
| dc.identifier.none.fl_str_mv | 10.4018/ijitwe.304049 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Social_Network_User_Profiling_With_Multilayer_Semantic_Modeling_Using_Ego_Network/26889382 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Information and computing sciences Human-centred computing Information systems Dimension Reduction DoctoVec Genism Kmean LSTMs Matplotlib Meanshift PCA Python RNN Scikitlib Vectors Visualizaton |
| dc.title.none.fl_str_mv | Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p dir="ltr">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.</p><h2>Other Information</h2><p dir="ltr">Published in: International Journal of Information Technology and Web Engineering<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.4018/ijitwe.304049" target="_blank">https://dx.doi.org/10.4018/ijitwe.304049</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_aaa36b96e19ec2e21d360f61eb8d7cfc |
| identifier_str_mv | 10.4018/ijitwe.304049 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/26889382 |
| publishDate | 2022 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Social Network User Profiling With Multilayer Semantic Modeling Using Ego NetworkTamil Selvi P. (19517590)Kishore Balasubramaniam (19517593)Vidhya S. (19517596)Jayapandian N. (19517599)Ramya K. (19517602)Poongodi M. (19517605)Mounir Hamdi (14150652)Godwin Brown Tunze (18300823)Information and computing sciencesHuman-centred computingInformation systemsDimension ReductionDoctoVecGenismKmeanLSTMsMatplotlibMeanshiftPCAPythonRNNScikitlibVectorsVisualizaton<p dir="ltr">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.</p><h2>Other Information</h2><p dir="ltr">Published in: International Journal of Information Technology and Web Engineering<br>License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.4018/ijitwe.304049" target="_blank">https://dx.doi.org/10.4018/ijitwe.304049</a></p>2022-09-01T00:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.4018/ijitwe.304049https://figshare.com/articles/journal_contribution/Social_Network_User_Profiling_With_Multilayer_Semantic_Modeling_Using_Ego_Network/26889382CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/268893822022-09-01T00:00:00Z |
| spellingShingle | Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network Tamil Selvi P. (19517590) Information and computing sciences Human-centred computing Information systems Dimension Reduction DoctoVec Genism Kmean LSTMs Matplotlib Meanshift PCA Python RNN Scikitlib Vectors Visualizaton |
| status_str | publishedVersion |
| title | Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network |
| title_full | Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network |
| title_fullStr | Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network |
| title_full_unstemmed | Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network |
| title_short | Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network |
| title_sort | Social Network User Profiling With Multilayer Semantic Modeling Using Ego Network |
| topic | Information and computing sciences Human-centred computing Information systems Dimension Reduction DoctoVec Genism Kmean LSTMs Matplotlib Meanshift PCA Python RNN Scikitlib Vectors Visualizaton |