DC FieldValueLanguage
dc.contributor.authorNtalianis, Klimis-
dc.contributor.authorEmary, Ibrahiem El-
dc.contributor.authorSalem, Abdel-Badeeh M.-
dc.date.accessioned2024-10-18T09:02:07Z-
dc.date.available2024-10-18T09:02:07Z-
dc.date.issued2015-04-01-
dc.identifierscopus-84953301759-
dc.identifier.issn1877-0509-
dc.identifier.other84953301759-
dc.identifier.urihttps://uniwacris.uniwa.gr/handle/3000/2844-
dc.description.abstractIn this paper an innovative social media content ranking scheme is proposed. The proposed unsupervised architecture takes into consideration user-content interactions, since social media posts receive likes, comments and shares from friends and other users. Additionally the influence of each user is modeled, based on the centrality theory. Towards this direction both the degree and Bonacich's centrality are estimated for each user. Finally, a novel content ranking component is introduced, which ranks posted items based on a social computing method, driven by the power and influence of social network users. Initial experiments on real life social networks content illustrate the promising performance of the proposed architecture. Additionally comparisons with random selection chronological ordering (RSPICO), random selection non-chronological ordering (RSPIn-CO) and "My Facebook Movie" algorithms are provided.en_US
dc.language.isoenen_US
dc.relation.ispartofProcedia Computer Scienceen_US
dc.subjectBonacich's centralityen_US
dc.subjectBusiness information processingen_US
dc.subjectContent rankingen_US
dc.subjectDegree centralityen_US
dc.subjectInfluenceen_US
dc.subjectMachine learningen_US
dc.subjectSocial computingen_US
dc.subjectSocial mediaen_US
dc.titleSocial media content ranking based on social computing and user influenceen_US
dc.typeConference Paperen_US
dc.relation.conferenceInternational Conference on Communications, management, and Information technology (ICCMIT'2015), 20-22 April 2015, Prague, Czech Republicen_US
dc.identifier.doi10.1016/j.procs.2015.09.103en_US
dc.identifier.scopus2-s2.0-84953301759-
dcterms.accessRights1en_US
dc.relation.deptDepartment of Business Administrationen_US
dc.relation.facultySchool of Administrative, Economics and Social Sciencesen_US
dc.relation.volume65en_US
dc.identifier.spage148en_US
dc.identifier.epage157en_US
dc.collaborationUniversity of West Attica (UNIWA)en_US
dc.journalsOpen Accessen_US
dc.publicationPeer Revieweden_US
dc.countryGreeceen_US
local.metadatastatusnot verifieden_US
item.cerifentitytypePublications-
item.languageiso639-1en-
item.openairetypeConference Paper-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.fulltextNo Fulltext-
item.grantfulltextnone-
crisitem.author.deptDepartment of Business Administration-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
Appears in Collections:Articles / Άρθρα
CORE Recommender
Show simple item record

SCOPUSTM   
Citations

3
checked on Nov 3, 2024

Page view(s)

6
checked on Nov 5, 2024

Google ScholarTM

Check

Altmetric

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.