DC FieldValueLanguage
dc.contributor.authorNtalianis, Klimis-
dc.contributor.authorSalem, Abdel-Badeeh M.-
dc.date.accessioned2024-10-18T10:02:24Z-
dc.date.available2024-10-18T10:02:24Z-
dc.date.issued2016-02-04-
dc.identifierscopus-84969983753-
dc.identifier.isbn978-1-5090-1949-6-
dc.identifier.other84969983753-
dc.identifier.urihttps://uniwacris.uniwa.gr/handle/3000/2846-
dc.description.abstractIn this paper an innovative social media news items 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 importance of each user is modeled, based on an innovative algorithm that borrows ideas from the PageRank algorithm. Finally, a novel content ranking component is introduced, which ranks posted news items based on a social computing method, driven by the importance of the social network users that interact with them. Initial experiments on real life social networks news items illustrate the promising performance of the proposed architecture. Additionally comparisons with three different ranking ways are provided (SUMF, RSN-CO and RSN-nCO), in terms of user satisfaction.en_US
dc.language.isoenen_US
dc.relation.ispartofProceedings of the 2015 IEEE 7th International Conference on Intelligent Computing and Information Systems (ICICIS 2015)en_US
dc.subjectNews items rankingen_US
dc.subjectRule-stringent social mediaen_US
dc.subjectSocial computingen_US
dc.subjectSocial graphen_US
dc.subjectUser importanceen_US
dc.titleRanking of news items in rule-stringent social media based on users' importance: a social computing approachen_US
dc.typeConference Paperen_US
dc.relation.conference7th International Conference on Intelligent Computing and Information Systems (ICICIS 2015), 12-14 December 2015, Cairo, Egypten_US
dc.identifier.doi10.1109/IntelCIS.2015.7397269en_US
dc.identifier.scopus2-s2.0-84969983753-
dcterms.accessRights0en_US
dc.relation.deptDepartment of Business Administrationen_US
dc.relation.facultySchool of Administrative, Economics and Social Sciencesen_US
dc.identifier.spage27en_US
dc.identifier.epage33en_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:Book Chapter / Κεφάλαιο Βιβλίου
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