DC FieldValueLanguage
dc.contributor.authorNtalianis, Klimis-
dc.contributor.authorDoulamis, Nikolaos-
dc.date.accessioned2024-07-19T06:43:21Z-
dc.date.available2024-07-19T06:43:21Z-
dc.date.issued2016-11-01-
dc.identifierscopus-84921861469-
dc.identifier.issn1573-7721-
dc.identifier.issn1380-7501-
dc.identifier.other84921861469-
dc.identifier.urihttps://uniwacris.uniwa.gr/handle/3000/2745-
dc.description.abstractThis paper proposes a human life summarization scheme based on multimedia content published on social media. In this context the term “life” includes the events, occasions and activities users post on their walls. Towards this direction, an innovative architecture is designed that consists of two modules: the content preparation and the content summarization module. During content preparation, a Social Media web page is automatically segmented into tokens. Next multimedia content is kept and it is associated to its respective metadata (date of post, events, likes, persons, comments etc.) after filtering information through the YAGO2 knowledge base. Then a novel ranking mechanism puts multimedia content in order of importance based on a social computing methodology. Finally the summarization module produces a meaningful video clip that includes the top moments of one’s life without completely disregarding the less important. To the best of the authors’ knowledge, this is one of the first human life summarization schemes that are based on social media content. Experimental results illustrate the promising performance of the proposed architecture and set a basis for future research.en_US
dc.language.isoenen_US
dc.relation.ispartofMultimedia Tools and Applicationsen_US
dc.subjectContent rankingen_US
dc.subjectHuman life summarizationen_US
dc.subjectSocial computingen_US
dc.subjectSocial mediaen_US
dc.titleAn automatic event-complementing human life summarization scheme based on a social computing method over social media contenten_US
dc.typeArticleen_US
dc.identifier.doi10.1007/s11042-015-2454-3en_US
dc.identifier.scopus2-s2.0-84921861469-
dcterms.accessRights0en_US
dc.relation.deptDepartment of Business Administrationen_US
dc.relation.facultySchool of Administrative, Economics and Social Sciencesen_US
dc.relation.volume75en_US
dc.relation.issue22en_US
dc.identifier.spage15123en_US
dc.identifier.epage15149en_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.openairetypeArticle-
item.grantfulltextnone-
item.fulltextNo Fulltext-
item.cerifentitytypePublications-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.languageiso639-1en-
crisitem.author.deptDepartment of Business Administration-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
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