DC FieldValueLanguage
dc.contributor.authorAntoniou, Angeliki-
dc.date.accessioned2023-10-26T07:18:38Z-
dc.date.available2023-10-26T07:18:38Z-
dc.date.issued2017-08-23-
dc.identifierscopus-85028076763-
dc.identifier.issn18695469-
dc.identifier.issn18695450-
dc.identifier.other85028076763-
dc.identifier.urihttps://uniwacris.uniwa.gr/handle/3000/671-
dc.description.abstractThe work argues for quick profiling methods from social networks for use in cultural heritage applications. Explicit (inquiries about user actions, like game playing) and implicit (observations from user actions on social networks) methods are tested, in an attempt to extract user personality profiles and in particular cognitive style profiles, using the MBTI tool. Qualitative and quantitative approaches have been applied to validate the results. So far, it seems that users’ cognitive profiles can be predicted from social media observations and user actions (i.e., playing games) for 3 out of the 4 MBTI dimensions. There seem to be relatively accurate predictions for the dimensions Judging–Perceiving and Extraversion–Introversion. Sensing–Intuition is a little more difficult to predict. Currently, the Thinking–Feeling dimension cannot be predicted from the existing data. Future works will concentrate on improving the prediction rate for the Sensing–Intuition dimensions and discovering ways to predict the Thinking–Sensing dimension from social network information.en_US
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofSocial Network Analysis and Miningen_US
dc.subjectCognitive styleen_US
dc.subjectCultural heritageen_US
dc.subjectGroup formationen_US
dc.subjectProfilingen_US
dc.subjectSocial networksen_US
dc.titleSocial network profiling for cultural heritage: combining data from direct and indirect approachesen_US
dc.typeArticleen_US
dc.identifier.doi10.1007/s13278-017-0458-xen_US
dc.identifier.scopus2-s2.0-85028076763-
dc.relation.deptDepartment of Archival, Library and Information Studiesen_US
dc.relation.facultySchool of Administrative, Economics and Social Sciencesen_US
dc.relation.volume7en_US
dc.relation.issue1en_US
dc.identifier.spage1en_US
dc.identifier.epage11en_US
dc.collaborationUniversity of West Attica (UNIWA)en_US
dc.subject.fieldSocial Sciencesen_US
dc.journalsOpen Accessen_US
dc.countryGreeceen_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 Archival, Library and Information Studies-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.orcid0000-0002-3452-1168-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
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