Identifying the mobile application repertoire based on weighted formal concept analysis

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dc.contributor.authorKwon, Sung Eunko
dc.contributor.authorKim, Youn Taeko
dc.contributor.authorSuh, Hyo-wonko
dc.contributor.authorLee, Heejungko
dc.date.accessioned2021-05-04T08:10:06Z-
dc.date.available2021-05-04T08:10:06Z-
dc.date.created2021-05-04-
dc.date.issued2021-07-
dc.identifier.citationEXPERT SYSTEMS WITH APPLICATIONS, v.173-
dc.identifier.issn0957-4174-
dc.identifier.urihttp://hdl.handle.net/10203/282784-
dc.description.abstractSmartphones are one of the fastest-growing and most popular consumer devices introduced in the last decade, and the media environment is also changing dramatically. However, there is still a lack of research on recognizing smartphones as media and understanding their usage behavior. This study aims to understand smartphones? mobile application usage patterns from a media combination perspective by identifying mobile application repertoire and killer applications based on demographic segmentation. In this study, we propose the Weighted Formal Concept Analysis to specify the preference of mobile applications and identify their repertoires. The preference of mobile application evaluates the following four aspects in combination: relevance, commonlyshared, conformance, and contribution viewpoints. We conducted a case study, which identified the mobile application within-group and across-group repertoires based on the proposed method, and also discovered that mobile repertoire varies with not only age and gender but also their combinations.-
dc.languageEnglish-
dc.publisherPERGAMON-ELSEVIER SCIENCE LTD-
dc.titleIdentifying the mobile application repertoire based on weighted formal concept analysis-
dc.typeArticle-
dc.identifier.wosid000636783100005-
dc.identifier.scopusid2-s2.0-85102080879-
dc.type.rimsART-
dc.citation.volume173-
dc.citation.publicationnameEXPERT SYSTEMS WITH APPLICATIONS-
dc.identifier.doi10.1016/j.eswa.2021.114678-
dc.contributor.localauthorSuh, Hyo-won-
dc.contributor.nonIdAuthorKwon, Sung Eun-
dc.contributor.nonIdAuthorKim, Youn Tae-
dc.contributor.nonIdAuthorLee, Heejung-
dc.description.isOpenAccessN-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorMobile repertoire-
dc.subject.keywordAuthorFormal concept analysis-
dc.subject.keywordAuthorAttributes weighting-
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IE-Journal Papers(저널논문)
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