Diversity and End User Context in Smartphone Usage Sessions

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.author Soikkeli, Tapio
dc.contributor.author Karikoski, Juuso
dc.contributor.author Hämmäinen, Heikki
dc.date.accessioned 2014-02-18T10:00:25Z
dc.date.available 2014-02-18T10:00:25Z
dc.date.issued 2011
dc.identifier.citation Soikkeli, Tapio & Karikoski, Juuso & Hämmäinen, Heikki. 2011. Diversity and End User Context in Smartphone Usage Sessions. 2011 Fifth International Conference on Next Generation Mobile Applications, Services and Technologies. P. 7-12. ISBN 978-1-4577-1080-3 (electronic). DOI: 10.1109/NGMAST.2011.12. en
dc.identifier.isbn 978-1-4577-1080-3 (electronic)
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/12602
dc.description Julkaisun kokoteksti on luettavissa vain Aalto-tunnuksilla. fi
dc.description Please note that access to the fulltext is limited to Aalto staff and students. en
dc.description.abstract Mobile end user context has gained increasingattention in the mobile services industry. Context information isseen as an important component in developing new, morepersonalized, mobile services and applications. This paper studiesthe effect of end user context on smartphone usage sessions.Smartphone usage sessions are used to depict user behavior andusage habits of smartphone users on a high level. We havedetected end user contexts, and extracted smartphone usagesession information from handset-based data of 140 smartphoneusers. We first examine and describe usage sessions as such, andthen in different end user contexts. According to our usagesession analysis, smartphone usage is highly diversified acrossusers. For example, the average number of sessions per dayranges from 3 to 46. Characteristics of smartphone usage sessionsdiffer in different end user contexts. For example, an averagesession is 37 % longer in the Home-context than in the Office-context,but Office has 56 % more sessions per time unit thanHome. The results imply that mobile services and applicationsneed to adapt to user behavior in order to be personalizedenough, and that context awareness is indeed a worthwhile steptowards this. en
dc.format.extent 7-12
dc.format.mimetype application/pdf
dc.language.iso en en
dc.publisher Institute of Electrical & Electronics Engineers (IEEE) en
dc.relation.ispartof 2011 Fifth International Conference on Next Generation Mobile Applications, Services and Technologies en
dc.subject.other Computer science en
dc.subject.other Telecommunications engineering en
dc.title Diversity and End User Context in Smartphone Usage Sessions en
dc.type A4 Artikkeli konferenssijulkaisussa fi
dc.description.version Peer reviewed
dc.rights.holder Institute of Electrical & Electronics Engineers (IEEE)
dc.contributor.school Sähkötekniikan korkeakoulu fi
dc.contributor.school School of Electrical Engineering en
dc.contributor.department Tietoliikenne- ja tietoverkkotekniikan laitos fi
dc.contributor.department Department of Communications and Networking en
dc.subject.keyword end user context en
dc.subject.keyword smartphone en
dc.subject.keyword usage session en
dc.subject.keyword diversity en
dc.identifier.urn URN:ISBN:978-1-4577-1080-3
dc.type.dcmitype text en
dc.identifier.doi 10.1109/NGMAST.2011.12
dc.type.version Final published version


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