Learning to type with mobile keyboards: Findings with a randomized keyboard

dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorJiang, Xinhuien_US
dc.contributor.authorJokinen, Jussi P.P.en_US
dc.contributor.authorOulasvirta, Anttien_US
dc.contributor.authorRen, Xiangshien_US
dc.contributor.departmentDepartment of Communications and Networkingen
dc.contributor.groupauthorFinnish Center for Artificial Intelligence, FCAIen
dc.contributor.groupauthorHelsinki Institute for Information Technology (HIIT)en
dc.contributor.groupauthorUser Interfacesen
dc.contributor.organizationKochi University of Technologyen_US
dc.date.accessioned2021-09-15T06:39:37Z
dc.date.available2021-09-15T06:39:37Z
dc.date.issued2022-01en_US
dc.descriptionFunding Information: The research was supported by the Academy of Finland (grant numbers 291556, 310947) and Gran-in-Aid for CHEC by Kochi University of Technology. AO and JJ were suppored by the Finnish Center of AI. Publisher Copyright: © 2021
dc.description.abstractThis paper demonstrates the learning process of typing by tracing the development of eye and finger movement strategies over time. We conducted a controlled experiment in which users typed with Qwerty and randomized keyboards on a smartphone, allowing us to induce and analyze users’ behavioral strategies with different amounts of accumulated typing experience. We demonstrate how strategies, such as speed-accuracy trade-offs and gaze deployment between different regions of the typing interface depend on the amount of experience. The results suggest that, in addition to motor learning, the development of performance in mobile typing is attributable to the adaptation of visual attention and eye-hand coordination, in particular, the development of better location memory for the keyboard layout shapes the strategies. The findings shed light on how visuomotor control strategies develop during learning to type.en
dc.description.versionPeer revieweden
dc.format.extent11
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationJiang, X, Jokinen, J P P, Oulasvirta, A & Ren, X 2022, ' Learning to type with mobile keyboards : Findings with a randomized keyboard ', Computers in Human Behavior, vol. 126, 106992 . https://doi.org/10.1016/j.chb.2021.106992en
dc.identifier.doi10.1016/j.chb.2021.106992en_US
dc.identifier.issn0747-5632
dc.identifier.otherPURE UUID: 407a07c0-823b-4d1f-abb3-b9b463c64f55en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/407a07c0-823b-4d1f-abb3-b9b463c64f55en_US
dc.identifier.otherPURE LINK: http://www.scopus.com/inward/record.url?scp=85114127764&partnerID=8YFLogxKen_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/67401379/ELEC_Jiang_etal_Learning_to_type_with_mobile_keyboards_Computers_in_Human_Behavior_2022.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/109928
dc.identifier.urnURN:NBN:fi:aalto-202109159151
dc.language.isoenen
dc.publisherPERGAMON-ELSEVIER SCIENCE LTD
dc.relation.ispartofseriesComputers in Human Behavioren
dc.relation.ispartofseriesVolume 126en
dc.rightsopenAccessen
dc.subject.keywordGazeen_US
dc.subject.keywordLearningen_US
dc.subject.keywordMobile devicesen_US
dc.subject.keywordText inputen_US
dc.titleLearning to type with mobile keyboards: Findings with a randomized keyboarden
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion
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