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LanguageLogger : A Mobile Keyboard Application for Studying Language Use in Everyday Text Communication in the Wild

Titelangaben

Bemmann, Florian ; Buschek, Daniel:
LanguageLogger : A Mobile Keyboard Application for Studying Language Use in Everyday Text Communication in the Wild.
In: Proceedings of the ACM on Human-Computer Interaction. Bd. 4 (2020) Heft EICS . - 84.
ISSN 2573-0142
DOI: https://doi.org/10.1145/3397872

Angaben zu Projekten

Projekttitel:
Offizieller Projekttitel
Projekt-ID
AI Tools - Continuous Interaction with Computational Intelligence Tools
Ohne Angabe

Projektfinanzierung: Bayerisches Staatsministerium für Wissenschaft, Forschung und Kunst

Abstract

We present a concept and tool for studying language use in everyday mobile text communication (e.g. chats). Our approach for the first time enables researchers to collect comprehensive data on language use during unconstrained natural typing (i.e. no study tasks) without logging readable messages to preserve privacy. We achieve this with a combination of three customisable text abstraction methods that run directly on participants' phones. We report on our implementation as an Android keyboard app and two evaluations: First, we simulate text reconstruction attempts on a large text corpus to inform conditions for minimising privacy risks. Second, we assess people's experiences in a two-week field deployment (N=20). We release our app as an open source project to the community to facilitate research on open questions in HCI, Linguistics and Psychology. We conclude with concrete ideas for future studies in these areas.

Weitere Angaben

Publikationsform: Artikel in einer Zeitschrift
Begutachteter Beitrag: Ja
Keywords: linguistics; language use; data logging; touch keyboard
Institutionen der Universität: Fakultäten > Fakultät für Mathematik, Physik und Informatik > Institut für Informatik
Fakultäten
Fakultäten > Fakultät für Mathematik, Physik und Informatik
Titel an der UBT entstanden: Ja
Themengebiete aus DDC: 000 Informatik,Informationswissenschaft, allgemeine Werke > 004 Informatik
Eingestellt am: 22 Jun 2020 09:07
Letzte Änderung: 26 Sep 2024 13:52
URI: https://eref.uni-bayreuth.de/id/eprint/55570