A Sentiment Analysis of Design Reflections from Design Projects

Jonas Frich Pedersen, Nanna Inie, Kim Halskov, Peter Dalsgaard

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Abstrakt

Little effort has been devoted to studying the emotional experience of designers over time. Using sentiment analysis, we explore a unique corpus of designers' written reflections on 15 different design processes. We investigate how positive and negative sentiment in the reflections change over the course of a three-month design project. Our findings indicate that change in sentiment is not attributable to time alone, but rather to different phases and methods employed by the design teams. Finally, we discuss implications and future avenues for both our results and for using sentiment analysis in HCI research.
OriginalsprogEngelsk
TitelCHI EA '18 Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems
ForlagAssociation for Computing Machinery
Publikationsdato2018
ArtikelnummerLBW074
ISBN (Trykt)978-1-4503-5621-3
DOI
StatusUdgivet - 2018
Udgivet eksterntJa
BegivenhedACM CHI 2018 Conference on Human Factors in Computing Systems - Montreal, Canada
Varighed: 21 apr. 201826 apr. 2018

Konference

KonferenceACM CHI 2018 Conference on Human Factors in Computing Systems
Land/OmrådeCanada
ByMontreal
Periode21/04/201826/04/2018

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