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Experience Sampling as Information Transmission: Perspective and Implications

Published: 08 October 2018 Publication History

Abstract

We propose Information Transmission as a novel perspective on the mobile Experience Sampling Method (ESM) to frame a research agenda with a sharpened focus on increasing data quality in ESM studies. In this view, good experience sampling transmits valid, relevant, and "noise-free" information from users' in-situ experiences to remote researchers. We identify key transmission channels, which motivate combinations of objective and subjective data (i.e. device sensors and machine learning, plus asking users). We discuss opportunities and challenges, and give examples from our previous and ongoing work on ESM tools.

References

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Anind K. Dey, Katarzyna Wac, Denzil Ferreira, Kevin Tassini, Jin-Hyuk Hong, and Julian Ramos. 2011. Getting Closer: An Empirical Investigation of the Proximity of User to Their Smart Phones. In Proceedings of the 13th International Conference on Ubiquitous Computing (UbiComp '11). ACM, New York, NY, USA, 163--172.
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Steve Harrison, Deborah Tatar, and Phoebe Sengers. 2007. The three paradigms of HCI. Alt. CHI Session at the SIGCHI Conference on Human Factors in Computing Systems (2007), 1--18.
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Kasper Hornbæk and Antti Oulasvirta. 2017. What Is Interaction?. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 5040--5052.
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Clemens Stachl, Sven Hilbert, Jiew-Quay Au, Daniel Buschek, Alexander De Luca, Bernd Bischl, Heinrich Hussmann, and Markus Bühner. 2013. Personality Traits Predict Smartphone Usage. European Journal of Personality (2013).
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Cited By

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  • (2024)Say You, Say Me: Investigating the Personal insights Generated from One's Own data and Other's dataProceedings of the 13th Nordic Conference on Human-Computer Interaction10.1145/3679318.3685345(1-14)Online publication date: 13-Oct-2024
  • (2021)Computational personality assessmentPersonality Science10.5964/ps.61152Online publication date: 15-Jul-2021
  • (2021)Inviting Participants’ Peers in a Mobile Assessment Study: An Empirical InvestigationProceedings of the 23rd International Conference on Mobile Human-Computer Interaction10.1145/3447526.3472021(1-13)Online publication date: 27-Sep-2021
  • Show More Cited By

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    cover image ACM Conferences
    UbiComp '18: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers
    October 2018
    1881 pages
    ISBN:9781450359665
    DOI:10.1145/3267305
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    New York, NY, United States

    Publication History

    Published: 08 October 2018

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    Author Tags

    1. Data Collection
    2. Experience Sampling
    3. Framework
    4. Machine Learning
    5. Mobile Device
    6. Sensing

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    • Research-article
    • Research
    • Refereed limited

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    Overall Acceptance Rate 764 of 2,912 submissions, 26%

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    Cited By

    View all
    • (2024)Say You, Say Me: Investigating the Personal insights Generated from One's Own data and Other's dataProceedings of the 13th Nordic Conference on Human-Computer Interaction10.1145/3679318.3685345(1-14)Online publication date: 13-Oct-2024
    • (2021)Computational personality assessmentPersonality Science10.5964/ps.61152Online publication date: 15-Jul-2021
    • (2021)Inviting Participants’ Peers in a Mobile Assessment Study: An Empirical InvestigationProceedings of the 23rd International Conference on Mobile Human-Computer Interaction10.1145/3447526.3472021(1-13)Online publication date: 27-Sep-2021
    • (2020)LanguageLogger: A Mobile Keyboard Application for Studying Language Use in Everyday Text Communication in the WildProceedings of the ACM on Human-Computer Interaction10.1145/33978724:EICS(1-24)Online publication date: 18-Jun-2020
    • (2020)AppMoDProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/33698193:4(1-22)Online publication date: 14-Sep-2020
    • (2019)She is in a Bad Mood NowProceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services10.1145/3338286.3344406(1-6)Online publication date: 1-Oct-2019
    • (2018)MHC '18Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers10.1145/3267305.3274134(590-593)Online publication date: 8-Oct-2018

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