A Survey on Measuring Cognitive Workload in Human-Computer Interaction

Lade...
Vorschaubild
Dateien
Kosch_2-fka42d5kmp6r7.pdf
Kosch_2-fka42d5kmp6r7.pdfGröße: 1.21 MBDownloads: 420
Datum
2023
Autor:innen
Kosch, Thomas
Karolus, Jakob
Schmidt, Albrecht
Woźniak, Paweł W.
Herausgeber:innen
Kontakt
ISSN der Zeitschrift
Electronic ISSN
ISBN
Bibliografische Daten
Verlag
Schriftenreihe
Auflagebezeichnung
DOI (zitierfähiger Link)
ArXiv-ID
Internationale Patentnummer
Angaben zur Forschungsförderung
Deutsche Forschungsgemeinschaft (DFG): 414984028
Deutsche Forschungsgemeinschaft (DFG): 251654672
Deutsche Forschungsgemeinschaft (DFG): 251654672 – TRR 161 and 414984028 – CRC 1404 FONDA
Projekt
SFB TRR 161 TP C 01 Quantitative Messung von Interaktion
Open Access-Veröffentlichung
Open Access Green
Core Facility der Universität Konstanz
Gesperrt bis
Titel in einer weiteren Sprache
Forschungsvorhaben
Organisationseinheiten
Zeitschriftenheft
Publikationstyp
Zeitschriftenartikel
Publikationsstatus
Published
Erschienen in
ACM Computing Surveys. ACM. 2023, 55(13s), 283. ISSN 0360-0300. eISSN 1557-7341. Available under: doi: 10.1145/3582272
Zusammenfassung

The ever-increasing number of computing devices around us results in more and more systems competing for our attention, making cognitive workload a crucial factor for the user experience of human-computer interfaces. Research in Human-Computer Interaction (HCI) has used various metrics to determine users’ mental demands. However, there needs to be a systematic way to choose an appropriate and effective measure for cognitive workload in experimental setups, posing a challenge to their reproducibility. We present a literature survey of past and current metrics for cognitive workload used throughout HCI literature to address this challenge. By initially exploring what cognitive workload resembles in the HCI context, we derive a categorization supporting researchers and practitioners in selecting cognitive workload metrics for system design and evaluation. We conclude with three following research gaps: (1) defining and interpreting cognitive workload in HCI, (2) the hidden cost of the NASA-TLX, and (3) HCI research as a catalyst for workload-aware systems, highlighting that HCI research has to deepen and conceptualize the understanding of cognitive workload in the context of interactive computing systems.

Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
004 Informatik
Schlagwörter
Cognitive Workload, Workload Assessment, Categorization, Questionnaires, Workload- Aware Computing, Physiological Sensing, Cognition-Aware Interfaces
Konferenz
Rezension
undefined / . - undefined, undefined
Zitieren
ISO 690KOSCH, Thomas, Jakob KAROLUS, Johannes ZAGERMANN, Harald REITERER, Albrecht SCHMIDT, Paweł W. WOŹNIAK, 2023. A Survey on Measuring Cognitive Workload in Human-Computer Interaction. In: ACM Computing Surveys. ACM. 2023, 55(13s), 283. ISSN 0360-0300. eISSN 1557-7341. Available under: doi: 10.1145/3582272
BibTex
@article{Kosch2023-07-13Surve-66200,
  year={2023},
  doi={10.1145/3582272},
  title={A Survey on Measuring Cognitive Workload in Human-Computer Interaction},
  number={13s},
  volume={55},
  issn={0360-0300},
  journal={ACM Computing Surveys},
  author={Kosch, Thomas and Karolus, Jakob and Zagermann, Johannes and Reiterer, Harald and Schmidt, Albrecht and Woźniak, Paweł W.},
  note={Article Number: 283}
}
RDF
<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/66200">
    <dc:contributor>Schmidt, Albrecht</dc:contributor>
    <dc:creator>Kosch, Thomas</dc:creator>
    <dc:creator>Reiterer, Harald</dc:creator>
    <dcterms:abstract>The ever-increasing number of computing devices around us results in more and more systems competing for our attention, making cognitive workload a crucial factor for the user experience of human-computer interfaces. Research in Human-Computer Interaction (HCI) has used various metrics to determine users’ mental demands. However, there needs to be a systematic way to choose an appropriate and effective measure for cognitive workload in experimental setups, posing a challenge to their reproducibility. We present a literature survey of past and current metrics for cognitive workload used throughout HCI literature to address this challenge. By initially exploring what cognitive workload resembles in the HCI context, we derive a categorization supporting researchers and practitioners in selecting cognitive workload metrics for system design and evaluation. We conclude with three following research gaps: (1) defining and interpreting cognitive workload in HCI, (2) the hidden cost of the NASA-TLX, and (3) HCI research as a catalyst for workload-aware systems, highlighting that HCI research has to deepen and conceptualize the understanding of cognitive workload in the context of interactive computing systems.</dcterms:abstract>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/66200"/>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dc:rights>terms-of-use</dc:rights>
    <dc:creator>Woźniak, Paweł W.</dc:creator>
    <dc:contributor>Karolus, Jakob</dc:contributor>
    <dc:contributor>Zagermann, Johannes</dc:contributor>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-02-23T09:54:48Z</dcterms:available>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/66200/4/Kosch_2-fka42d5kmp6r7.pdf"/>
    <dc:language>eng</dc:language>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dc:creator>Zagermann, Johannes</dc:creator>
    <dc:creator>Karolus, Jakob</dc:creator>
    <dc:contributor>Woźniak, Paweł W.</dc:contributor>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2023-02-23T09:54:48Z</dc:date>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:creator>Schmidt, Albrecht</dc:creator>
    <dcterms:title>A Survey on Measuring Cognitive Workload in Human-Computer Interaction</dcterms:title>
    <dc:contributor>Kosch, Thomas</dc:contributor>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/66200/4/Kosch_2-fka42d5kmp6r7.pdf"/>
    <dc:contributor>Reiterer, Harald</dc:contributor>
    <dcterms:issued>2023-07-13</dcterms:issued>
  </rdf:Description>
</rdf:RDF>
Interner Vermerk
xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter
Kontakt
URL der Originalveröffentl.
Prüfdatum der URL
Prüfungsdatum der Dissertation
Finanzierungsart
Kommentar zur Publikation
Allianzlizenz
Corresponding Authors der Uni Konstanz vorhanden
Internationale Co-Autor:innen
Universitätsbibliographie
Ja
Begutachtet
Ja
Diese Publikation teilen

Versionsgeschichte

Gerade angezeigt 1 - 1 von 1
VersionDatumZusammenfassung
1*
2023-02-23 09:54:48
* Ausgewählte Version