Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks

Strenge B, Schack T (2021)
Scientific Reports 11: 9473.

Zeitschriftenaufsatz | Veröffentlicht | Englisch
 
Download
OA 1.43 MB
Abstract / Bemerkung
**Abstract**
The majority of manufacturing tasks are still performed by human workers, and this will probably continue to be the case in many industry 4.0 settings that aim at highly customized products and small lot sizes. Technical systems could assist on-the-job training and execution of these manual assembly processes, using augmented reality and other means, by properly treating and supporting workers’ cognitive resources. Recent algorithmic advancements automatized the assessment of task-related mental representation structures based on SDA-M, which enables technical systems to anticipate mistakes and provide corresponding user-specific assistance. Two studies have empirically investigated the relations between algorithmic assessments of individual memory structures and the occurrences of human errors in different assembly tasks. Hereby theoretical assumptions of the automatized SDA-M assessment approaches were deliberately violated in realistic ways to evaluate the practical applicability of these approaches. Substantial but imperfect correspondences were found between task-related mental representation structures and actual performances with sensitivity and specificity values ranging from 0.63 to 0.72, accompanied by prediction accuracies that were highly significant above chance level.
Erscheinungsjahr
2021
Zeitschriftentitel
Scientific Reports
Band
11
Art.-Nr.
9473
eISSN
2045-2322
Finanzierungs-Informationen
Open-Access-Publikationskosten wurden durch die Universität Bielefeld gefördert.
Page URI
https://pub.uni-bielefeld.de/record/2954516

Zitieren

Strenge B, Schack T. Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks. Scientific Reports. 2021;11: 9473.
Strenge, B., & Schack, T. (2021). Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks. Scientific Reports, 11, 9473. https://doi.org/10.1038/s41598-021-88921-1
Strenge, Benjamin, and Schack, Thomas. 2021. “Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks”. Scientific Reports 11: 9473.
Strenge, B., and Schack, T. (2021). Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks. Scientific Reports 11:9473.
Strenge, B., & Schack, T., 2021. Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks. Scientific Reports, 11: 9473.
B. Strenge and T. Schack, “Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks”, Scientific Reports, vol. 11, 2021, : 9473.
Strenge, B., Schack, T.: Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks. Scientific Reports. 11, : 9473 (2021).
Strenge, Benjamin, and Schack, Thomas. “Empirical relationships between algorithmic SDA-M-based memory assessments and human errors in manual assembly tasks”. Scientific Reports 11 (2021): 9473.
Alle Dateien verfügbar unter der/den folgenden Lizenz(en):
Creative Commons Namensnennung 4.0 International Public License (CC-BY 4.0):
Volltext(e)
Access Level
OA Open Access
Zuletzt Hochgeladen
2022-01-14T14:12:29Z
MD5 Prüfsumme
eb5beed3e42c4a59a47da747e82df30b


Link(s) zu Volltext(en)
Access Level
OA Open Access

Export

Markieren/ Markierung löschen
Markierte Publikationen

Open Data PUB

Web of Science

Dieser Datensatz im Web of Science®
Quellen

PMID: 33947879
PubMed | Europe PMC

Suchen in

Google Scholar