Simulation Model for Mapping the Causes and Effects of Human Error in Product Development
S. Tackenberg, S. Duckwitz, in: C. Stephanidis, V.G. Duffy, N. Streitz, S. Konomi, H. Krömker (Eds.), HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, Springer, Cham, 2020, pp. 381–396.
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Konferenz - Beitrag
| Veröffentlicht
| Englisch
Autor*in
Herausgeber*in
Stephanidis, Constantine;
Duffy, Vincent G.;
Streitz, Norbert;
Konomi, Shin'ichi;
Krömker, Heidi
Abstract
The applications of new information technologies in the field of product development lead to a significant change in work processes. Due to new assistance systems, companies further reduce the available time for the product developers. Based on this observation, a research hypothesis regarding the effects of the variable “amount of available time” on the quota of flawless product development is formulated. This hypothesis was empirically analyzed by conducting a laboratory experiment. The results lead to the development of a Bayesian network. The network describes the probability that a human can process a task without an error at required times. According to the structure of the Bayesian network, the paper introduces an actor-oriented model that can be used for person-centered simulation of the occurrence and effects of errors. Finally, the paper provides insight into the use of a formal model in the case of a simulation study.
Erscheinungsjahr
Titel des Konferenzbandes
HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments
Seite
381 - 396
Konferenz
22nd HCI International Conference, HCII 2020
Konferenzort
Copenhagen, Denmark
Konferenzdatum
2020-07-19 – 2020-07-24
ELSA-ID
Zitieren
Tackenberg S, Duckwitz S. Simulation Model for Mapping the Causes and Effects of Human Error in Product Development. In: Stephanidis C, Duffy VG, Streitz N, Konomi S, Krömker H, eds. HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments. Lecture Notes in Computer Science. Cham: Springer; 2020:381-396.
Tackenberg, S., & Duckwitz, S. (2020). Simulation Model for Mapping the Causes and Effects of Human Error in Product Development. In C. Stephanidis, V. G. Duffy, N. Streitz, S. Konomi, & H. Krömker (Eds.), HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments (pp. 381–396). Cham: Springer.
Tackenberg S and Duckwitz S (2020) Simulation Model for Mapping the Causes and Effects of Human Error in Product Development. In Stephanidis C et al. (eds), HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments. Cham: Springer, pp. 381–396.
Tackenberg, Sven, and Sönke Duckwitz. “Simulation Model for Mapping the Causes and Effects of Human Error in Product Development.” In HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, edited by Constantine Stephanidis, Vincent G. Duffy, Norbert Streitz, Shin’ichi Konomi, and Heidi Krömker, 381–96. Lecture Notes in Computer Science. Cham: Springer, 2020.
Tackenberg, Sven und Sönke Duckwitz. 2020. Simulation Model for Mapping the Causes and Effects of Human Error in Product Development. In: HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, hg. von Constantine Stephanidis, Vincent G. Duffy, Norbert Streitz, Shin’ichi Konomi, und Heidi Krömker, 381–396. Lecture Notes in Computer Science. Cham: Springer.
Tackenberg, Sven ; Duckwitz, Sönke: Simulation Model for Mapping the Causes and Effects of Human Error in Product Development. In: Stephanidis, C. ; Duffy, V. G. ; Streitz, N. ; Konomi, S. ; Krömker, H. (Hrsg.): HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, Lecture Notes in Computer Science. Cham : Springer, 2020, S. 381–396
S. Tackenberg, S. Duckwitz, Simulation Model for Mapping the Causes and Effects of Human Error in Product Development, in: C. Stephanidis, V.G. Duffy, N. Streitz, S. Konomi, H. Krömker (Eds.), HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, Springer, Cham, 2020: pp. 381–396.
S. Tackenberg and S. Duckwitz, “Simulation Model for Mapping the Causes and Effects of Human Error in Product Development,” in HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, Copenhagen, Denmark, 2020, pp. 381–396.
Tackenberg, Sven, and Sönke Duckwitz. “Simulation Model for Mapping the Causes and Effects of Human Error in Product Development.” HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, edited by Constantine Stephanidis et al., Springer, 2020, pp. 381–96.
Tackenberg, Sven/Duckwitz, Sönke (2020): Simulation Model for Mapping the Causes and Effects of Human Error in Product Development, in: Constantine Stephanidis et. al. (Hgg.): HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments (=Lecture Notes in Computer Science), Cham, S. 381–396.
Tackenberg S, Duckwitz S. Simulation Model for Mapping the Causes and Effects of Human Error in Product Development. In: Stephanidis C, Duffy VG, Streitz N, Konomi S, Krömker H, editors. HCI International 2020 – Late Breaking Papers : Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments. Cham: Springer; 2020. p. 381–96. (Lecture Notes in Computer Science).
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