论文信息 - A reactive computational model of En-Route controller

A reactive computational model of En-Route controller

Although computational modeling of human performance provides significant value in complex domains, its use has been mostly confined to simple human computer interaction (HCI) tasks due to difficulty in constructing models in such domains. The aim of this paper is to present the construction of a reactive human performance model from detailed cognitive task analysis in the apex cognitive architecture [Freed, M (1998)]. We show the construction of a sequence of predicted human behavior from elementary human performance templates and further validate the templates by comparing the task completion times to the human-in-the-loop simulation data obtained from the federal aviation administration.

Roger W. Remington | Seung Man Lee | Ujwala Ravinder

[1] Joan M. Ryder,et al. Cognitive Task Analysis of Expertise in Air Traffic Control , 1993 .

[2] Michael E. Atwood,et al. Project Ernestine: Validating a GOMS Analysis for Predicting and Explaining Real-World Task Performance , 1993, Hum. Comput. Interact..

[3] Michael Matessa,et al. Developing human performance models using Apex / CPM-GOMS for agent-based modeling and simulation , 2004 .

[4] Michael Freed,et al. Automating CPM-GOMS , 2002, CHI.

[5] Sandro Leuchter,et al. A Psychological Model of Air Traffic Control and Its Implementation , 1998 .

[6] Lawrence Birnbaum,et al. Simulating human performance in complex, dynamic environments , 1998 .

[7] Allen Newell,et al. The psychology of human-computer interaction , 1983 .

[8] Michael Matessa,et al. Observations on Human Performance in Air Traffic Control Operations: Preliminaries to a Cognitive Model , 2004 .

[9] Bonnie E. John,et al. Reusable Templates in Human Performance Modeling , 2019, Proceedings of the Twenty-Fourth Annual Conference of the Cognitive Science Society.