Book Chapter10.1007/978-3-319-07725-3_62
COMPAss: A Space Cognitive Behavior Modeling and Performance Assessment Platform
Yanfei Liu,Zhiqiang Tian,Yu Zhang,Qi Sun,Junsong Li,Jing Sun,Feng Fu +6 more
- 22 Jun 2014
- pp 630-636
TL;DR: Based on cognitive architecture, COMPAss (Cognitive behaviOr Modeling and Performance Assessment) – an integrated research & development platform oriented space manual control task is proposed and shows that the model is effective and model’s specific parameter can map human certain cognitive characteristic.
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Abstract: Based on cognitive architecture, COMPAss (Cognitive behaviOr Modeling and Performance Assessment) – an integrated research & development platform oriented space manual control task is proposed. MRvD (Manual rendezvous and docking) control task is selected for cognitive modeling and human performance assessment. The MRvD cognitive behavior model is built on the platform by extract model declarative knowledge, procedural knowledge and model parameters on the basis of experimental data, and the model’s validation is verified by comparing the process and results between model’s run and actual control. The verification result shows that the model is effective and model’s specific parameter can map human certain cognitive characteristic. Finally by comparing model performance with adjusting model’s parameter the human performance is evaluated. As an example how skillful degree influence on human performance for MRvD task is evaluated and a report for skillful degree vs. MRvD performance is produced on COMPAss platform.
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Citations
Cognitive Architecture Based Platform on Human Performance Evaluation for Space Manual Control Task
Yanfei Liu,Zhiqiang Tian,Yuzhou Liu,Junsong Li,Feng Fu +4 more
- 01 Jan 2017
TL;DR: The results show that, both the model’s simulating cognitive process and model's running result are consistent with real situation, and the models’ specific parameter can map certain cognitive characteristic.
4
Cognitive Modeling and Model-Based Performance Evaluation on Collaborative Decision and Control Task
Xin Wang,Liang Zhang,Zhiqiang Tian,Yuzhou Liu,Junsong Li,Feng Fu,Zhen Liao,Yanfei Liu +7 more
- 16 Jul 2020
TL;DR: A three positions collaborative decision making and control task is designed for investigating the collaboration performance and the model and cognitive parameters are abstracted from realistic control task based on cognitive architecture.
MiNDesign: Toward a Modeling, Simulation and Evaluation Platform for Human Cognitive Performance
Zhiqiang Tian,Liang Zhang,Xin Wang,Yuzhou Liu,Junsong Li,Feng Fu,Zhen Liao,Yanfei Liu +7 more
- 16 Jul 2020
TL;DR: The results show that the way proposed in this paper is effective, objective and accurate than traditional rating scales and physiological measurement methods, and which has obvious advantages for human performance evaluation.
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Birte U. Forstmann,Eric-Jan Wagenmakers +1 more
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TL;DR: The main goal of this edited collection is to promote the integration of cognitive modeling and cognitive neuroscience as discussed by the authors, and experts in the field will provide tutorial-style chapters that explain particular techniques and highlight their usefulness through concrete examples and numerous case studies.
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Jelmer P. Borst,John R. Anderson +1 more
TL;DR: This study used model-based functional MRI to locate two functions of the fronto-parietal network: declarative memory retrievals and updating of working memory, and applied model- based fMRI to five previously published datasets with associated computational cognitive models, and subsequently integrated the results in a meta-analysis.