Skip to main content
SpringerLink
Log in
Book cover

International Conference on Applied Human Factors and Ergonomics

AHFE 2020: Advances in Neuroergonomics and Cognitive Engineering pp 274–280Cite as

Cognitive Modeling and Model-Based Performance Evaluation on Collaborative Decision and Control Task

  • Conference paper
  • First Online:

  • 1186 Accesses

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1201))

Abstract

This paper designs a three positions collaborative decision making and control task for the purpose of investigating the collaboration performance. To build cognitive model for the collaborative decision-making task, the model and cognitive parameters are abstracted from realistic control task. Based on cognitive architecture, the cognitive model for the collaborative task are built up and verified by simulation. Depending on the cognitive workload quantifying criteria, the cognitive workload is obtained respectively. Finally, by comparing the cognitive process or tasks, the performance for the collaborative decision making and control tasks is evaluated.

This is a preview of subscription content, log in via an institution.

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   219.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   279.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Roy, S.: Decision Making and Modelling in Cognitive Science. Springer, New Delhi (2016)

    Book  Google Scholar 

  2. Wang, Y., Ruhe, G.: The Cognitive process of decision making. Int. J. Cogn. Inf. Nat. Intell. 1(2), 73–85 (2007)

    Article  Google Scholar 

  3. Salazar, A.: Cognitive Processes: What Are They? Can They Improve? (2019). https://blog.cognifit.com/cognitive-processes/

  4. Eagleman, D.: 10 Unsolved Mysteries Of The Brain (2007). https://www.discovermagazine.com/mind/10-unsolved-mysteries-of-the-brain

  5. Strube, G.: Cognitive Modeling: Research Logic in Cognitive Science (2001)

    Google Scholar 

  6. Busemeyer, J.R., Diederich, A.: Cognitive Modeling. Sage, Thousand Oaks (2010)

    Google Scholar 

  7. Inamdar, A.: Collaborative Decision Making in the Workplace (2018). https://upraise.io/blog/collaborative-decision-making-101/

  8. Bui, T., Jarke, M.: A DSS for cooperative multiple criteria group decision making. Inf. Syst. Work. Pap. Ser. (1984)

    Google Scholar 

  9. Fiala, P.: Models of cooperative decision making. In: Multiple Criteria Decision Making, pp. 128–136. Springer, Heidelberg (1997)

    Google Scholar 

  10. Knafo, S., Esteban, J.A.: Molecular mechanisms of drug-induced cognitive enhancement. In: Cognitive Enhancement, pp. 43–59. Academic Press, Cambridge (2015)

    Google Scholar 

  11. Lebiere, C., Jentsch, F., Ososky, S.: Cognitive models of decision making processes for human-robot interaction. In: International Conference on Virtual, Augmented and Mixed Reality, pp. 285–294. Springer, Heidelberg (2013)

    Google Scholar 

  12. Golman, R., Bhatia, S.: A cognitive model of strategic deliberation and decision making. In: CogSci (2017)

    Google Scholar 

  13. Liu, Y.F., Tian, Z.Q., Zhang, Y., Sun, Q., Li, J.S. Sun, J., Fu, F.: COMPAss: a space cognitive behavior modeling and performance assessment platform. In: International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, pp. 630–636 (2014)

    Google Scholar 

  14. Liu, Y.F., Huang, S.P., Tian, Y., Liu, Y.Z., Li, J.S., Fu, F., Tian, Z.Q., Bian, J.: Performance evaluation of numeric keypad layout based on cognitive workload. In: International Conference on Applied Human Factors and Ergonomics, pp. 314–324 (2017)

    Google Scholar 

  15. Liu, Y.F., Tian, Z.Q., Liu, Y.Z., Li, J.S., Fu, F.: Cognitive architecture based mental workload evaluation for spatial fine manual control task. In: International Conference on Applied Human Factors and Ergonomics, pp. 819–829 (2019)

    Google Scholar 

  16. Denker, C.: Assessing the spatio-temporal fitness of information supply and demand on ship bridges. PhD disser, Universität Oldenburg (2016)

    Google Scholar 

  17. Lochner, M., Duenser, A., Lutzhoft, M., Brooks, B., Rozado, D.: Analysis of maritime team workload and communication dynamics in standard and emergency scenarios. J. Ship. Trade 3(1), 2 (2018)

    Article  Google Scholar 

Download references

Acknowledgments

This work is supported by the CCiS Institute of ZSTU and Natural Science Foundation of Zhejiang Provincial (No. LY12C09005).

Author information

Authors and Affiliations

  1. China Institute of Marine Technology and Economic, No. 70, Xueyuan South Road, Haidian District, Beijing, 100081, China

    Xin Wang, Liang Zhang, Zhiqiang Tian & Zhen Liao

  2. Department of Computer Science and Software Engineering, Auburn University, Auburn, AL, 36849, USA

    Yuzhou Liu

  3. Department of Computer Science and Technology, Zhejiang Sci-Tech University, No. 928, 2nd Avenue, Xiasha, Hangzhou, 310018, China

    Junsong Li, Feng Fu & Yanfei Liu

Authors
  1. Xin Wang
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Liang Zhang
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Zhiqiang Tian
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Yuzhou Liu
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Junsong Li
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. Feng Fu
    View author publications

    You can also search for this author in PubMed Google Scholar

  7. Zhen Liao
    View author publications

    You can also search for this author in PubMed Google Scholar

  8. Yanfei Liu
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Yanfei Liu .

Editor information

Editors and Affiliations

  1. Drexel University, Philadelphia, PA, USA

    Hasan Ayaz

  2. National University of Sciences and Tech (NUST), School of Mech and Manufacturing Eng (SMME), Islamabad, Pakistan

    Umer Asgher

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Wang, X. et al. (2021). Cognitive Modeling and Model-Based Performance Evaluation on Collaborative Decision and Control Task. In: Ayaz, H., Asgher, U. (eds) Advances in Neuroergonomics and Cognitive Engineering. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1201. Springer, Cham. https://doi.org/10.1007/978-3-030-51041-1_36

Download citation

Publish with us

Policies and ethics

Search

Navigation