Skip to main content
SpringerLink
Log in
Book cover

International Conference on Applied Human Factors and Ergonomics

AHFE 2020: Advances in Human Factors and Ergonomics in Healthcare and Medical Devices pp 106–114Cite as

The Influence of Ergonomics of Human-Machine Systems on the Emergence and Development of Cognitive Function Disorders

  • Conference paper
  • First Online:

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1205))

Abstract

The aim of the work is to obtain mathematical models for predicting and early diagnosis of cognitive disorders of operators of human-machine systems, provoked by prolonged psycho-emotional stress and chronic fatigue arising from ergonomic risk factors. The work uses technical means of monitoring the state of various components of such cognitive functions as attention, memory, thinking and energy characteristics of biologically active points “associated” with the studied cognitive functions. As a basic mathematical apparatus, the synthesis methodology of hybrid fuzzy decision rules is used. In the course of the research, mathematical models were obtained for predicting and early diagnosis of impaired attention and memory functions associated with the professional activities of operators of human-machine systems. During mathematical modeling, expert assessment and statistical tests, it was found that the confidence in the correct decision-making using the obtained mathematical models exceeds 0.85.

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   189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   249.99
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. Alberdi, A., Aztiria, A., Basarab, A.: Using smart offices to predict occupational stress. Int. J. Ind. Ergon. 67, 13–26 (2018)

    Article  Google Scholar 

  2. AL-Kasasbeh, R.T., Korenevskiy, N., Alshamasin, M.S., Maksim, I.: Method of the ergonomics assessment of the technical systems and its influence on operators. In: Advances in the International Conference on Applied Human Factors and Ergonomics Human Factors and Ergonomics in Healthcare and Medical Devices (AHFE 2017), Part of the Advances in Intelligent Systems and Computing book series (AISC), Los Angeles, CA, USA, 17–21 July, vol. 590, pp. 581–592 (2017)

    Google Scholar 

  3. Al-Kasasbeh, R.T., Korenevskiy, N., Alshamasin, M.S., Maksim, I.: Method of ergonomics assessment of technical systems and its influence on operators heath on basis of hybrid fuzzy models. In: Duffy, V., Lightner, N. (eds.) Advances in Human Factors and Ergonomics in Healthcare and Medical Devices, AHFE 2017. Advances in Intelligent Systems and Computing, vol. 590, Springer, Cham (2018)

    Google Scholar 

  4. Al-Kasasbeh, R.T., Korenevskiy, N., Alshamasin, M.S., Korenevskiya, S., Al-Kasasbeh, E.T., Maksim, I.: Fuzzy model evaluation of vehicles ergonomics and its influence on occupational diseases. In: Goossens, R. (eds.) Advances in Social and Occupational Ergonomics (AHFE’18), Advances in Intelligent Systems and Computing, vol. 792. Springer, Cham (2019)

    Google Scholar 

  5. Dmitrieva, M.A., Krylov, A.I., Partuliev, L.: Labor psychology and engineering psychology [Text], publishing house of Leningrad State University (1979)

    Google Scholar 

  6. Huang, Y., Lee, J., McFadden, A.C., Murphy, L.A., Robertson, M.M., Cheung, J.H., Zohar, D.: Beyond safety outcomes: an investigation of the impact of safety climate on job satisfaction, employee engagement and turnover using social exchange theory as the theoretical framework. Appl. Ergon. 55, 248–257 (2016)

    Article  Google Scholar 

  7. Paderno, P.I., Popechitelev, E.P.: Reliability and ergonomics of biotechnical systems. Popechitelev, E.P., SPb: JSC Tekhnomerdia, Publishing House, Elmor (2007)

    Google Scholar 

  8. Shutkin, A.N.: Assessment of the level of psychoemotional stress on the basis of combined fuzzy models and G.Rush’s model. Syst. Anal. Control Biomed. Syst. 4(3), 593–600 (2015)

    Google Scholar 

  9. Al-Kasasbeh, R.T.: Investigation of groups of operators based on fuzzy logic. Scientific Periodical News of State, vol. 468, pp. 89–93(1994)

    Google Scholar 

  10. Korenevskiy, N.A., Artemenko, M.V., Provotorov, V.N., Novikova, L.A.: Method of synthesis of fuzzy decision rules on the basis of models of system interrelations for solving problems of prediction and diagnostics of diseases. Syst. Anal. Manag. Biomed. Syst. 13(4), 881–886 (2014)

    Google Scholar 

  11. Korenevskiy, N.A., Korostelev, A.N., Serebrovsky, V.V., Sapitonova, T.N.: The estimation of farm vehicles ergonomics and its use in assessment of the condition of agrarian-industrial complex employees. Bull. Kursk State Agric. Acad. 1, 122–126 (2012)

    Google Scholar 

  12. Korenevskiy, N.A.: The synthesis methodology of hybrid fuzzy decision rules for medical intelligent decision support systems. In: Korenevskiy, N.A., Odionova, S.N., Khripina, I.I. (eds.) TNT, Stary Oskol (2019)

    Google Scholar 

  13. Korenevskiy, N.A., Shutkin, A.N., Gorbatenko, S.A., Serebrovskiy, V.I.: Assessment and management of the state of health of students based on hybrid intellectual technologies, TNT, Stary Oskol (2016)

    Google Scholar 

  14. Lobzin, VYu.: Integrated early diagnosis of cognitive impairment. J. Neurol. Psychol. 11, 72–79 (2015)

    Google Scholar 

  15. Plotnikov, V.V.: Automation of psychological research methods: principles and recommendations. In: Plotnikov, V.V., Korenevskiy, N.A., Zabrodin, Yu.M. Publishing house of the Institute of Psychology ANSSR; VNIIOT Gosagroprom of the USSR, Orel (1989)

    Google Scholar 

  16. Sharit, J., Salvendy, G.: Occcupational stress: review and reappraisal. J. Hum. Factors Ergon. Soc. 24(2), 129–162 (1982)

    Article  Google Scholar 

  17. Al-Kasasbeh, R.T., Korenevskiy, N.A., Alshamasin, M.S., Maksim, I.: Hybrid fuzzy logic modelling and software for ergonomics assessment of biotechnical systems. Int. J. Comput. Appl. Technol. 60(1), 12–26 (2019)

    Article  Google Scholar 

  18. Al-Kasasbeh, R.T., Korenevskiy, N., Alshamasin, M., Ionescou, F., Smith, A.P.: Prediction of gastric ulcers based on the change in electrical resistance of acupuncture points using fuzzy logic decision making. Comput. Methods Biomech. Biomed. Eng. 1–12 (2012). https://doi.org/10.1080/10255842.2011.618926

  19. Al-Kasasbeh, R.T., Shamaseen, M.S., Skopin, D.E., Barbarawi, O., Geppener, V.V.: Automated detection of artifacts in electroencephalography signals using a linear prediction model. Biomed. Eng. 43(1), 31–35 (2009). ISSN 1573–8256

    Article  Google Scholar 

  20. Korenevskiy, N.A., Skopin, D.E., Al Kasasbeh, R.T., Kuzmin, A.A.: System for studying specific features of attention and memory’. Biomed. Eng. 44(1), 32–35 (2010)

    Article  Google Scholar 

  21. Al-Kasasbeh, R.: Biotechnical measurement and software system controlled features for determining the level of psycho-emotional tension on man-machine systems by fuzzy measures. Adv. Eng. Softw. 45, 137–143 (2012)

    Article  Google Scholar 

  22. Korenevskiy, N.A., Al-Kasasbeh, R.T., Ionescu, F., Arghir, S.: Determining the level of psycho-emotional tension on a heterogeneous rules of fuzzy output. In: Proceedings of the 18th International Conference on Control Systems and Computer Science (CSCS-18), Bucharest, Romania, 24–27 May 2011, pp. 901–904. Politechnica Press (2011)

    Google Scholar 

  23. Korenevskiy, N., Al-Kasasbeh, R.T., Ionescou, F., Alshamasin, M., Alkasasbeh, E., Smith, A.P.: Fuzzy determination of the human’s level of psycho-emotional. In: Proceedings of the 4th International Conference on the Development of Biomedical Engineering, BME2012, pp. 354–357, Ho Chi Minh City (2012)

    Google Scholar 

  24. Korenevskiy, N.A., Degtyarev, S.V., Seregin, S.P., Novikov, A.V.: Use of an interactive method for classification in problems of medical diagnosis. Biomed. Eng. 47(4), 169–172 (2013c)

    Google Scholar 

  25. Korenevskiy, N.A., Gadalov, V.N., Korovin, E.N., Serebrovskiy, V.I.: Assessment of ergonomics of biotechnical systems using shortliffe fuzzy models. Biomed. Eng. 47(4), 173–176 (2013)

    Article  Google Scholar 

  26. Al-Kasasbeh, R.T., Korenevskiy, N., Filist, S., Shatalova, O.V., Alshamasin, M.S., Shaqadan, A.: Biotechnical measurement and monitoring system controlled features for determining the level of a state of environment and health of the person in ecologically adverse regions on the basis of collectives of hybrid decisive rules. Int. J. Model. Identif. Control 32, 10–22 (2019)

    Article  Google Scholar 

  27. Al-Kasasbeh, R.T., Korenevskiy, N.A., Ionescu, F., Kuzmin A.A.: Synthesis of combined fuzzy decision rules based on the exploration analysis data. In: Proceedings of 4th IAFA International Conference on Interdisciplinary Approaches in Fractal Analysis, pp. 71–78, Bucharest, Romania (2009). ISSN 2066-4451

    Google Scholar 

  28. Al-Kasasbeh, R.T., Shamaseen, M.S., Skopin, D.E.: Automated detection and selection of artifacts in encephalography signals. Biomed. Eng. 42(6), 292–301 (2008). ISSN 1573–8256

    Google Scholar 

  29. Korenevskiy, N.A.: Forecasting and diagnostics of the diseases caused by harmful production and ecological factors, on the basis of heterogeneous indistinct models. In: Korenevskiy, N.A. et al (eds.) Publishing House of Kursk State Agricultural Academy, Kursk (2012)

    Google Scholar 

  30. Korenevskiy, N.A.: Geometric approach to synthesis of indistinct decisive rules for the solution of problems of forecasting and medical diagnostics. In: Korenevskiy, N.A. et al. (eds.) Biomedical Radio Electronics, vol. 4, pp. 20–23 (2012)

    Google Scholar 

  31. Korenevskiy, N.A.: Method of heterogeneous indistinct rules synthesis for the analysis and management of a biotechnical systems’ condition News of Southwest State University, Series: Management, Computer Facilities, Informatics. Med. Instr. Making 2, 99–103 (2013)

    Google Scholar 

  32. Korenevskiy, N.A.: Use of an interactive method for classification in problems of medical diagnosis. In: Korenevskiy, N.A. et al. (eds.) Biomedical Engineering, vol. 47, no. 4, pp. 169–172 (2013)

    Google Scholar 

  33. Korenevskiy, N.A.: Application of fuzzy logic for decision making in medical expert systems. Biomed. Eng. 49(1), 46–49 (2015)

    Article  Google Scholar 

  34. Al-Kasasbeh, R.T., El-tous, Y.: Selection of artifacts in EEG-signals using Kullback information. Eng. Sci. J. 22, 69–77 (2006). ISSN 1687-0530

    Google Scholar 

  35. Korenevskiy, N.A., Gorbatenko, S.A., Krupchatnikov, R.A., Lukashov, M.I.: Design of network-based fuzzy knowledge bases for medical decision-making support systems. Biomed. Eng. 43(4), 187–190 (2009)

    Article  Google Scholar 

  36. Korenevskiy, N.A., Ionescu, Fl., Kuzmin, A.A., Al-Kasasbeh, R.T.: Synthesis of the combined fuzzy rules for medical applications with using tools of exploration analysis. J. Biomed. Electron. 5, 65–76 (2009)

    Google Scholar 

  37. Korenevskiy, N.A., Krupchatnikov, R.A., Gorbatenko, S.A.: Generation of fuzzy network models taught on basic of data structure for medical expert systems. Biomed. Eng. J. 42(2), 67–72 (2008)

    Article  Google Scholar 

  38. Korenevskiy, N.A., Rutskoi, R.V., Dolzhenkov, S.D.: Method of forecasting and diagnostics of health on the basis of collectives of indistinct decisive rules. Syst. Anal. Manag. Biomed. Syst. 12(4), 905–909 (2013)

    Google Scholar 

  39. Al-Kasasbeh, R.T., Korenevskiy, N., Alshamasin, M.S., Klionskiy, D., Ionescu, F.: Numerical software algorithms for monitoring control processes and correcting health by synthesis of hybrid fuzzy rules of decision-making on the basis of changes in energetic characteristics of biologically active points. Int. J. Model. Identif. Control 25, 119–137 (2016)

    Article  Google Scholar 

  40. Al-Kasasbeh, R.T., Korenevskiy, N., Alshamasin, M.S., Ionescu, F., Boitcova, E., Al-Kasasbeh, E.: Fuzzy prediction and early detection of stomach diseases by means of combined iteration fuzzy models. Int. J. Biomed. Eng. Technol. 30(3), 228–254 (2019)

    Article  Google Scholar 

  41. Al-Kasasbeh, R., Korenevskiy, N., Ionescu, F., Alshamasin, M., Smith, A.P., Alwadie, A.: Biotechnical measurement and software system for the prediction and diagnosis of osteochondrosis of the lumbar region based on acupuncture points with the use of fuzzy logic rules. Biomedical Engineering -Biomedizinische Technik, DE GRYTER 58(1), 51–65 (2013). https://doi.org/10.1515/bmt-2012-0081, ISSN 1862-278X

  42. Al-Kasasbeh, R.T.: Software features for the estimation of an operators’ group activity in man-machine system. Adv. Eng. Softw. 42, 547–554 (2011)

    Article  Google Scholar 

  43. Korenevskiy, N.A., Ionescu, Fl., Kuzmin, A.A., Al-Kasasbeh, R.T.: Synthesis of the combined fuzzy rules for medical applications with using tools of exploration analysis. J. Biomed. Electron. 5, 65–76 (2009). ISSN 1560–4136

    Google Scholar 

  44. Korenevskiy, N.A., Ionescu, F.L., Kuzmin, A.A., Al-Kasasbeh, R.A.: Prediction of occurrence, aggravation and pre-nosological diagnostics of osteochondrosis of a backbone’s lumbar region with use of reflexology methods. J. Biomed. Electron. 5, 60–64 (2009). ISSN 1560-4136

    Google Scholar 

  45. Al-Kasasbeh, R., Korenevskiy, N., Ionescu, F., Alshamasin, M., Smith, A.P., Alwadie, A., Aljbour, S.: Application of fuzzy analysis with the energy condition of bioactive points to the prediction and diagnosis of gastrointestinal tract diseases. Int. J. Biomed. Eng. Technol. 11(2), 154–236 (2013). ISSN 1752–6426, ISSN print 1752-6418

    Google Scholar 

  46. Al-Kasasbeh, R., Korenevskiy, N., Alshamasin, M.: Bioengineering system for prediction and early prenosological diagnostics of stomach diseases based on energy characteristics of bioactive points with fuzzy logic. In: 2nd Biomedical Engineering Conference and Expo, San Antonio, USA, 30 November–01 December 2015 (2015)

    Google Scholar 

  47. Al-Kasasbeh, R.T., Korenevskiy, N., Alshamasin, M., Klionskiy, D., Ionescu, F.: Numerical software algorithms for monitoring control processes and correcting health by synthesis of hybrid fuzzy rules of decision-making on the basis of changes in energetic characteristics of biologically active points. Int. J. Model. Identif. Control 25(2), 119–137 (2016)

    Article  Google Scholar 

  48. Al Kasasbeh, R.T., Korenevskiy, N.A., Ionescu, F., Alshamasin, M.: Prediction and prenosological diagnostics of gastrointestinal tract diseases based on energy characteristics of acupuncture points and fuzzy logic. In: Processing of the 3rd International Conference on Bioinformatics and Biomedical Technology, pp. 307–312, Sanya, China (2011)

    Google Scholar 

  49. Al-Kasasbeh, R., Korenevskiy, N., Ionescou, F., Alshamasin, M., Kuzmin, A.: Synthesis of fuzzy logic for prediction and medical diagnostics by energy characteristics of acupuncture points. J. Acupunct. Meridian Stud. 4(3), 175–182 (2011)

    Article  Google Scholar 

  50. Al-Kasasbeh, R.T., Korenevskiy, N., Ionescou, F., Alshamasin, M., Kuzmin, A.: Prediction and prenosological diagnostics of heart diseases based on energy characteristics of acupuncture points and fuzzy logic. Comput. Methods Biomech. Biomed. Eng. 15, 1–9 (2012). https://doi.org/10.1080/10255842.2011.554644

    Article  Google Scholar 

  51. Al-Kasasbeh, R.T., Alshamasin, M.S., Ionescu, F., Korenevskiy, N.: Modelling and parameter estimation for operator intelligence in man-machine systems. IJMIC Int. J. Model. Identif. Control 15(1), 69–85 (2012). ISSN 1746-6180, Inderscience Publishing Ltd.

    Article  Google Scholar 

  52. Al-Kasasbeh, R.T., Zaubi, M.A.A., Korenevskiy, N., Al-Shawawreh, F., Alshamasin, M.S., Ionescu, F.: A biotech measurement software system using controlled features for determining the level of psycho-emotional tension on man-machine system operators by bio-active points based on fuzzy logic measures. Int. J. Model. Identif. Control 22(4), 375–395 (2014)

    Article  Google Scholar 

  53. Korenevskiy, N., Alshamasin, M., Al-kasasbeh, R.T., Anatolevich, K.R., Ionescu, F.: Prediction and prenosological diagnosis of stomach diseases based on energy characteristics of acupuncture points and fuzzy logic. Int. J. Model. Identif. Control 23(1), 55–67 (2015)

    Article  Google Scholar 

  54. Korenevskiy, N.A., Ionescu, F., Kuzmin, A.A., Al-Kasasbeh, R.T.: Prediction of occurrence, aggravation and prenosological diagnostics of osteochondrosis of a backbone’s lumbar region with use of reflexology methods. J. Biomed. Electron. 5, 60–64 (2009)

    Google Scholar 

  55. Korenevskiy, N.A., Ionescu, Fl., Kuzmin, A.A., Al-Kasasbeh, R.T.: The prognosis of early and differential diagnostics of diseases on the energetic dicbalance of acupuncture points and fuzzy logic. In: Proceedings of 2009 International Conference Medical–Ecological Information Technologies, Kursk, Russia, 26–29 May, pp. 155–169 (2009). ISBN 978-5-7681-0470-2

    Google Scholar 

  56. Korenevskiy, N.A., Krupchatnikov, R.A., Al-Kasasbeh, R.T.: Theoretical bases of biophysics of acupuncture with applications in medicine, psychology and ecology based on fuzzy network models, 528 p., TNT, Stary Oskol (2013)

    Google Scholar 

  57. Lukashov, M.I.: Determination of the level of prolonged physical fatigue as a risk factor for relapses of chronic diseases. In: Lukashov, M.I., Korenevskiy, N.A., Eremin, A.V., Filatova, O.I. (eds.) Biomedical Electronics, vol. 5, pp. 10–15 (2009)

    Google Scholar 

  58. Shutkin, A.N.: The use of hybrid fuzzy models to assess the degree of fatigue. In: Shutkin, A.N., Boytsova, E.A., Boytsov, A.V., Korenevskaya, S.N. (eds.) Izvestia Southwestern State University. Series: Management, Computing, Informatics. Medical instrumentation(2), 107–118(2015)

    Google Scholar 

  59. Shutkin, A.N., Shutkin, A.N., Boytsova, E.A., Starodubtseva, L.V.: Assessment of the level of fatigue using the theory of measurement of latent variables. Syst. Anal. Manag. Biomed. syst. 14(3), 553–561 (2015)

    Google Scholar 

  60. Titov, V.S., Mishustin, V.N., Novikov, A.V., Korovin, E.N.: Classification of functional states and assessment of phychoemotional strain and fatigue levels based on hybrid fuzzy models. Biomed. Eng. 47(4), 183–185 (2013)

    Article  Google Scholar 

  61. Ustinov, A., Boitsov, A., Korenevskaya, S., Khripina, E.: Intelligent medical systems with groups of fuzzy decision rules. In: Proceedings of the 10th Russian-German Conference on Biomedical Engineering, pp. 90–92, Saint Petersburg (2014)

    Google Scholar 

  62. Al-Kasasbeh, R.T., Korenevskiy, N.A., Aikeyeva, A.A., Rodionova, S.N., Shaqadan, A.A., Maksim, I.: Developing a biotech scheme using fuzzy logic model to predict occurrence of diseases using person’s functional state. Int. J. Comput. Appl. Technol. 62(3), 257–267 (2020)

    Article  Google Scholar 

  63. Al-Kasasbeh, R.T., Korenevskiy, N.A., Mukattash, A., Aikeyeva, A.A., Titov, D., Ilyash, M.U.: A biotech measurement scheme and software application for the level determination of a person’s functional reserve-based fuzzy logic rules. Int. J. Model. Identif. Control 33(3), 271–282 (2019)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Faculty of Engineering Technology, Al-Balqa Applied University, Amman, Jordan

    Riad Taha Al-Kasasbeh & Mahdi Salman Alshamasin

  2. South West State University, St. 50 Let Oktyabrya, 94, 305040, Kursk, Russia

    Nikolay Korenevskiy & Sofia Nikolaevna Rodionova

  3. Karaganda State Industrial University, 101400, Respubliki ave, Temirtau, Karagandy, Kazakhstan

    Altyn Amanzholovna Aikeyeva

  4. ITMO University Saint Petersburg National Research University of Information Technologies, Mechanics and Optics, Saint Petersburg, Russia

    Ilyash Maksim

  5. Faculty of Karak College, Al-Balqa Applied University, Kerak, Jordan

    Etab Taha Al-Kasasbeh

Authors
  1. Riad Taha Al-Kasasbeh
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Nikolay Korenevskiy
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Altyn Amanzholovna Aikeyeva
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Sofia Nikolaevna Rodionova
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Ilyash Maksim
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. Mahdi Salman Alshamasin
    View author publications

    You can also search for this author in PubMed Google Scholar

  7. Etab Taha Al-Kasasbeh
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Riad Taha Al-Kasasbeh .

Editor information

Editors and Affiliations

  1. Department of Pathology, College of Medicine, Royal University Hospital, University of Saskatchewan, Saskatoon, SK, Canada

    Jay Kalra

  2. Center for Applied Systems Engineering, Veterans Affairs, Indianapolis, IN, USA

    Nancy J. Lightner

Rights and permissions

Reprints and permissions

Copyright information

© 2020 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

Al-Kasasbeh, R.T. et al. (2020). The Influence of Ergonomics of Human-Machine Systems on the Emergence and Development of Cognitive Function Disorders. In: Kalra, J., Lightner, N. (eds) Advances in Human Factors and Ergonomics in Healthcare and Medical Devices. AHFE 2020. Advances in Intelligent Systems and Computing, vol 1205. Springer, Cham. https://doi.org/10.1007/978-3-030-50838-8_15

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-50838-8_15

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-50837-1

  • Online ISBN: 978-3-030-50838-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Search

Navigation