Skip to main content

2023 | OriginalPaper | Buchkapitel

Unknown-Unknown Risk Mitigation Through AI: Case of Covid-19

verfasst von : Mounir El Khatib, Amna Obaid, Fatima Al Mehyas, Fatma Ali Al Ali, Jawahir Abughazyain, Kayriya Alshehhi, Haitham M. Alzoubi, Muhammad Alshurideh

Erschienen in: The Effect of Information Technology on Business and Marketing Intelligence Systems

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The purpose of this study is to investigate how artificial intelligence can mitigate unknown-unknown risks, taking COVID-19 as a case. The utilization of this technology has helped with the risk management and mitigations process by providing efficient solutions. Today, the artificial intelligence of applications plays a critical role in containing the fast spread of COVID-19 virus and reducing the number of infected individuals. This research will explore how countries around the world have benefited from contact tracing applications. The research discussed the UAE Alhosn application compared to the applications developed by China, Australia, Thailand, France, South Korea to identify the best features and better utilization of AI technology in the applications. In addition, a mixed-method approach used in this research, and a combination of a qualitative and a quantitative approach to make a clear understanding of the topic and find out accurate results. For qualitative research, interviews were conducted with five people from different companies in the UAE. For quantitative research, ten questions survey was sent to a sample of 50 random respondents who are the users of Alhosn application. Domain analysis was used to organize the ideas and to generate other ideas. The research will also gather secondary data based on reviews of literature related to the research topic. Based on the gathered information and research results recommendations were given.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Aburayya, A., Alshurideh, M., Alawadhi, D., Alfarsi, A., Taryam, M., & Mubarak, S. (2020a). An investigation of the effect of lean six sigma practices on healthcare service quality and patient satisfaction: Testing the mediating role of service quality in dubai primary healthcare sector. Journal of Advanced Research in Dynamical and Control Systems, 12(8), 56–72. Aburayya, A., Alshurideh, M., Alawadhi, D., Alfarsi, A., Taryam, M., & Mubarak, S. (2020a). An investigation of the effect of lean six sigma practices on healthcare service quality and patient satisfaction: Testing the mediating role of service quality in dubai primary healthcare sector. Journal of Advanced Research in Dynamical and Control Systems, 12(8), 56–72.
Zurück zum Zitat Aburayya, A., Alshurideh, M., Al Marzouqi, A., Al Diabat, O., Alfarsi, A., Suson, R., Bash, M., & Salloum, S. A. (2020b). An empirical examination of the effect of TQM practices on hospital service quality: An assessment study in uae hospitals. Systematic Reviews in Pharmacy, 11(9). https://doi.org/10.31838/srp.2020a.9.51 Aburayya, A., Alshurideh, M., Al Marzouqi, A., Al Diabat, O., Alfarsi, A., Suson, R., Bash, M., & Salloum, S. A. (2020b). An empirical examination of the effect of TQM practices on hospital service quality: An assessment study in uae hospitals. Systematic Reviews in Pharmacy, 11(9). https://​doi.​org/​10.​31838/​srp.​2020a.​9.​51
Zurück zum Zitat Akhtar, A., Akhtar, S., Bakhtawar, B., Kashif, A. A., Aziz, N., & Javeid, M. S. (2021). COVID-19 detection from CBC using machine learning techniques. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 65–78. https://doi.org/10.54489/ijtim.v1i2.22 Akhtar, A., Akhtar, S., Bakhtawar, B., Kashif, A. A., Aziz, N., & Javeid, M. S. (2021). COVID-19 detection from CBC using machine learning techniques. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 65–78. https://​doi.​org/​10.​54489/​ijtim.​v1i2.​22
Zurück zum Zitat Alhamad, A. Q. M., Akour, I., Alshurideh, M., Al-Hamad, A. Q., Kurdi, B. A., & Alzoubi, H. (2021). Predicting the intention to use google glass: A comparative approach using machine learning models and PLS-SEM. International Journal of Data and Network Science, 5(3). https://doi.org/10.5267/j.ijdns.2021.6.002 Alhamad, A. Q. M., Akour, I., Alshurideh, M., Al-Hamad, A. Q., Kurdi, B. A., & Alzoubi, H. (2021). Predicting the intention to use google glass: A comparative approach using machine learning models and PLS-SEM. International Journal of Data and Network Science, 5(3). https://​doi.​org/​10.​5267/​j.​ijdns.​2021.​6.​002
Zurück zum Zitat AlHamad, A., Alshurideh, M., Alomari, K., Kurdi, B., Alzoubi, H., Hamouche, S., & Al-Hawary, S. (2022). The effect of electronic human resources management on organizational health of telecommuni-cations companies in Jordan. International Journal of Data and Network Science, 6(2), 429–438 AlHamad, A., Alshurideh, M., Alomari, K., Kurdi, B., Alzoubi, H., Hamouche, S., & Al-Hawary, S. (2022). The effect of electronic human resources management on organizational health of telecommuni-cations companies in Jordan. International Journal of Data and Network Science, 6(2), 429–438
Zurück zum Zitat Alhashmi, S. F. S., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2020). A systematic review of the factors affecting the artificial intelligence implementation in the health care sector. In Advances in intelligent systems and computing (vol. 1153). AISC. https://doi.org/10.1007/978-3-030-44289-7_4 Alhashmi, S. F. S., Alshurideh, M., Al Kurdi, B., & Salloum, S. A. (2020). A systematic review of the factors affecting the artificial intelligence implementation in the health care sector. In Advances in intelligent systems and computing (vol. 1153). AISC. https://​doi.​org/​10.​1007/​978-3-030-44289-7_​4
Zurück zum Zitat Alhosan UAE App. (2022). National emergency crisis and disaster management. Alhosan UAE App. (2022). National emergency crisis and disaster management.
Zurück zum Zitat Ali, N., Ahmed, A., Anum, L., Ghazal, T. M., Abbas, S., Khan, M. A., Alzoubi, H. M., & Ahmad, M. (2021). Modelling supply chain information collaboration empowered with machine learning technique. Intelligent Automation and Soft Computing, 30(1), 243–257. https://doi.org/10.32604/iasc.2021.018983 Ali, N., Ahmed, A., Anum, L., Ghazal, T. M., Abbas, S., Khan, M. A., Alzoubi, H. M., & Ahmad, M. (2021). Modelling supply chain information collaboration empowered with machine learning technique. Intelligent Automation and Soft Computing, 30(1), 243–257. https://​doi.​org/​10.​32604/​iasc.​2021.​018983
Zurück zum Zitat Ali, N., M. Ghazal, T., Ahmed, A., Abbas, S., A. Khan, M., Alzoubi, H., Farooq, U., Ahmad, M., & Adnan Khan, M. (2022). Fusion-based supply chain collaboration using machine learning techniques. Intelligent Automation & Soft Computing, 31(3), 1671–1687. https://doi.org/10.32604/iasc.2022.019892 Ali, N., M. Ghazal, T., Ahmed, A., Abbas, S., A. Khan, M., Alzoubi, H., Farooq, U., Ahmad, M., & Adnan Khan, M. (2022). Fusion-based supply chain collaboration using machine learning techniques. Intelligent Automation & Soft Computing, 31(3), 1671–1687. https://​doi.​org/​10.​32604/​iasc.​2022.​019892
Zurück zum Zitat Aljumah, A., Nuseir, M. T., & Alshurideh, M. T. (2021). The impact of social media marketing communications on consumer response during the COVID-19: Does the brand equity of a university matter. The Effect of Coronavirus Disease (COVID-19) on Business Intelligence, 334, 384–367. Aljumah, A., Nuseir, M. T., & Alshurideh, M. T. (2021). The impact of social media marketing communications on consumer response during the COVID-19: Does the brand equity of a university matter. The Effect of Coronavirus Disease (COVID-19) on Business Intelligence, 334, 384–367.
Zurück zum Zitat Alsharari, N. (2021). Integrating blockchain technology with internet of things to efficiency. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 1–13. Alsharari, N. (2021). Integrating blockchain technology with internet of things to efficiency. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 1–13.
Zurück zum Zitat Alshurideh, M. T., Al Kurdi, B., AlHamad, A. Q., Salloum, S. A., Alkurdi, S., Dehghan, A., Abuhashesh, M., & Masa’deh, R. (2021a). Factors affecting the use of smart mobile examination platforms by universities’ postgraduate students during the COVID-19 pandemic: An empirical study. Informatics, 8(2). https://doi.org/10.3390/informatics8020032 Alshurideh, M. T., Al Kurdi, B., AlHamad, A. Q., Salloum, S. A., Alkurdi, S., Dehghan, A., Abuhashesh, M., & Masa’deh, R. (2021a). Factors affecting the use of smart mobile examination platforms by universities’ postgraduate students during the COVID-19 pandemic: An empirical study. Informatics, 8(2). https://​doi.​org/​10.​3390/​informatics80200​32
Zurück zum Zitat Alshurideh, M. T., Hassanien, A. E., & Masa’deh, R. (2021b). The effect of coronavirus disease (COVID-19) on business intelligence. Springer. Alshurideh, M. T., Hassanien, A. E., & Masa’deh, R. (2021b). The effect of coronavirus disease (COVID-19) on business intelligence. Springer.
Zurück zum Zitat Alshurideh, Muhammad Turki, Al Kurdi, B., Alzoubi, H. M., Ghazal, T. M., Said, R. A., AlHamad, A. Q., Hamadneh, S., Sahawneh, N., & Al-kassem, A. H. (2022). Fuzzy assisted human resource management for supply chain management issues. Annals of Operations Research, 1–19. Alshurideh, Muhammad Turki, Al Kurdi, B., Alzoubi, H. M., Ghazal, T. M., Said, R. A., AlHamad, A. Q., Hamadneh, S., Sahawneh, N., & Al-kassem, A. H. (2022). Fuzzy assisted human resource management for supply chain management issues. Annals of Operations Research, 1–19.
Zurück zum Zitat Alzoubi, H., Alshurideh, M., Kurdi, B. A., & Inairat, M. (2020b). Do perceived service value, quality, price fairness and service recovery shape customer satisfaction and delight? A practical study in the service telecommunication context. Uncertain Supply Chain Management, 8(3), 579–588. https://doi.org/10.5267/j.uscm.2020.2.005CrossRef Alzoubi, H., Alshurideh, M., Kurdi, B. A., & Inairat, M. (2020b). Do perceived service value, quality, price fairness and service recovery shape customer satisfaction and delight? A practical study in the service telecommunication context. Uncertain Supply Chain Management, 8(3), 579–588. https://​doi.​org/​10.​5267/​j.​uscm.​2020.​2.​005CrossRef
Zurück zum Zitat Alzoubi, H., Alshurideh, M., Kurdi, B., Akour, I., & Aziz, R. (2022). Does BLE technology contribute towards improving marketing strategies, customers’ satisfaction and loyalty? The role of open innovation. International Journal of Data and Network Science, 6(2), 449–460.CrossRef Alzoubi, H., Alshurideh, M., Kurdi, B., Akour, I., & Aziz, R. (2022). Does BLE technology contribute towards improving marketing strategies, customers’ satisfaction and loyalty? The role of open innovation. International Journal of Data and Network Science, 6(2), 449–460.CrossRef
Zurück zum Zitat Alzoubi, H, Ahmed, G., Al-Gasaymeh, A., & Kurdi, B. (2020a). Empirical study on sustainable supply chain strategies and its impact on competitive priorities: The mediating role of supply chain collaboration. Management Science Letters, 10(3), 703–708. Alzoubi, H, Ahmed, G., Al-Gasaymeh, A., & Kurdi, B. (2020a). Empirical study on sustainable supply chain strategies and its impact on competitive priorities: The mediating role of supply chain collaboration. Management Science Letters, 10(3), 703–708.
Zurück zum Zitat Amarneh, B. M., Alshurideh, M. T., Al Kurdi, B. H., & Obeidat, Z. (2021). The impact of COVID-19 on E-learning: Advantages and challenges. The International Conference on Artificial Intelligence and Computer Vision, 75–89. Amarneh, B. M., Alshurideh, M. T., Al Kurdi, B. H., & Obeidat, Z. (2021). The impact of COVID-19 on E-learning: Advantages and challenges. The International Conference on Artificial Intelligence and Computer Vision, 75–89.
Zurück zum Zitat Aziz, N., & Aftab, S. (2021). Data mining framework for nutrition ranking: Methodology: SPSS modeller. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 85–95. Aziz, N., & Aftab, S. (2021). Data mining framework for nutrition ranking: Methodology: SPSS modeller. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 85–95.
Zurück zum Zitat Cruz, A. (2021). Convergence between blockchain and the internet of things. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 35–56. Cruz, A. (2021). Convergence between blockchain and the internet of things. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 35–56.
Zurück zum Zitat Dillet, R. (2020). French contact-tracing app StopCovid has been activated 1.8 million times but only sent 14 notifications. Dillet, R. (2020). French contact-tracing app StopCovid has been activated 1.8 million times but only sent 14 notifications.
Zurück zum Zitat Durbin, S. (2019). Reducing the risks posed by artificial intelligence. Durbin, S. (2019). Reducing the risks posed by artificial intelligence.
Zurück zum Zitat Eli, T. (2021). Students perspectives on the use of innovative and interactive teaching methods at the University of Nouakchott Al Aasriya, Mauritania: English department as a case study. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 90–104. Eli, T. (2021). Students perspectives on the use of innovative and interactive teaching methods at the University of Nouakchott Al Aasriya, Mauritania: English department as a case study. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 90–104.
Zurück zum Zitat Emirates News Agency-WAM. (2020a). Health sector launches new app “ALHOSN UAE” as part of efforts to contain COVID-19. Emirates News Agency-WAM. (2020a). Health sector launches new app “ALHOSN UAE” as part of efforts to contain COVID-19.
Zurück zum Zitat Emirates News Agency-WAM. (2020b). UAE public urged to join COVID-19 contact tracing app Alhosn to protect themselves, communities. Emirates News Agency-WAM. (2020b). UAE public urged to join COVID-19 contact tracing app Alhosn to protect themselves, communities.
Zurück zum Zitat Ghazal, T. M., Hasan, M. K., Alshurideh, M. T., Alzoubi, H. M., Ahmad, M., Akbar, S. S., Al Kurdi, B., & Akour, I. A. (2021). IoT for smart cities: Machine learning approaches in smart healthcare—a review. Future Internet, 13(8), 218. https://doi.org/10.3390/fi13080218CrossRef Ghazal, T. M., Hasan, M. K., Alshurideh, M. T., Alzoubi, H. M., Ahmad, M., Akbar, S. S., Al Kurdi, B., & Akour, I. A. (2021). IoT for smart cities: Machine learning approaches in smart healthcare—a review. Future Internet, 13(8), 218. https://​doi.​org/​10.​3390/​fi13080218CrossRef
Zurück zum Zitat Hamadneh, S., Pedersen, O., & Al Kurdi, B. (2021). An investigation of the role of supply chain visibility into the scottish bood supply chain. Journal of Legal, Ethical and Regulatory Issues, 24(Special Issue 1), 1–12. Hamadneh, S., Pedersen, O., & Al Kurdi, B. (2021). An investigation of the role of supply chain visibility into the scottish bood supply chain. Journal of Legal, Ethical and Regulatory Issues, 24(Special Issue 1), 1–12.
Zurück zum Zitat Hanaysha, J. R., Al Shaikh, M. E., & Alzoubi, H. M. (2021b). Importance of marketing mix elements in determining consumer purchase decision in the retail market. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 12(6), 56–72. Hanaysha, J. R., Al Shaikh, M. E., & Alzoubi, H. M. (2021b). Importance of marketing mix elements in determining consumer purchase decision in the retail market. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 12(6), 56–72.
Zurück zum Zitat Harahsheh, A. A., Houssien, A. M. A., & Alshurideh, M. T. (2021). The effect of transformational leadership on achieving effective decisions in the presence of psychological capital as an intermediate variable in private Jordanian. In The effect of coronavirus disease (COVID-19) on business intelligence (pp. 243–221). Springer Nature. Harahsheh, A. A., Houssien, A. M. A., & Alshurideh, M. T. (2021). The effect of transformational leadership on achieving effective decisions in the presence of psychological capital as an intermediate variable in private Jordanian. In The effect of coronavirus disease (COVID-19) on business intelligence (pp. 243–221). Springer Nature.
Zurück zum Zitat Huaxia. (2020). Thailand to launch COVID-19 tracing application to facilitate disease-control tracking of customers as shops reopen. Huaxia. (2020). Thailand to launch COVID-19 tracing application to facilitate disease-control tracking of customers as shops reopen.
Zurück zum Zitat Jin, Y.-H., Cai, L., Cheng, Z.-S., Cheng, H., Deng, T., Fan, Y.-P., Fang, C., Huang, D., Huang, L.-Q., & Huang, Q. (2020). A rapid advice guideline for the diagnosis and treatment of 2019 novel coronavirus (2019-nCoV) infected pneumonia (standard version). Military Medical Research, 7(1), 1–23.CrossRef Jin, Y.-H., Cai, L., Cheng, Z.-S., Cheng, H., Deng, T., Fan, Y.-P., Fang, C., Huang, D., Huang, L.-Q., & Huang, Q. (2020). A rapid advice guideline for the diagnosis and treatment of 2019 novel coronavirus (2019-nCoV) infected pneumonia (standard version). Military Medical Research, 7(1), 1–23.CrossRef
Zurück zum Zitat Joghee, S., Alzoubi, H. M., & Dubey, A. R. (2020). Decisions effectiveness of FDI investment biases at real estate industry: Empirical evidence from Dubai smart city projects. International Journal of Scientific and Technology Research, 9(3), 3499–3503. Joghee, S., Alzoubi, H. M., & Dubey, A. R. (2020). Decisions effectiveness of FDI investment biases at real estate industry: Empirical evidence from Dubai smart city projects. International Journal of Scientific and Technology Research, 9(3), 3499–3503.
Zurück zum Zitat Kashif, A. A., Bakhtawar, B., Akhtar, A., Akhtar, S., Aziz, N., & Javeid, M. S. (2021). Treatment response prediction in hepatitis C patients using machine learning techniques. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 79–89. https://doi.org/10.54489/ijtim.v1i2.24 Kashif, A. A., Bakhtawar, B., Akhtar, A., Akhtar, S., Aziz, N., & Javeid, M. S. (2021). Treatment response prediction in hepatitis C patients using machine learning techniques. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 79–89. https://​doi.​org/​10.​54489/​ijtim.​v1i2.​24
Zurück zum Zitat Lee, K., Azmi, N., Hanaysha, J., Alzoubi, H., & Alshurideh, M. (2022a). The effect of digital supply chain on organizational performance: An empirical study in Malaysia manufacturing industry. Uncertain Supply Chain Management, 10(2), 495–510.CrossRef Lee, K., Azmi, N., Hanaysha, J., Alzoubi, H., & Alshurideh, M. (2022a). The effect of digital supply chain on organizational performance: An empirical study in Malaysia manufacturing industry. Uncertain Supply Chain Management, 10(2), 495–510.CrossRef
Zurück zum Zitat Lee, K., Romzi, P., Hanaysha, J., Alzoubi, H., & Alshurideh, M. (2022b). Investigating the impact of benefits and challenges of IOT adoption on supply chain performance and organizational performance: An empirical study in Malaysia. Uncertain Supply Chain Management, 10(2), 537–550.CrossRef Lee, K., Romzi, P., Hanaysha, J., Alzoubi, H., & Alshurideh, M. (2022b). Investigating the impact of benefits and challenges of IOT adoption on supply chain performance and organizational performance: An empirical study in Malaysia. Uncertain Supply Chain Management, 10(2), 537–550.CrossRef
Zurück zum Zitat Leo, S., Alsharari, N. M., Abbas, J., & Alshurideh, M. T. (2021). From offline to online learning: A qualitative study of challenges and opportunities as a response to the COVID-19 pandemic in the UAE higher education context. The Effect of Coronavirus Disease (COVID-19) on Business Intelligence, 334, 203–217. Leo, S., Alsharari, N. M., Abbas, J., & Alshurideh, M. T. (2021). From offline to online learning: A qualitative study of challenges and opportunities as a response to the COVID-19 pandemic in the UAE higher education context. The Effect of Coronavirus Disease (COVID-19) on Business Intelligence, 334, 203–217.
Zurück zum Zitat Mehmood, T., Alzoubi, H. M., & Ahmed, G. (2019). Schumpeterian entrepreneurship theory: Evolution and relevance. Academy of Entrepreneurship Journal, 25(4). Mehmood, T., Alzoubi, H. M., & Ahmed, G. (2019). Schumpeterian entrepreneurship theory: Evolution and relevance. Academy of Entrepreneurship Journal, 25(4).
Zurück zum Zitat Mehmood, T. (2021). Does information technology competencies and fleet management practices lead to effective service delivery? Empirical evidence from E-commerce industry. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 14–41. Mehmood, T. (2021). Does information technology competencies and fleet management practices lead to effective service delivery? Empirical evidence from E-commerce industry. International Journal of Technology, Innovation and Management (IJTIM), 1(2), 14–41.
Zurück zum Zitat Radwan, N., & Farouk, M. (2021). The growth of Internet of Things (IoT) in the management of healthcare issues and healthcare policy development. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 69–84. https://doi.org/10.54489/ijtim.v1i1.8 Radwan, N., & Farouk, M. (2021). The growth of Internet of Things (IoT) in the management of healthcare issues and healthcare policy development. International Journal of Technology, Innovation and Management (IJTIM), 1(1), 69–84. https://​doi.​org/​10.​54489/​ijtim.​v1i1.​8
Zurück zum Zitat Shah, S. F., Alshurideh, M. T., Al-Dmour, A., & Al-Dmour, R. (2021). Understanding the influences of cognitive biases on financial decision making during normal and COVID-19 pandemic situation in the United Arab Emirates. In Studies in Systems, Decision and Control (vol. 334). https://doi.org/10.1007/978-3-030-67151-8_15 Shah, S. F., Alshurideh, M. T., Al-Dmour, A., & Al-Dmour, R. (2021). Understanding the influences of cognitive biases on financial decision making during normal and COVID-19 pandemic situation in the United Arab Emirates. In Studies in Systems, Decision and Control (vol. 334). https://​doi.​org/​10.​1007/​978-3-030-67151-8_​15
Zurück zum Zitat Whitelaw, S., Mamas, M. A., Topol, E., & Van Spall, H. G. C. (2020). Applications of digital technology in COVID-19 pandemic planning and response. The Lancet Digital Health, 2(8), e435–e440.CrossRef Whitelaw, S., Mamas, M. A., Topol, E., & Van Spall, H. G. C. (2020). Applications of digital technology in COVID-19 pandemic planning and response. The Lancet Digital Health, 2(8), e435–e440.CrossRef
Zurück zum Zitat Wikipedia. (2022). Template:COVID-19 pandemic data. Wikipedia. (2022). Template:COVID-19 pandemic data.
Metadaten
Titel
Unknown-Unknown Risk Mitigation Through AI: Case of Covid-19
verfasst von
Mounir El Khatib
Amna Obaid
Fatima Al Mehyas
Fatma Ali Al Ali
Jawahir Abughazyain
Kayriya Alshehhi
Haitham M. Alzoubi
Muhammad Alshurideh
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-12382-5_115

Premium Partner