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Robot-Based Security Management System for Smart Cities Using Machine Learning Techniques

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Cyber Security Impact on Digitalization and Business Intelligence

Abstract

Recently, smart cities are developing more slowly, gathering plenty of data and communication skills to improve service worth. Despite the smart city concept offerings many beneficial services, security management is still a significant problem because of shared threats and activities. The security aspects of smart cities should be constantly assessed to remove the unnecessary events employed to improve the superiority of the facilities to solve the issues. This study shows how robots are used in the smart city to manage privacy-related problems and actively learn how to forecast the superiority of facilities. Today, smart city development depends heavily on advancing technologies like the Internet of Things (IoT), Artificial Intelligence (AI), Blockchain, and Geospatial Technology. Machine learning, a branch of artificial intelligence, excels in security management systems. The proposed model may overwhelm the security challenges and presents how to keep and obtain their necessary robot-based security solutions by providing maintaining security services.

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References

  • Abbas, A., Abdelsamea, M. M., Gaber, M. M. (2020). Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network. Appl. Intell.

    Google Scholar 

  • Aburayya, A., Alshurideh, M., Al Marzouqi, A., Al Diabat, O., Alfarsi, A., Suson, R., Bash, M., & Salloum, S. A. (2020). An empirical examination of the effect of TQM practices on hospital service quality: An assessment study in UAE hospitals. System Review Pharmaceutical, 11, 347–362.

    Google Scholar 

  • Ahmad, A., Alshurideh, M. T., Al Kurdi, B. H., Salloum, & S. A. (2021). Factors impacts organization digital transformation and organization decision making during Covid19 pandemic. Efficience of Coronavirus Dises Business Intelligent, 95.

    Google Scholar 

  • Ahmed, G., & Amiri, N. A. (2022). The transformational leadership of the founding leaders of the United Arab Emirates: Sheikh Zayed Bin Sultan Al Nahyan and Sheikh Rashid Bin Saeed Al Maktoum. International Journal of Technology Innovation Management, 2, 1.

    Google Scholar 

  • 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 Management, 1, 65–78.

    Google Scholar 

  • Al Batayneh, R. M., Taleb, N., Said, R. A., Alshurideh, M. T., Ghazal, T. M., & Alzoubi, H. M. (2021). IT governance framework and smart services integration for future development of Dubai infrastructure utilizing AI and big data, its reflection on the citizens standard of living (pp. 235–247).

    Google Scholar 

  • Al Hamad, A. Q. (2016). Students’ perception of implementing a smart learning system (SLS) based on Moodle at Fujairah College. In 2016 13th International Conference on Remote Engineering and Virtual Instrumentation (REV) (pp. 315–318). IEEE.

    Google Scholar 

  • Al Hamad, A. Q., Al Omari, F., & Al Hamad, A. Q. (2014). Recommendation for managing patients’ privacy in an integrated health information network. Journal of Information Technology Economic Development, 5, 47.

    Google Scholar 

  • Al Shebli, K., Said, R. A., Taleb, N., Ghazal, T. M., Alshurideh, M. T., & Alzoubi, H. M. (2021). RTA’s employees’ perceptions toward the efficiency of artificial intelligence and big data utilization in providing smart services to the residents of Dubai. In The International Conference on Artificial Intelligence and Computer Vision (pp. 573–585).

    Google Scholar 

  • 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 Data Network Science, 5, 311–320.

    Article  Google Scholar 

  • Alhamad, A., Alshurideh, M., Alomari, K., Al Kurdi, B., Alzoubi, H., Hamouche, S., & Al-Hawary, S. (2022a). The effect of electronic human resources management on organizational health of telecommunications companies in Jordan. International Journal Data Network Science, 6, 429–438.

    Article  Google Scholar 

  • Alhamad, A., Alshurideh, M., Alomari, K., Hamouche, S., Al-Hawary, S., & Alzoubi, H. M. (2022b). The effect of electronic human resources management on organizational health of telecommunications companies in Jordan. International Journal Data Network Science, 6, 429–438.

    Article  Google Scholar 

  • 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. Advances in Intelligent Systems and Computing.

    Google Scholar 

  • Ali, A., Septyanto, A. W., Chaudhary, I., Hamadi, H. A., Alzoubi, H. M., & Khan, Z. F. (2022). Applied artificial intelligence as event horizon of cyber security. In 2022 International Conference on Business Analytics for Technology and Security (ICBATS) (pp. 1–7).

    Google Scholar 

  • 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. Efficiency of Coronavirus Diseases Business Intelligent, 334, 384–367.

    Google Scholar 

  • Alnuaimi, M., Alzoubi, H. M., Ajelat, D., & Alzoubi, A. A. (2021). Towards intelligent organisations: An empirical investigation of learning orientation’s role in technical innovation. International Journal of Innovation Learning, 29, 207–221.

    Article  Google Scholar 

  • AlShamsi, M., Salloum, S. A., Alshurideh, M., & Abdallah, S. (2021). Artificial intelligence and blockchain for transparency in governance. In Artificial intelligence for sustainable development: Theory, practice and future applications (pp. 219–230). Springer.

    Google Scholar 

  • Alsharari, N. (2022). The implementation of enterprise resource planning (ERP) in the United Arab Emirates: A case of Musanada corporation. International Journal of Innovation Management, 2, 1.

    Google Scholar 

  • Alshurideh, M. (2019). Do electronic loyalty programs still drive customer choice and repeat purchase behaviour? International Journal of Electronic Customer Relationship Management, 12.

    Google Scholar 

  • Alshurideh, M., Shaltoni, A., & Hijawi, D. (2014). Marketing communications role in shaping consumer awareness of cause-related marketing campaigns. International Journal of Market Study, 6, 163.

    Google Scholar 

  • Alshurideh, M., Gasaymeh, A., Ahmed, G., Alzoubi, H. M., & Kurd, B. A. (2020). Loyalty program effectiveness: Theoretical reviews and practical proofs. Uncertain Supply Chain Management, 8, 599–612.

    Article  Google Scholar 

  • Alshurideh, M. T., Kurdi, B. Al, AlHamad, A. Q., Salloum, S. A., Alkurdi, S., Dehghan, A., Abuhashesh, M. & Masa’deh, R. (2021). Factors affecting the use of smart mobile examination platforms by universities’ postgraduate students during the COVID 19 pandemic: an empirical study. In Informatics (p. 32). Multidisciplinary Digital Publishing Institute.

    Google Scholar 

  • Alshurideh, M., Kurdi, B., Alzoubi, H., Obeidat, B., Hamadneh, S., & Ahmad, A. (2022). The influence of supply chain partners’ integrations on organizational performance: The moderating role of trust. Uncertain Supply Chain Management, 10, 1191–1202.

    Article  Google Scholar 

  • Alyammahi, A., Alshurideh, M., Kurdi, B. A., & Salloum, S. A. (2021). The impacts of communication ethics on workplace decision making and productivity. Advance Intelligent in System Computer.

    Google Scholar 

  • Alzoubi, A. (2021). Renewable green hydrogen energy impact on sustainability performance. International Journal of Computer Information Manufacturing, 1, 94–105.

    Google Scholar 

  • Alzoubi, H., & Ahmed, G. (2019). Do TQM practices improve organisational success? A case study of electronics industry in the UAE. International Journal of Economic Business Resource, 17, 459–472.

    Google Scholar 

  • Alzoubi, H. M., & Yanamandra, R. (2020). Investigating the mediating role of information sharing strategy on agile supply chain. Uncertain Supply Chain Management, 8, 273–284.

    Article  Google Scholar 

  • Alzoubi, H. M., & Aziz, R. (2021). Does emotional intelligence contribute to quality of strategic decisions? The mediating role of open innovation. Journal Open Innovation Technology Market Complexity., 7, 130.

    Article  Google Scholar 

  • Alzoubi, H. M., Ahmed, G., Al-Gasaymeh, A., & Al Kurdi, B. (2020). Empirical study on sustainable supply chain strategies and its impact on competitive priorities: The mediating role of supply chain collaboration. Management Science Letter, 10, 703–708.

    Article  Google Scholar 

  • Alzoubi, H. M., Vij, M., Vij, A., & Hanaysha, J. R. (2021). What leads guests to satisfaction and loyalty in UAE five-star hotels? AHP analysis to service quality dimensions. Enlightening Tourism, 11, 102–135.

    Article  Google Scholar 

  • Alzoubi, H. M., Ghazal, T. M., Hasan, M. K., Alketbi, A., Kamran, R., Al-Dmour, N. A., & Islam, S. (2022a). Cyber security threats on digital banking. In 2022a 1st International Conference on AI in Cybersecurity (ICAIC) (pp. 1–4).

    Google Scholar 

  • Alzoubi, H. M., In’airat, M., & Ahmed, G. (2022b). Investigating the impact of total quality management practices and Six Sigma processes to enhance the quality and reduce the cost of quality: The case of Dubai. International Journal of Business Excellence, 27, 94–109.

    Article  Google Scholar 

  • Aziz, N., & Aftab, S. (2021). Data mining framework for nutrition ranking: Methodology: SPSS modeller. International Journal of Technology Innovation Management, 1, 85–95.

    Google Scholar 

  • Edward Probir Mondol. (2022). The Role of Vr games to minimize the obesity of video gamers. International Journal of Computer Information Manufacturing, 2, 1.

    Google Scholar 

  • 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 Management, 1, 90–104.

    Google Scholar 

  • Farouk, M. (2021). The universal artificial intelligence efforts to face coronavirus COVID-19. International Journal of Computer Information Manufacturing, 1, 77–93.

    Google Scholar 

  • Ghazal, T., Hasan, M., Alshurideh, M., M. Alzoubi, H., Ahmad, M., Akbar, S., Al Kurdi, B., & Akour, I. (2021a). IoT for smart cities: Machine learning approaches in smart healthcare-a review. Future Internet, 13, 218.

    Google Scholar 

  • Ghazal, T. M., Hasan, M. K., Alshurideh, M. T., Alzoubi, H. M., Ahmad, M., Akbar, S. S., Kurdi, B. A., & Akour, I. A. (2021b). IOT for smart cities: Machine learning approaches in smart healthcare–-a review. Future Internet, 13, 8.

    Article  Google Scholar 

  • Ghazal, T. M., Kamrul Hasan, M., Alzoubi, H. M., Al Hmmadi, M., Al-Dmour, N. A., Islam, S., Kamran, R., & Mago, B. (2022). Securing smart cities using blockchain technology. In 2022 1st International Conference on AI in Cybersecurity (ICAIC) (pp. 1–4).

    Google Scholar 

  • Hamadneh, S., Pedersen, O., Alshurideh, M., Kurdi, B. A., & Alzoubi, H. M. (2021). An investigation of the role of supply chain visibility into the Scottish blood supply chain. Journal of Legal Ethical Regulation Issues, 24, 1–12.

    Google Scholar 

  • Hammad, A., Bataineh, A., Alshurideh, M., & Salhab, H. (2022). Factors affecting healthcare providers to accept digital marketing: The moderating role of subjective norms. International Journal Data Network Science, 6, 1085–1098.

    Article  Google Scholar 

  • Hanaysha, J. R., Al-Shaikh, M. E., Joghee, S., & Alzoubi, H. M. (2021a). Impact of innovation capabilities on business sustainability in small and medium enterprises. FIIB Business Review, 11, 67–78.

    Article  Google Scholar 

  • Hanaysha, J. R., Shaikh, A., & M. E., A. (2021b). H. M. importance market mix element determining consumer purchases decision retail market 2, 56–72.

    Google Scholar 

  • 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 Management, 1, 79–89.

    Google Scholar 

  • El Khatib, M. M., Alzoubi, H. M., Ahmed, G., Kazim, H. H., Falasi, S. A. A. Al, Mohammed, F., & Mulla, M. A. (2022). Digital transformation and SMART-the analytics factor. In 2022 International Conference on Business Analytics for Technology and Security, ICBATS 2022 (pp. 1–11).

    Google Scholar 

  • Khan, R., Kulasiri, D., Samarasinghe, S. (2022). A multifarious exploration of synaptic tagging and capture hypothesis in synaptic plasticity: Development of an integrated mathematical model and computational experiments. Journal of Theoretical Biology. PubMed:36279957. https://doi.org/10.1016/j.jtbi.2022.111326

  • Kurdi, B. A., Alshurideh, M., Akour, I., Alzoubi, H. M., Obeidat, B., & Alhamad, A. (2022a). The role of digital marketing channels on consumer buying decisions through eWOM in the Jordanian markets. International Journal Data Network Science, 6, 1175–1185.

    Article  Google Scholar 

  • Kurdi, B. A., Alzoubi, H. M., Akour, I., & Alshurideh, M. T. (2022b). The effect of blockchain and smart inventory system on supply chain performance: Empirical evidence from retail industry. Uncertain Supply Chain Management, 10, 1111–1116.

    Article  Google Scholar 

  • Kurdi, B. A., Alshurideh, M., Akour, I., Alhamad, A., & Alzoubi, H. M. (2022c). The effect of social media influencers’ characteristics on consumer intention and attitude toward Keto products purchase intention. International Journal of Data and Network Science, 6, 1135–1146.

    Google Scholar 

  • Lee, K. L., Azmi, N. A. N., Hanaysha, J. R., Alzoubi, H. M., & Alshurideh, M. T. (2022a). The effect of digital supply chain on organizational performance: An empirical study in Malaysia manufacturing industry. Uncertain Supply Chain Management, 10, 495–510.

    Article  Google Scholar 

  • Lee, K. L., Romzi, P. N., Hanaysha, J. R., Alzoubi, H. M., & 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, 537–550.

    Article  Google Scholar 

  • Liu, Y., Zhang, W., Pan, S., Li, Y., & Chen, Y. (2020). Analyzing the robotic behavior in a smart city with deep enforcement and imitation learning using IoRT. Computer Communications, 150, 346–356.

    Article  Google Scholar 

  • Magaia, N., Fonseca, R., Muhammad, K., Segundo, A. H. F. N., Lira Neto, A. V., & De Albuquerque, V. H. C. (2021). Industrial internet-of-things security enhanced with deep learning approaches for smart cities. IEEE Internet of Things Journal, 8, 6393–6405.

    Article  Google Scholar 

  • Mehmood, T., Alzoubi, H. M., Alshurideh, M., Al-Gasaymeh, A., & Ahmed, G. (2019). Schumpeterian entrepreneurship theory: Evolution and relevance. Academic Entrepreneur Journal, 25, 1–10.

    Google Scholar 

  • Mondol, E. P. (2021). The impact of block chain and smart inventory system on supply chain performance at retail industry. International Journal of Computer Information Manufacturing, 1, 56–76.

    Google Scholar 

  • Naqvi, R., Soomro, T. R., Alzoubi, H. M., Ghazal, T. M. & Alshurideh, M. T. (2021). The nexus between big data and decision-making: A study of big data techniques and technologies. In The International Conference on Artificial Intelligence and Computer Vision (pp. 838–853).

    Google Scholar 

  • Obaid, A. J. (2021). Assessment of smart home assistants as an IoT. International Journal of Computer Information Manufacturing, 1, 18–38.

    Google Scholar 

  • Ponnusamy, M., & Alagarsamy, A. (2021). Traffic monitoring in smart cities using internet of things assisted robotics. Material Today Proceeding.

    Google Scholar 

  • Radwan, N. (2022). The internet’s role in undermining the credibility of the healthcare industry. International Journal of Computer Information Manufacturing, 2, 1.

    Google Scholar 

  • Rashid, M. M., Kamruzzaman, J., Hassan, M. M., Imam, T., & Gordon, S. (2020). Cyberattacks detection in IoT-based smart city applications using machine learning techniques. International Journal of Environmental Research and Public Health, 17, 1–21.

    Article  Google Scholar 

  • Ratkovic, N. (2022). Improving home security using blockchain. International Journal of Computer Information Manufacturing, 2, 1.

    Google Scholar 

  • Saad Masood Butt. (2022). Management and treatment of type 2 diabetes. International Journal of Computer Information Manufacturing, 2, 1.

    Google Scholar 

  • Salloum, S. A., Alshurideh, M., Elnagar, A., & Shaalan, K. (2020a). Mining in educational data: Review and future directions. In Joint European-US workshop on applications of invariance in computer vision (pp. 92–102). Springer.

    Google Scholar 

  • Salloum, S. A., Alshurideh, M., Elnagar, A., & Shaalan, K. (2020b). Machine learning and deep learning techniques for cybersecurity: A review. In Joint European-US workshop on applications of invariance in computer vision (pp. 50–57). Springer.

    Google Scholar 

  • Shahan, R., Nolan, T. M. & Benfey, P. N. (2021). Single-cell analysis of cell identity in the Arabidopsis root apical meristem: insights and opportunities. PubMed, 13; 72(19):6679–6686. https://doi.org/10.1093/jxb/erab228

  • Shamout, M., Ben-Abdallah, R., Alshurideh, M., Alzoubi, H., Al Kurdi, B., & Hamadneh, S. (2022). A conceptual model for the adoption of autonomous robots in supply chain and logistics industry. Uncertain Supply Chain Management, 10, 577–592.

    Article  Google Scholar 

  • Sweiss, N., Obeidat, Z. M., Al-Dweeri, R. M., Mohammad Khalaf Ahmad, A., Obeidat, M. A., & Alshurideh, M. (2021). The moderating role of perceived company effort in mitigating customer misconduct within online brand communities (OBC). Journal Market Communication, 1–24.

    Google Scholar 

  • Thangavel, C. S. P. (2018). A business model for digital services for smart cities in India. In Z. Mahmood (Ed.), Smart cities (pp. 263–280). Computer Communication Networks, Springer.

    Google Scholar 

  • Tiddi, I., Bastianelli, E., Daga, E., d’Aquin, M., & Motta, E. (2020). Robot-city interaction: Mapping the research landscape—A survey of the interactions between robots and modern cities. International Journal of Social Robotics, 12, 299–324.

    Article  Google Scholar 

  • Torrey, L., & Shavlik, J. (2009). Transfer learning. In Handbook of research on machine learning applications and trends: Algorithms, methods, and techniques (pp. 242–264). IGI Global.

    Google Scholar 

  • Victoria, V. (2022). Impact of process visibility and work stress to improve service quality: Empirical evidence From Dubai retail industry impact of process visibility and work stress to improve service quality: Empirical evidence From Dubai retail industry. International Journal of Technology Innovation Management, 2, 1.

    Google Scholar 

  • Xu, S., Liu, Q., Gong, B., Qi, F., Guo, S., Qiu, X., & Yang, C. (2020). RJCC: Reinforcement-learning-based joint communicational-and-computational resource allocation mechanism for smart City IoT. IEEE Internet of Things Journal, 7, 8059–8076.

    Article  Google Scholar 

  • Yousuf, H., Zainal, A. Y., Alshurideh, M., & Salloum, S. A. (2021). Artificial intelligence models in power system analysis. In Artificial intelligence for sustainable development: Theory, practice and future applications (pp. 231–242). Springer.

    Google Scholar 

  • Zafar, S. Z., Zhilin, Q., Mabrouk, F., Ramirez-Asis, E., Alzoubi, H. M., Hishan, S. S., & Michel, M. (2022). Empirical linkages between ICT, tourism, and trade towards sustainable environment: Evidence from BRICS countries. Economic Resources Istrazivanje, 37, 850–862.

    Google Scholar 

  • Zhang, K., Ni, J., Yang, K., Liang, X., Ren, J., & Shen, X. S. (2017). Security and privacy in smart city applications: Challenges and solutions. IEEE Communications Magazine, 55, 122–129.

    Article  Google Scholar 

  • Zhang, M., Wang, X., Sathishkumar, V. E., & Sivakumar, V. (2021). Machine learning techniques based on security management in smart cities using robots. Work, 68, 891–902.

    Article  Google Scholar 

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AlHamad, A.Q.M., Hamadneh, S., Nuseir, M.T., Alshurideh, M.T., Alzoubi, H.M., Al Kurdi, B. (2024). Robot-Based Security Management System for Smart Cities Using Machine Learning Techniques. In: Alzoubi , H.M., Alshurideh, M.T., Ghazal, T.M. (eds) Cyber Security Impact on Digitalization and Business Intelligence. Studies in Big Data, vol 117. Springer, Cham. https://doi.org/10.1007/978-3-031-31801-6_10

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