Fusion: Practice and Applications

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Volume 13 , Issue 1 , PP: 175-188, 2023 | Cite this article as | XML | Html | PDF | Full Length Article

A Framework Based on "One Belt, All Road" Strategy to Evaluate Regional Industry's Cluster Innovation Capacity

Sajad Ali Zearah 1 * , Maryam Ghassan Majeed 2 , Mohammed Brayyich 3 , Nabaa R. Wasmi Zaydan 4 , Aqeel Ali 5 , Marwan Qaid Mohammed6 6 , Venkatesan Rajinikanth 7

  • 1 Scientific Research Center, Al-ayen University, Thi-Qar, Iraq - (sajad@alayen.edu.iq)
  • 2 Technical Computer Engineering Department, Al-Kunooze University College, Basrah, Iraq - (Maryam.Ghassan@Kunoozu.Edu.Iq)
  • 3 College of National Technical Engineering, Department of Medical Devices Engineering - (m.r.brayyich@nust.edu.iq)
  • 4 Computer Technologies Engineering, Al-Turath University College, Baghdad, Iraq - (nabaasumaedaa@gmail.com)
  • 5 Medical instruments engineering techniques, Al-farahidi University, Baghdad, Iraq - (Aqeel Ali@uoalfarahidi.edu.iq)
  • 6 Fraunhofer IVI,85051, Ingolstadt, Germany - (marwan.qaid.mohammed@ivi.fraunhofer.de)
  • 7 Department of Computer Science and Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai 602105, India - (v.rajinikanth@ieee.org)
  • Doi: https://doi.org/10.54216/FPA.130114

    Received: April 19, 2023 Revised: June 16, 2023 Accepted: September 13, 2023
    Abstract

    Expanding the industrial component through investment in R&D is a crucial objective of the region's current industrial strategy. Significant research and investment opportunities must complement the effectiveness of the region's industrial policy. Few studies have attempted to understand the interactions between inter-organizational clusters and the capacity to sustain those clusters; most studies on innovation capacity focus on the business level. This article suggests using the One Belt All Road (OBAR) strategic framework to assess regional industry's cluster innovation capacity (CIC) and international trade and investment. The cluster innovation capability was developed using a theoretical framework through qualitative textual assessment. As a result, information management, diffusion, and acquisition capacity are the three primary abilities that make up the cluster innovation capacity. The degree of investment effort in the region's industrial sectors and the factors influencing corporate innovation have been found to be correlated. The research highlighted obstacles and potential remedies for encouraging creative thinking and financial backing among regional manufacturers. Compared to the current system, the suggested system (OBAR) achieves superior results in accuracy (87.6%), system dependability (94.8%), the F-1 measure (87.1%), and error rate (8.1%).

    Keywords :

    Cluster Innovation , Overseas Investment , Regional Industry , One Belt All Road , and Industrial Policy.

    References

    [1]  Bashir MF, Benjiang MA, Qin Y, Bashir MA. Evaluation of One Belt One Road publications: a bibliometric and literature review analysis. Environmental Science and Pollution Research. 2021 May 28:1-5.

    [2]  Liu Z, Schindler S, Liu W. Demystifying Chinese overseas investment in infrastructure: Port development, the Belt and Road Initiative and regional development. Journal of Transport Geography. 2020 Jul 1;87:102812.

    [3]  Chen J, Fei Y, Lee PT, Tao X. Overseas port investment policy for China's central and local governments in the Belt and Road Initiative. Journal of Contemporary China. 2019 Mar 4;28(116):196-215.

    [4]  Zhao S, Wang X, Hu X, Li D. Evaluation Research on Planning Implementation of Chinese Overseas Economic and Trade Cooperation Zones along the Belt and Road: Evidence from Longjiang Industrial Park, Vietnam. Sustainability. 2020 Jan;12(20):8488.

    [5]  Chhetri P, Nkhoma M, Peszynski K, Chhetri A, Lee PT. Global logistics city concept: a cluster-led strategy under the Belt and Road initiative. Maritime Policy & Management. 2018 Apr 3;45(3):319-35.

    [6]  Dora, J. R., & Nemoga, K. (2021). Clone node detection attacks and mitigation mechanisms in static wireless sensor networks. Journal of Cybersecurity and Privacy1(4), 553-579.

    [7]  Bethi, S., & Moparthi, N. R. (2022). Effective neighbor node discovery using improved Bayesian clock synchronization‐gossip routing protocol in mobile low duty cycle wireless sensor network. Concurrency and Computation: Practice and Experience34(11), e6880.

    [8]  Tai, K. Y., Liu, B. C., Hsiao, C. H., Tsai, M. C., & Lin, F. Y. S. (2023). A Near-Optimal Energy Management Mechanism Considering QoS and Fairness Requirements in Tree Structure Wireless Sensor Networks. Sensors23(2), 763.

    [9]  Gheisari, M., Najafabadi, H. E., Alzubi, J. A., Gao, J., Wang, G., Abbasi, A. A., & Castiglione, A. (2021). OBPP: An ontology-based framework for privacy-preserving in IoT-based smart city. Future Generation Computer Systems, 123, 1-13.

    [10]          Billah, M. F. R. M., Saoda, N., Gao, J., & Campbell, B. (2021, May). BLE Can See: A Reinforcement Learning Approach for RF-based Indoor Occupancy Detection. In Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021) (pp. 132-147).

    [11]          Mohammadi, M., Samizadeh, M., Pouya, S. & Arabahmadi, R. (2023). Examining the Mediating Effect of Knowledge Management on the Relationship Between Organizational Culture and Organizational Performance. Journal of Soft Computing and Decision Analytics, 1(1), 63-79. https://doi.org/10.31181/jscda1120235

    [12]          Yassine, S., & Stanulov, A. (2024). A Comparative Analysis Of Machine Learning Algorithms For The Purpose Of Predicting Norwegian Air Passenger Traffic. International Journal of Mathematics, Statistics, and Computer Science, 2, 28–43. https://doi.org/10.59543/ijmscs.v2i.7851

    [13]          Goyat R, Kumar G, Alazab M, Saha R, Thomas R, Rai MK. A secure localization scheme based on trust assessment for WSNs using blockchain technology. Future Generation Computer Systems. 2021 Dec 1;125:221-31.

    [14]          Du, X., Chen, X., Lu, Z., Duan, Q., Wang, Y., Wu, J., & Hung, P. C. (2023). A Blockchain-Assisted Intelligent Edge Cooperation System for IoT Environments with Multi-Infrastructure Providers. IEEE Internet of Things Journal.

    [15]          Kim, H. M., & Lee, K. H. (2022). IIoT Malware Detection Using Edge Computing and Deep Learning for Cybersecurity in Smart Factories. Applied Sciences12(15), 7679.

    [16]          Rizvi, H. H., Khan, S. A., Enam, R. N., Naseem, M., Nisar, K., & Rawat, D. B. (2022). Adaptive energy efficient circular spinning protocol for dynamic cluster based UWSNs. IEEE Access10, 61937-61950.

    [17]          Zhang R, Jackson Samuel RD. Fuzzy efficient energy smart home management system for renewable energy resources. Sustainability. 2020 Jan;12(8):3115.

    [18]          Liu Y, Peng J, Kang J, Iliyasu AM, Niyato D, Abd El-Latif AA. A secure federated learning framework for 5G networks. IEEE Wireless Communications. 2020 Aug 18;27(4):24-31.

    [19]          Younan M, Houssein EH, Elhoseny M, Ali AE. Performance analysis for similarity data fusion model for enabling time series indexing in internet of things applications. PeerJ Computer Science. 2021 May 20;7:e500.

    [20]          Wei, H., Kashyap, G., Nian, D., & Lin, W. (2022). V2I-Based Intelligent Mobility Data Fusion for Self-Adaptive Traffic Signal Control. In International Conference on Transportation and Development 2022 (pp. 200-211).

    [21]          Zhang R, Jackson Samuel RD. Fuzzy efficient energy smart home management system for renewable energy resources. Sustainability. 2020 Jan;12(8):3115.

    [22]          Nie X, Fan T, Wang B, Li Z, Shankar A, Manickam A. Big data analytics and IoT in operation safety management in under water management. Computer Communications. 2020 Mar 15;154:188-96.

    [23]          Agudelo GE, Marín CE, Gaona-Garcia PA. Computational Model to Support the Detection of Profiles of Missing Person in Colombia. Inteligencia Artificial. 2021 Apr 26;24(67):121-8.

    [24]          Yang F, Wen X, Aziz A, Luhach AK. The need for local adaptation of smart infrastructure for sustainable economic management. Environmental Impact Assessment Review. 2021 May 1;88:106565.

    [25]          Kapoor A, Oze D, Shankar A. IoT Aided Smart Light Sensing Automation using Passive Infrared Sensors. In2020 International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE) 2020 Oct 9 (pp. 208-212). IEEE.

    [26]          Ali, M.H., Al-Azzawi, W.K., Jaber, M., Abd, S.K., Alkhayyat, A., and Rasool, Z.I., 2022. Improving coal mine safety with internet of things (IoT) based Dynamic Sensor Information Control System. Physics and Chemistry of the Earth, 128.

    [27]          Srivastava AK, Grotjahn R, Ullrich PA, Sadegh M. Pooling data improves multimodel IDF estimates over median-based IDF estimates: Analysis over Susquehanna and Florida. Journal of Hydrometeorology. 2021 Feb 9.

    [28]          Ali, S.M., Elameer, A.S., and Jaber, M.M., 2021. IoT network security using autoencoder deep neural network and channel access algorithm. Journal of Intelligent Systems, 31(1), pp.95–103.

    [29]          Vijayakumar KP, Kumar KP, Kottilingam K, Karthick T, Vijayakumar P, Ganeshkumar P. An adaptive neuro-fuzzy logic based jamming detection system in WSN. Soft Computing. 2019 Apr;23(8):2655-67.

    [30]          Shanmugam L, Mani P, Joo YH. Stabilization of event-triggered-based neural network control system and its application to wind power generation systems. IET Control Theory & Applications. 2020 Jun 22;14(10):1321-33.

    [31]          Zhao S, Yan Y, Han J. Industrial Land Change in Chinese Silk Road Cities and Its Influence on Environments. Land. 2021 Aug;10(8):806.

    [32]          Kowalski AM, Mackiewicz M. Commonalities and Differences of Cluster Policy of Asian Countries; Discussion on Cluster Open Innovation. Journal of Open Innovation: Technology, Market, and Complexity. 2021 Mar;7(1):21.

    [33]          Guo R, Zhao H, Zhang Y. Has "The Belt and Road" initiative promoted regional economic growth and economic innovation?. InE3S Web of Conferences 2021 (Vol. 275, p. 03020). EDP Sciences.

    [34]          Ostashko T, Olefir V, Venger V, Boiko O. A Comparative Analysis of the Trade and Industrial Policies of Ukraine and China in the Context of the Obor Initiative. Comparative Economic Research. Central and Eastern Europe. 2021 Jun 30;24(2):119-36.

    [35]          Zhang Z, He W, An M, Degefu DM, Yuan L, Shen J, Liao Z, Wu X. Water security assessment of China's One Belt and One Road region. Water. 2019 Mar;11(3):607.

    [36]          Ye, C., Li, S., Zhuang, L., & Zhu, X. (2020). A comparison and case analysis between domestic and overseas industrial parks of China since the Belt and Road Initiative. Journal of Geographical Sciences30, 1266-1282.

    [37]          Wu Z, Hou G, Xin B. Has the Belt and Road Initiative brought new opportunities to countries along the routes to participate in global value chains?. SAGE Open. 2020 Jan;10(1):2158244020902088.

    [38]          Schuhbert A, Thees H, Herbold V, Weinreiter J, Kantsperger M. Cultural tourism routes as incubators for innovation and economic diversification: A potential analysis in the framework of the new silk road initiative in Azerbaijan. Zeitschrift für Wirtschaftsgeographie. 2020 Nov 1;64(4):211-32.

    [39]          Chen JL. The Cases Study of "One Belt and One Road" and "Made in China 2025" Impact on the Development of Taiwan's Machine Tool Industry. International Business Research. 2018;11(2).

    [40]          Pechlaner H, Thees H, Manske-Wang W, Scuttari A. Local service industry and tourism development through the global trade and infrastructure project of the New Silk Road–the example of Georgia. The Service Industries Journal. 2021 Jun 11;41(7-8):553-79.

    [41]          Chen J, Liu Y, Liu W. Investment facilitation and China's outward foreign direct investment along the Belt and road. China Economic Review. 2020 Jun 1;61:101458.

    [42]          Yang J, Černevičiūtė J. Cultural and Creative Industries (CCI) and sustainable development: China's cultural industries clusters. Entrepreneurship and Sustainability Issues. 2017 Dec 29;5(2):231-

    [43]          Beran, D., Laing, R. O., Kaplan, W., Knox, R., Sharma, A., Wirtz, V. J., ... & Ewen, M. (2019). A perspective on global access to insulin: a descriptive study of the market, trade flows and prices. Diabetic medicine36(6), 726-733.

    Cite This Article As :
    Ali, Sajad. , Ghassan, Maryam. , Brayyich, Mohammed. , R., Nabaa. , Ali, Aqeel. , Qaid, Marwan. , Rajinikanth, Venkatesan. A Framework Based on "One Belt, All Road" Strategy to Evaluate Regional Industry's Cluster Innovation Capacity. Fusion: Practice and Applications, vol. , no. , 2023, pp. 175-188. DOI: https://doi.org/10.54216/FPA.130114
    Ali, S. Ghassan, M. Brayyich, M. R., N. Ali, A. Qaid, M. Rajinikanth, V. (2023). A Framework Based on "One Belt, All Road" Strategy to Evaluate Regional Industry's Cluster Innovation Capacity. Fusion: Practice and Applications, (), 175-188. DOI: https://doi.org/10.54216/FPA.130114
    Ali, Sajad. Ghassan, Maryam. Brayyich, Mohammed. R., Nabaa. Ali, Aqeel. Qaid, Marwan. Rajinikanth, Venkatesan. A Framework Based on "One Belt, All Road" Strategy to Evaluate Regional Industry's Cluster Innovation Capacity. Fusion: Practice and Applications , no. (2023): 175-188. DOI: https://doi.org/10.54216/FPA.130114
    Ali, S. , Ghassan, M. , Brayyich, M. , R., N. , Ali, A. , Qaid, M. , Rajinikanth, V. (2023) . A Framework Based on "One Belt, All Road" Strategy to Evaluate Regional Industry's Cluster Innovation Capacity. Fusion: Practice and Applications , () , 175-188 . DOI: https://doi.org/10.54216/FPA.130114
    Ali S. , Ghassan M. , Brayyich M. , R. N. , Ali A. , Qaid M. , Rajinikanth V. [2023]. A Framework Based on "One Belt, All Road" Strategy to Evaluate Regional Industry's Cluster Innovation Capacity. Fusion: Practice and Applications. (): 175-188. DOI: https://doi.org/10.54216/FPA.130114
    Ali, S. Ghassan, M. Brayyich, M. R., N. Ali, A. Qaid, M. Rajinikanth, V. "A Framework Based on "One Belt, All Road" Strategy to Evaluate Regional Industry's Cluster Innovation Capacity," Fusion: Practice and Applications, vol. , no. , pp. 175-188, 2023. DOI: https://doi.org/10.54216/FPA.130114