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Facilitating big-data management in modern business and organizations using cloud computing: a comprehensive study

Published online by Cambridge University Press:  08 April 2022

Wenhao Qi Open the ORCID record for Wenhao Qi [Opens in a new window] ,
Meng Sun  and
Seyed Reza Aghaseyed Hosseini
Wenhao Qi
Affiliation:
School of Economics and Management, Jilin Agricultural University, Changchun, Jilin 130118, China
Meng Sun*
Affiliation:
Center for Northeast Asian Studies, Jilin University, Changchun, Jilin 130012, China
Seyed Reza Aghaseyed Hosseini
Affiliation:
S P Jain School of Global Management, Sydney, Australia California Miramar University, California, USA
*
Author for correspondence: Meng Sun, E-mail: sunmeng58523@163.com
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Abstract

Modern digital life has produced big data in modern businesses and organizations. To derive information for decision-making from these enormous data sets, a lot of work is required at several levels. The storage, transmission, processing, mining, and serving of big data create problems for digital domains. Despite several efforts to implement big data in businesses, basic issues with big data remain (particularly big-data management (BDM)). Cloud computing, for example, provides companies with well-suited, cost-effective, and consistent on-demand services for big data and analytics. This paper introduces the modern systems for organizational BDM. This article analyzes the latest research to manage organization-generated data using cloud computing. The findings revealed several benefits in integrating big data and cloud computing, the most notable of which is increased company efficiency and improved international trade. This study also highlighted some hazards in the sophisticated computing environment. Cloud computing has the potential to improve corporate management and accountants' jobs significantly. This article's major contribution is to discuss the demands, advantages, and problems of using big data and cloud computing in contemporary businesses and institutions.

Keywords

Big databig-data managementcloud computingmodern managementorganizationssecurity

Information

Type
Research Article
Information
Journal of Management & Organization , Volume 29 , Issue 4: The Role of New ICT-based Systems in Modern Management , July 2023 , pp. 697 - 723
Copyright
© Cambridge University Press and Australian and New Zealand Academy of Management 2022

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References

Aceto, G., Persico, V., & Pescapé, A. (2020). Industry 4.0 and health: Internet of Things, big data, and cloud computing for healthcare 4. Journal of Industrial Information Integration, 18, 100129.CrossRefGoogle Scholar
Agarwal, M., & Srivastava, G. M. S. (2019). ‘Big’ data management in cloud computing environment. In Harmony search and nature inspired optimization algorithms (Vol. 741, pp. 707–716). Springer.CrossRefGoogle Scholar
Almeida, W. H. C., de Aguiar Monteiro, L., de Lima, A. C., Hazin, R. R., & Escobar, F. (2019). Survey on Trends in Big Data: Data Management, Integration and Cloud Computing Environment.Google Scholar
Amato, F., & Moscato, F. (2016). Automatic cloud services composition for big data management. Paper presented at the 2016 30th International Conference on Advanced Information Networking and Applications Workshops (WAINA).CrossRefGoogle Scholar
Anshari, M., Alas, Y., & Guan, L. S. (2016). Developing online learning resources: Big data, social networks, and cloud computing to support pervasive knowledge. Education and Information Technologies, 21(6), 1663–1677.CrossRefGoogle Scholar
Anuradha, D., & Bhuvaneshwari, S. (2014). A detailed review on agent-based computing in hybrid multi cloud to handle the big data issues by improving the performance of cloud management. International Journal of Computer Applications, 975, 8887.Google Scholar
Aslam, K. N., & Swaraj, K. (2019). Data deduplication with encrypted big data management in cloud computing. Paper presented at the 2019 International Conference on Communication and Electronics Systems (ICCES).CrossRefGoogle Scholar
Ayala, I. D. C. L., Vega, M., & Vargas-Lombardo, M. (2013). Emerging threats, risk and attacks in distributed systems: Cloud computing. In Innovations and advances in computer, information, systems sciences, and engineering (Vol. 152, pp. 37–51): Springer.CrossRefGoogle Scholar
Baek, J., Vu, Q. H., Liu, J. K., Huang, X., & Xiang, Y. (2014). A secure cloud computing based framework for big data information management of smart grid. IEEE Transactions on Cloud Computing, 3(2), 233–244.CrossRefGoogle Scholar
Bagheri, M., Nurmanova, V., Abedinia, O., Naderi, M. S., Ghadimi, N., & Naderi, M. S. (2018). Impacts of renewable energy sources by battery forecasting on smart power systems. Paper presented at the 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC/I&CPS Europe).CrossRefGoogle Scholar
Cao, Z., Lin, J., Wan, C., Song, Y., Zhang, Y., & Wang, X. (2016). Optimal cloud computing resource allocation for demand side management in smart grid. IEEE Transactions on Smart Grid, 8(4), 1943–1955.Google Scholar
Celesti, A., Fazio, M., Romano, A., & Villari, M. (2016). A hospital cloud-based archival information system for the efficient management of HL7 big data. Paper presented at the 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), (pp. 406–411).CrossRefGoogle Scholar
Chaudhary, R., Aujla, G. S., Kumar, N., & Rodrigues, J. J. (2018). Optimized big data management across multi-cloud data centers: Software-defined-network-based analysis. IEEE Communications Magazine, 56(2), 118–126.CrossRefGoogle Scholar
Chaudhuri, S. (2012). What next? A half-dozen data management research goals for big data and the cloud. Paper presented at the Proceedings of the 31st ACM SIGMOD-SIGACT-SIGAI symposium on Principles of Database Systems.Google Scholar
Chen, J., & Dou, H. (2020). The information strategy of university education and teaching management in the era of cloud computing and big data. Paper presented at the International conference on Big Data Analytics for Cyber-Physical-Systems.Google Scholar
Chen, D., Gao, H., & Ma, Y. (2021a). Human capital-driven acquisition: Evidence from the inevitable disclosure doctrine. Management Science, 67(8), 4643–4664.CrossRefGoogle Scholar
Chen, J., Liu, Y., Xiang, Y., & Sood, K. (2021b). RPPTD: Robust privacy-preserving truth discovery scheme. IEEE Systems Journal, 15, 1–8.Google Scholar
Chen, Y., & Sivakumar, V. (2021). Investigation of finance industry on risk awareness model and digital economic growth. Annals of Operations Research, 310, 1–22.Google Scholar
Cheng, H., Shojafar, M., Alazab, M., Tafazolli, R., & Liu, Y. (2021). PPVF: Privacy-preserving protocol for vehicle feedback in cloud-assisted VANET. IEEE Transactions on Intelligent Transportation Systems, 22, 1–13.Google Scholar
Chiuchisan, I., Costin, H.-N., & Geman, O. (2014). Adopting the Internet of Things technologies in health care systems. Paper presented at the 2014 International Conference and Exposition on Electrical and Power Engineering (EPE).CrossRefGoogle Scholar
Das, A. K., Adhikary, T., Razzaque, M. A., Alrubaian, M., Hassan, M. M., Uddin, M. Z., & Song, B. (2017). Big media healthcare data processing in cloud: A collaborative resource management perspective. Cluster Computing, 20(2), 1599–1614.CrossRefGoogle Scholar
Dehghani, M., Ghiasi, M., Niknam, T., Kavousi-Fard, A., Shasadeghi, M., Ghadimi, N., & Taghizadeh-Hesary, F. (2020). Blockchain-based securing of data exchange in a power transmission system considering congestion management and social welfare. Sustainability, 13(1), 1–1.CrossRefGoogle Scholar
Dehghani, M., Ghiasi, M., Niknam, T., Kavousi-Fard, A., Shasadeghi, M., Ghadimi, N., & Taghizadeh-Hesary, F. (2021). Blockchain-based securing of data exchange in a power transmission system considering congestion management and social welfare. Sustainability, 13(1), 90.CrossRefGoogle Scholar
Esmailiyan, M., Amerizadeh, A., Vahdat, S., Ghodsi, M., Doewes, R. I., & Sundram, Y. (2021). Effect of different types of aerobic exercise on individuals with and without hypertension: An updated systematic review. Current Problems in Cardiology, 47, 101034. doi: https://doi.org/10.1016/j.cpcardiol.2021.101034.Google Scholar
Ganguly, S., Consul, A., Khan, A., Bussone, B., Richards, J., & Miguel, A. (2016). A practical approach to hard disk failure prediction in cloud platforms: Big data model for failure management in datacenters. Paper presented at the 2016 IEEE Second International Conference on Big Data Computing Service and Applications (BigDataService).CrossRefGoogle Scholar
Grander, G., da Silva, L. F., & Gonzalez, E. D. R. S. (2021). Big data as a value generator in decision support systems: A literature review. Revista de Gestão, 28, 205–222.CrossRefGoogle Scholar
Gupta, S., & Godavarti, R. (2020). IoT data management using cloud computing and big data technologies. International Journal of Software Innovation (IJSI), 8(4), 50–58.CrossRefGoogle Scholar
Hameurlain, A., & Morvan, F. (2015). Big data management in the cloud: Evolution or crossroad? Beyond databases, architectures and structures. Advanced technologies for data mining and knowledge discovery (Vol. 613, pp. 23–38). BDAS 2015 2016. Cham: Communications in Computer and Information Science, Springer.CrossRefGoogle Scholar
Heidari, A., Jabraeil Jamali, M. A., Jafari Navimipour, N., & Akbarpour, S. (2020). Internet of Things offloading: Ongoing issues, opportunities, and future challenges. International Journal of Communication Systems, 33(14), e4474.CrossRefGoogle Scholar
Heidari, A., & Navimipour, N. J. (2021). Service discovery mechanisms in cloud computing: A comprehensive and systematic literature review. Kybernetes, 51, 952–981.CrossRefGoogle Scholar
Hey, A. J., Tansley, S., & Tolle, K. M. (2009). The fourth paradigm: Data-intensive scientific discovery (Vol. 1). Redmond, WA: Microsoft Research.Google Scholar
Hu, T., Wang, S., She, B., Zhang, M., Huang, X., Cui, Y., … Wang, X. (2021). Human mobility data in the COVID-19 pandemic: Characteristics, applications, and challenges. International Journal of Digital Earth, 14, 1126–1147.CrossRefGoogle Scholar
Hu, H., Wen, Y., Chua, T.-S., & Li, X. (2014). Toward scalable systems for big data analytics: A technology tutorial. IEEE Access, 2, 652–687.CrossRefGoogle Scholar
Huang, J., Guo, P., Xie, Q., & Meng, X. (2015). Cloud services platform based on big data analytics and its application in livestock management and marketing. Proceedings of Science, 18, 2015.Google Scholar
Hussien, N. S., & Sulaiman, S. (2016). Mobile cloud computing architecture on data management for big data storage. International Journal of Advances in Soft Computing and its Applications, 8, 139–160.Google Scholar
Inamdar, Z., Raut, R., Narwane, V. S., Gardas, B., Narkhede, B., & Sagnak, M. (2020). A systematic literature review with bibliometric analysis of big data analytics adoption from period 2014 to 2018. Journal of Enterprise Information Management, 34, 101–139.CrossRefGoogle Scholar
Ionescu, L., & Andronie, M. (2021). Big data management and cloud computing: Financial implications in the digital world. Paper presented at the SHS Web of Conferences.CrossRefGoogle Scholar
Islam, M. T., & Buyya, R. (2019). Resource management and scheduling for big data applications in cloud computing environments. In Handbook of research on cloud computing and Big data applications in IoT (pp. 1–23). Australia: IGI Global.Google Scholar
Jain, N. (2020). Secured cloud computing for data management using big data for small and medium educational institutions. International Journal of Computer Engineering and Technology, 11(2), 21–30.Google Scholar
Jamali, J., Bahrami, B., Heidari, A., Allahverdizadeh, P., & Norouzi, F. (2020). Towards the Internet of Things.Google Scholar
Kars-Unluoglu, S., & Kevill, A. (2021). Emotional foundations of capability development: An exploration in the SME context. Journal of Management & Organization, 27, 1–20.CrossRefGoogle Scholar
Kaseb, A. S., Mohan, A., & Lu, Y.-H. (2015). Cloud resource management for image and video analysis of big data from network cameras. Paper presented at the 2015 International Conference on Cloud Computing and Big Data (CCBD).CrossRefGoogle Scholar
Khan, S., Shakil, K. A., & Alam, M. (2016). Cloud-based big data management and analytics for scholarly resources: Current trends, challenges and scope for future research. arXiv preprint arXiv:1606.01808.Google Scholar
Lan, Y.-C., & Unhelkar, B. (2015). Sharing big data driven insights using cloud based knowledge management platform: a case study for small and medium enterprises in Taiwan. Paper presented at the Proceedings of the 20th International Conference on Transformative Science and Engineering, Business and Social Innovation, November 1–5, 2015, Fort Worth, Texas.Google Scholar
Lee, J., Lapira, E., Bagheri, B., & Kao, H.-A. (2013). Recent advances and trends in predictive manufacturing systems in big data environment. Manufacturing letters, 1(1), 38–41.CrossRefGoogle Scholar
Li, Y. (2019). Research on management accounting teaching based on cloud accounting system under big data background. Paper presented at the 2019 International Conference on Advanced Education, Service and Management.Google Scholar
Li, S. (2021). Research on the application of cloud accounting in government accounting under the background of big data. Paper presented at the Journal of Physics: Conference Series.Google Scholar
Li, X., Song, J., & Huang, B. (2016). A scientific workflow management system architecture and its scheduling based on cloud service platform for manufacturing big data analytics. The International Journal of Advanced Manufacturing Technology, 84(1–4), 119–131.CrossRefGoogle Scholar
Liu, F., Zhang, G., & Lu, J. (2020). Multi-source heterogeneous unsupervised domain adaptation via fuzzy-relation neural networks. IEEE Transactions on Fuzzy Systems, 29, 3308–3322.CrossRefGoogle Scholar
Maroli, A., Narwane, V. S., & Gardas, B. B. (2021). Applications of IoT for achieving sustainability in agricultural sector: A comprehensive review. Journal of Environmental Management, 298, 113488.CrossRefGoogle ScholarPubMed
Munir, R., Wei, Y., Ullah, R., Hussain, I., Arshid, K., & Tariq, U. (2020). Big data of home energy management in cloud computing. Journal of Quantum Computing, 2(4), 193.CrossRefGoogle Scholar
Nosratabadi, S., Mosavi, A., Shamshirband, S., Kazimieras Zavadskas, E., Rakotonirainy, A., & Chau, K. W. (2019). Sustainable business models: A review. Sustainability, 11(6), 1663.CrossRefGoogle Scholar
Okay, F. Y., & Ozdemir, S. (2016). A fog computing based smart grid model. Paper presented at the 2016 international symposium on networks, computers and communications (ISNCC).CrossRefGoogle Scholar
Omanović-Mikličanin, E., Maksimović, M., & Vujović, V. (2015). The future of healthcare: Nanomedicine and internet of nano things. Folia Medica Facultatis Medicinae Universitatis Saraeviensis, 50(1), 23–28.Google Scholar
Park, J., Kim, H., Jeong, Y. S., & Lee, E. (2014). Two-phase grouping-based resource management for big data processing in mobile cloud computing. International Journal of Communication Systems, 27(6), 839–851.CrossRefGoogle Scholar
Petersen, K., Vakkalanka, S., & Kuzniarz, L. (2015). Guidelines for conducting systematic mapping studies in software engineering: An update. Information and Software Technology, 64, 1–18.CrossRefGoogle Scholar
Pinheiro, E., Weber, W.-D., & Barroso, L. A. (2007). Failure trends in a large disk drive population.Google Scholar
Puthal, D., Nepal, S., Ranjan, R., & Chen, J. (2016). A secure big data stream analytics framework for disaster management on the cloud. Paper presented at the 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS).CrossRefGoogle Scholar
Roshandeh, A. M., Poormirzaee, R., & Ansari, F. S. (2014). Systematic data management for real-time bridge health monitoring using layered big data and cloud computing. International Journal of Innovation and Scientific Research, 2(1), 29–39.Google Scholar
Sahal, R., Khafagy, M. H., & Omara, F. A. (2016). A survey on SLA management for cloud computing and cloud-hosted big data analytic applications. International Journal of Database Theory and Application, 9(4), 107–118.CrossRefGoogle Scholar
Shahid, F., Ashraf, H., Ghani, A., Ghayyur, S. A. K., Shamshirband, S., & Salwana, E. (2020). PSDS – Proficient security over distributed storage: A method for data transmission in cloud. IEEE Access, 8, 118285–118298.CrossRefGoogle Scholar
Shamshirband, S., Fathi, M., Chronopoulos, A. T., Montieri, A., Palumbo, F., & Pescapè, A. (2020). Computational intelligence intrusion detection techniques in mobile cloud computing environments: Review, taxonomy, and open research issues. Journal of Information Security and Applications, 55, 102582.CrossRefGoogle Scholar
Shan, Y.-C., Chao, L., Zhang, Q.-Y., & Tian, X.-Y. (2017). Research on mechanism of early warning of health management based on cloud computing and big data. Paper presented at the Proceedings of the 23rd International Conference on Industrial Engineering and Engineering Management 2016.CrossRefGoogle Scholar
Shen, H., Zhang, M., Wang, H., Guo, F., & Susilo, W. (2021). A cloud-aided privacy-preserving multi-dimensional data comparison protocol. Information Sciences, 545, 739–752.CrossRefGoogle Scholar
Simpson, A. V., Farr-Wharton, B., & Reddy, P. (2020). Cultivating organizational compassion in healthcare. Journal of Management & Organization, 26(3), 340–354.CrossRefGoogle Scholar
Sinaeepourfard, A., Krogstie, J., & Petersen, S. A. (2018). A big data management architecture for smart cities based on fog-to-cloud data management architecture.CrossRefGoogle Scholar
Song, J., Cui, Y., Li, M., Qiu, J., & Buyya, R. (2014). Energy-traffic tradeoff cooperative offloading for mobile cloud computing. Paper presented at the 2014 IEEE 22nd International Symposium of Quality of Service (IWQoS) (pp. 284–289).CrossRefGoogle Scholar
Sreekanth, R., Rao, G. V. M., & Nanduri, S. (2015). Big data electronic health records data management and analysis on cloud with mongodb: A NoSQL database. International Journal of Advanced Engineering and Global Technology, 3(7), 943–949.Google Scholar
Stergiou, C. L., Psannis, K. E., & Gupta, B. B. (2020). InFeMo: flexible big data management through a federated cloud system. (Vol. 22, pp. 1–22).Google Scholar
Sun, Y. (2021). Construction and research of digital archives cloud platform based on big data management. Paper presented at the Journal of Physics: Conference Series.Google Scholar
Suresh, P., Keerthika, P., Sathiyamoorthi, V., Logeswaran, K., Sentamilselvan, K., Sangeetha, M., & Sagana, C. (2021). Cloud-based big data analysis tools and techniques towards sustainable smart city services. In Decision support systems and industrial IoT in smart grid, factories, and cities (pp. 63–90). India: IGI Global.Google Scholar
Terrazas, G., Ferry, N., & Ratchev, S. (2019). A cloud-based framework for shop floor big data management and elastic computing analytics. Computers in Industry, 109, 204–214.CrossRefGoogle Scholar
Thanigaivasan, V., Narayanan, S. J., Iyengar, S. N., & Ch, N. (2018). Analysis of parallel SVM based classification technique on healthcare using big data management in cloud storage. Recent Patents on Computer Science, 11(3), 169–178.CrossRefGoogle Scholar
Ullah, S., Awan, M. D., & Sikander Hayat Khiyal, M. (2018). Big data in cloud computing: A resource management perspective. Scientific Programming, 2018.CrossRefGoogle Scholar
Vahdat, S. (2021). The role of IT-based technologies on the management of human resources in the COVID-19 era. Kybernetes, ahead-of-print.Google Scholar
Vahdat, S., & Shahidi, S. (2020). D-dimer levels in chronic kidney illness: A comprehensive and systematic literature review. Proceedings of the National Academy of Sciences, India. Section B: Biological Sciences, 90, 1–18.Google Scholar
Waga, D. (2013). Environmental conditions’ big data management and cloud computing analytics for sustainable agriculture. SSRN 2349238.Google Scholar
Wang, J., Baker, T., Balazinska, M., Halperin, D., Haynes, B., Howe, B., … Mehta, P. (2017). The Myria big data management and analytics system and cloud services. Paper presented at the CIDR.Google Scholar
Wang, K., & Li, S. (2021). Robust distributed modal regression for massive data. Computational Statistics & Data Analysis, 160, 107225.CrossRefGoogle Scholar
Wang, L., Ma, Y., Yan, J., Chang, V., & Zomaya, A. Y. (2018). pipsCloud: High performance cloud computing for remote sensing big data management and processing. Future Generation Computer Systems, 78, 353–368.CrossRefGoogle Scholar
Wang, K., Wang, H., & Li, S. (2021). Renewable quantile regression for streaming datasets. Knowledge-Based Systems, 235, 107675.CrossRefGoogle Scholar
Wang, Z., & Zhao, H. (2016). Empirical study of using big data for business process improvement at private manufacturing firm in cloud computing. Paper presented at the 2016 IEEE 3rd international conference on cyber security and cloud computing (CSCloud).CrossRefGoogle Scholar
Wang, J., & Zhao, B. (2021). Intelligent system for interactive online education based on cloud big data analytics. Journal of Intelligent & Fuzzy Systems(Preprint), 42, 1–11.Google Scholar
Xiang, D., Zhang, Y., & Worthington, A. C. (2018). Determinants of the use of fintech finance among Chinese small and medium-sized enterprises. Paper presented at the 2018 IEEE International Symposium on Innovation and Entrepreneurship (TEMS-ISIE).CrossRefGoogle Scholar
Xiaona, M. (2021). Informatization strategies of education and teaching management in the era of cloud computing and big data. Paper presented at the Journal of Physics: Conference Series.Google Scholar
Yan, X., & Nanyun, X. (2020). Application of cloud accounting in comprehensive budget management of agricultural enterprises under big data. Paper presented at the E3S Web of Conferences.CrossRefGoogle Scholar
Yang, Y. (2018). Research on enterprise cloud accounting and effectiveness management system under big data and internet environment. Paper presented at the Institute of Management Science and Industrial Engineering. Proceedings of 2018 International Workshop on Advances in Social Sciences (IWASS 2018).Google Scholar
Yang, Z., Ghadamyari, M., Khorramdel, H., Alizadeh, S. M. S., Pirouzi, S., Milani, M., … Ghadimi, N. (2021). Robust multi-objective optimal design of islanded hybrid system with renewable and diesel sources/stationary and mobile energy storage systems. Renewable and Sustainable Energy Reviews, 148, 111295.CrossRefGoogle Scholar
Yi, H. (2021). Secure social Internet of Things based on post-quantum blockchain. IEEE Transactions on Network Science and Engineering, 8, 1–1.Google Scholar
Zhang, M., Chen, Y., & Susilo, W. (2020). PPO-CPQ: A privacy-preserving optimization of clinical pathway query for e-healthcare systems. IEEE Internet of Things Journal, 7(10), 10660–10672.CrossRefGoogle Scholar
Zhang, B., Fang, B., Yin, J., & Yu, X. (2018). Research and development of university physical education cloud platform management system based on big data analysis. Paper presented at the 2018 International Conference on Management, Economics, Education, Arts and Humanities (MEEAH 2018) (Vol. 291, pp. 180–184).CrossRefGoogle Scholar
Zhong, L., Fang, Z., Liu, F., Yuan, B., Zhang, G., & Lu, J. (2021). Bridging the theoretical bound and deep algorithms for open set domain adaptation. IEEE Transactions on Neural Networks and Learning Systems, 32, 1–15.CrossRefGoogle Scholar
Zhu, Y., Tan, Y., Luo, X., & He, Z. (2018). Big data management for cloud-enabled geological information services. Scientific Programming, 2018.CrossRefGoogle Scholar
Zhuang, M., Zhu, W., Huang, L., & Pan, W.-T. (2021). Research of influence mechanism of corporate social responsibility for smart cities on consumers’ purchasing intention. Library Hi Tech, Vol. ahead-of-print, .Google Scholar
Zuo, X. (2017). Research on enterprise's comprehensive budget management system in the view of big data and cloud accounting. Paper presented at the 4th International Conference on Education, Management, Arts, Economics and Social Science (ICEMAESS 2017).Google Scholar