Transforming Industries Through Artificial Intelligence: Opportunities and Challenges in Informatics

Geogiri Yulloy, Yuwanggo Hendri

Abstract


Artificial Intelligence (AI) has emerged as a transformative force in the field of informatics, reshaping industries and enhancing decision-making processes. This article delves deeply into the diverse opportunities presented by AI applications across sectors like healthcare, education, and finance. In healthcare, AI technologies enhance diagnostic accuracy and enable predictive analytics, revolutionizing patient care. In education, adaptive learning platforms personalize teaching methods, while in finance, AI optimizes operations through fraud detection and risk analysis. Despite these advancements, the article also addresses critical challenges, including ethical dilemmas stemming from biased algorithms, the importance of robust data privacy measures, and implementation barriers such as high costs and technical complexities. By examining recent advancements and presenting case studies, this publication emphasizes the pivotal role of AI-driven solutions in advancing innovation and operational efficiency across various industries.

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Bécue, A., Praça, I., & Gama, J. (2021). Artificial intelligence, cyber-threats and Industry 4.0: Challenges and opportunities. Artificial Intelligence Review, 54(5), 3849-3886.

Pietronudo, M. C., Croidieu, G., & Schiavone, F. (2022). A solution looking for problems? A systematic literature review of the rationalizing influence of artificial intelligence on decision-making in innovation management. Technological Forecasting and Social Change, 182, 121828.

Muqorobin, M., & Ma'ruf, M. H. (2022). Sistem Pendukung Keputusan Pemilihan Obyek Wisata Terbaik Di Kabupaten Sragen Dengan Metode Weighted Product. Jurnal Tekinkom (Teknik Informasi dan Komputer), 5(2), 364-376.

Sadiq, R. B., Safie, N., Abd Rahman, A. H., & Goudarzi, S. (2021). Artificial intelligence maturity model: a systematic literature review. PeerJ Computer Science, 7, e661.

Lee, D., & Yoon, S. N. (2021). Application of artificial intelligence-based technologies in the healthcare industry: Opportunities and challenges. International journal of environmental research and public health, 18(1), 271.

Muqorobin, M., & Rais, N. A. R. (2022). Comparison of PHP programming language with codeigniter framework in project CRUD. International Journal of Computer and Information System (IJCIS), 3(3), 94-98.

Shiohira, K. (2021). Understanding the Impact of Artificial Intelligence on Skills Development. Education 2030. UNESCO-UNEVOC International Centre for Technical and Vocational Education and Training.

Taj, I., & Zaman, N. (2022). Towards industrial revolution 5.0 and explainable artificial intelligence: Challenges and opportunities. International Journal of Computing and Digital Systems, 12(1), 295-320.

Muqorobin, M., Rais, N. A. R., & Efendi, T. F. (2021, December). Aplikasi E-Voting Pemilihan Ketua Bem Di Institut Teknologi Bisnis Aas Indonesia Berbasis Web. In Prosiding Seminar Nasional & Call for Paper STIE AAS (Vol. 4, No. 1, pp. 309-320).

Muqorobin, M. (2021). Analysis Of Fee Accounting Information Systems Lecture At Itb Aas Indonesia In The Pandemic Time Of Covid-19. International Journal of Economics, Business and Accounting Research (IJEBAR), 5(3), 1994-2007.

Johnson, M., Jain, R., Brennan-Tonetta, P., Swartz, E., Silver, D., Paolini, J., ... & Hill, C. (2021). Impact of big data and artificial intelligence on industry: developing a workforce roadmap for a data driven economy. Global Journal of Flexible Systems Management, 22(3), 197-217.

Rais, N. A. R. (2021). Komparasi Aplikasi Daring dalam Pembelajaran Kuliah dimasa Pandemi Virus Corona. Jurnal Informatika, Komputer dan Bisnis (JIKOBIS), 1(01), 019-031.

Tulaila, R., & Muqorobin, M. (2021). Analysis of Adi Soemarmo Solo Airport Parking Payment System. International Journal of Computer and Information System (IJCIS), 2(1), 1-3.

Ahmed, I., Jeon, G., & Piccialli, F. (2022). From artificial intelligence to explainable artificial intelligence in industry 4.0: a survey on what, how, and where. IEEE Transactions on Industrial Informatics, 18(8), 5031-5042.

Muryani, A. S., & Muqorobin, M. (2020). Decision Support System Using Cloud-Based Moka Pos Application To Easy In Input In Orange Carwash Blulukan Flash N0. 110 Colomadu. International Journal of Computer and Information System (IJCIS), 1(3), 66-69.

Santoso, L. P., Muqorobin, M., & Fatkhurrochman, F. (2020). Online Analysis System of Application of Partners for Land Asrocument Officers of Sukoharjo District. International Journal of Computer and Information System (IJCIS), 1(3), 59-61.

Nair, M. M., Tyagi, A. K., & Sreenath, N. (2021, January). The future with industry 4.0 at the core of society 5.0: Open issues, future opportunities and challenges. In 2021 international conference on computer communication and informatics (ICCCI) (pp. 1-7). IEEE.

Muqorobin, M., & Rais, N. A. R. (2020, November). Analisis Peran Teknologi Sistem Informasi Dalam Pembelajaran Kuliah Dimasa Pandemi Virus Corona. In Prosiding Seminar Nasional & Call for Paper STIE AAS (Vol. 3, No. 1, pp. 157-168).

Mithas, S., Chen, Z. L., Saldanha, T. J., & De Oliveira Silveira, A. (2022). How will artificial intelligence and Industry 4.0 emerging technologies transform operations management?. Production and Operations Management, 31(12), 4475-4487.

Jannah, A. M., Muqorobin, M., & Widiyanto, W. W. (2020). Analysis Of Kids Garden Dapodic Application System. International Journal of Computer and Information System (IJCIS), 1(3), 55-58.

Nur, U. C., & Muqorobin, M. (2020). Development of smart working assistance application for J&T Express couriers In Juwiring Klaten Branch. International Journal of Computer and Information System (IJCIS), 1(3), 52-54.

Andeobu, L., Wibowo, S., & Grandhi, S. (2022). Artificial intelligence applications for sustainable solid waste management practices in Australia: A systematic review. Science of The Total Environment, 834, 155389.

Monteiro, J., & Barata, J. (2021). Artificial intelligence in extended agri-food supply chain: A short review based on bibliometric analysis. Procedia Computer Science, 192, 3020-3029.

Muqorobin, M., & Rais, N. A. R. (2020). Analysis of the role of information systems technology in lecture learning during the corona virus pandemic. International Journal of Computer and Information System (IJCIS), 1(2), 47-51.

Rais, N. A. R., & Muqorobin, M. (2020). Evaluation Information System Using UTAUT (Case Study: UMS Vocational School). International Journal of Computer and Information System (IJCIS), 1(2), 40-46.

Jamil, S. (2021). Artificial intelligence and journalistic practice: The crossroads of obstacles and opportunities for the Pakistani journalists. Journalism Practice, 15(10), 1400-1422.

Hikmah, I. N., & Muqorobin, M. (2020). Employee payroll information system on company web-based consultant engineering services. International Journal of Computer and Information System (IJCIS), 1(2), 27-30.

Palomares, I., Martínez-Cámara, E., Montes, R., García-Moral, P., Chiachio, M., Chiachio, J., ... & Herrera, F. (2021). A panoramic view and swot analysis of artificial intelligence for achieving the sustainable development goals by 2030: progress and prospects. Applied Intelligence, 51, 6497-6527.

Muslihah, I., & Muqorobin, M. (2020). Texture characteristic of local binary pattern on face recognition with probabilistic linear discriminant analysis. International Journal of Computer and Information System (IJCIS), 1(1), 22-26.

Muqorobin, M., Kusrini, K., Rokhmah, S., & Muslihah, I. (2020). Estimation System For Late Payment Of School Tuition Fees. International Journal of Computer and Information System (IJCIS), 1(1), 1-6.

Zhang, D., Pee, L. G., & Cui, L. (2021). Artificial intelligence in E-commerce fulfillment: A case study of resource orchestration at Alibaba’s Smart Warehouse. International Journal of Information Management, 57, 102304.

Muqorobin, M., Rokhmah, S., Muslihah, I., & Rais, N. A. R. (2020). Classification of Community Complaints Against Public Services on Twitter. International Journal of Computer and Information System (IJCIS), 1(1), 7-10.

Pan, Y., & Zhang, L. (2021). Roles of artificial intelligence in construction engineering and management: A critical review and future trends. Automation in Construction, 122, 103517.

Kusrini, K., Luthfi, E. T., Muqorobin, M., & Abdullah, R. W. (2019, November). Comparison of Naive Bayes and K-NN Method on Tuition Fee Payment Overdue Prediction. In 2019 4th International conference on information technology, information systems and electrical engineering (ICITISEE) (pp. 125-130). IEEE.

Zhang, Z., Song, X., Liu, L., Yin, J., Wang, Y., & Lan, D. (2021). Recent advances in blockchain and artificial intelligence integration: Feasibility analysis, research issues, applications, challenges, and future work. Security and Communication Networks, 2021(1), 9991535.

Muqorobin, M., Utomo, P. B., Nafi’Uddin, M., & Kusrini, K. (2019). Implementasi Metode Certainty Factor pada Sistem Pakar Diagnosa Penyakit Ayam Berbasis Android. Creative Information Technology Journal, 5(3), 185-195.

Ruiz-Real, J. L., Uribe-Toril, J., Torres, J. A., & De Pablo, J. (2021). Artificial intelligence in business and economics research: Trends and future. Journal of Business Economics and Management, 22(1), 98-117.

Tschang, F. T., & Almirall, E. (2021). Artificial intelligence as augmenting automation: Implications for employment. Academy of Management Perspectives, 35(4), 642-659.

Khanh, H. H., & Khang, A. (2021). The role of artificial intelligence in blockchain applications. In Reinventing Manufacturing and Business Processes through Artificial Intelligence (pp. 19-38). CRC Press.

Muqorobin, M., Hisyam, Z., Mashuri, M., Hanafi, H., & Setiyantara, Y. (2019). Implementasi Network Intrusion Detection System (NIDS) Dalam Sistem Keamanan Open Cloud Computing. Majalah Ilmiah Bahari Jogja, 17(2), 1-9.

Sircar, A., Yadav, K., Rayavarapu, K., Bist, N., & Oza, H. (2021). Application of machine learning and artificial intelligence in oil and gas industry. Petroleum Research, 6(4), 379-391.

Muqorobin, M., Apriliyani, A., & Kusrini, K. (2019). Sistem Pendukung Keputusan Penerimaan Beasiswa dengan Metode SAW. Respati, 14(1).

Brauner, P., Dalibor, M., Jarke, M., Kunze, I., Koren, I., Lakemeyer, G., ... & Ziefle, M. (2022). A computer science perspective on digital transformation in production. ACM Transactions on Internet of Things, 3(2), 1-32.

Abdullah, R. W., Wulandari, S., Muqorobin, M., Nugroho, F. P., & Widiyanto, W. W. (2019). Keamanan Basis Data pada Perancangan Sistem Kepakaran Prestasi Sman Dikota Surakarta. Creative Communication and Innovative Technology Journal, (1), 13-21.

Wu, M., Kozanoglu, D. C., Min, C., & Zhang, Y. (2021). Unraveling the capabilities that enable digital transformation: A data-driven methodology and the case of artificial intelligence. Advanced Engineering Informatics, 50, 101368.

Muqorobin, M., Kusrini, K., & Luthfi, E. T. (2019). Optimasi Metode Naive Bayes Dengan Feature Selection Information Gain Untuk Prediksi Keterlambatan Pembayaran Spp Sekolah. Jurnal Ilmiah SINUS, 17(1), 1-14.

Kuleto, V., Ilić, M., Dumangiu, M., Ranković, M., Martins, O. M., Păun, D., & Mihoreanu, L. (2021). Exploring opportunities and challenges of artificial intelligence and machine learning in higher education institutions. Sustainability, 13(18), 10424.

Limna, P., Siripipatthanakul, S., & Phayaphrom, B. (2021). The role of big data analytics in influencing artificial intelligence (AI) adoption for coffee shops in Krabi, Thailand. International Journal of Behavioral Analytics, 1(2), 1-17.


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