A Comprehensive Review of Artificial Intelligence Applications in Computer Science

Authors

  • Jaya Sharma Head, Dept. Of Computer Science and IT, College of Professional Studies, Ambikapur, Surguja, Chhattisgarh.

DOI:

https://doi.org/10.69968/ijisem.2024v3i153-59

Keywords:

Artificial Intelligence Applications, Computer Science, Decision-Making, Data Security, Automation, Machine Learning, Deep Learning, Natural Language Processing

Abstract

Developing intelligent devices, particularly clever computer programs, is the goal of this field of science and engineering. Modern computer science has made artificial intelligence (AI) a pillar, and it has a significant impact on many facets of society. This article examines the perspectives of the diverse publications on computer science applications of artificial intelligence. This review highlights that Artificial Intelligence (AI) has become an indispensable tool in computer science, driving advancements across diverse domains such as healthcare, finance, cybersecurity, smart cities, robotics, and education. Speech recognition, image processing, and decision support systems are among the diverse applications of ten essential AI techniques, which include deep learning, machine learning, and natural language processing. Findings reveal that while AI enhances automation, efficiency, and intelligent computing, challenges remain in ethics, security, and large-scale implementation. In conclusion, AI continues to evolve as a transformative force, with future prospects pointing toward greater automation, intelligent decision-making, and sustainable societal integration.

References

[1] H. Crompton and D. Burke, "Artificial intelligence in higher education: the state of the field," Int. J. Educ. Technol. High. Educ., vol. 20, no. 22, 2023,https://doi.org/10.1186/s41239-023-00392-8

[2] M. Soori, B. Arezoo, and R. Dastres, "Artificial intelligence, machine learning and deep learning in advanced robotics, a review," Cogn. Robot., vol. 3, 2023,https://doi.org/10.1016/j.cogr.2023.04.001

[3] N. H. Patil, S. H. Patel, and S. D. Lawand, "Research Paper On Artificial Intelligence And It's Applications," J. Adv. Zool., vol. 44, no. s8, 2023,https://doi.org/10.53555/jaz.v44iS8.3544

[4] F. A. Batarseh, R. Mohod, A. Kumar, and J. Bui, "The application of artificial intelligence in software engineering: A review challenging conventional wisdom," Data Democr. Nexus Artif. Intell. Softw. Dev. Knowl. Eng., 2021,https://doi.org/10.1016/B978-0-12-818366-3.00010-1

[5] G. Arun Prasad et al., "Artificial intelligence in computer science: An overview of current trends and future directions," Adv. Artif. Hum. Intell. Mod. Era, 2023,https://doi.org/10.4018/979-8-3693-1301-5.ch002

[6] O. Zawacki-Richter, V. I. Marín, M. Bond, and F. Gouverneur, "Systematic review of research on artificial intelligence applications in higher education - where are the educators?," Int. J. Educ. Technol. High. Educ., vol. 16, no. 39,https://doi.org/10.1186/s41239-019-0171-0

[7] M. N. O. Sadiku, P. O. Adebo, and A. Ajayi-Majebi, "AI in Computer Science: A Primer," Int. J. Eng. Res. Technol., vol. 10, no. 02, 2021.

[8] D. Kumar, I. In, S. Engineering, D. Kumar, and S. Singh, "A Review on the effect of air distribution in Protected Occupied Zone Ventilation," pp. 72-75, 2023.

[9] Prof. Neha Saini, "RESEARCH PAPER ON ARTIFICIAL INTELLIGENCE & ITS APPLICATIONS," Int. J. Res. Trends Innov., vol. 8, no. 4, 2023,https://www.ijrti.org/papers/IJRTI2304061.pdf

[10] J. Yin, K. Y. Ngiam, and H. H. Teo, "Role of artificial intelligence applications in real-life clinical practice: Systematic review," J. Med. Internet Res., vol. 23, no. 4, 2021,https://doi.org/10.2196/25759

[11] M. Paliwal, M. Patel, N. Kandale, and N. Anute, "Impact of artificial intelligence and machine learning on business operations," J. Manag. Res. Anal., vol. 8, no. 2, 2021,https://doi.org/10.4103/jdmimsu.jdmimsu_627_23

[12] Y. Xu et al., "Artificial intelligence: A powerful paradigm for scientific research," Innovation, vol. 2, 2021,https://doi.org/10.1016/j.xinn.2021.100179

[13] W. Xu and F. Ouyang, "The application of AI technologies in STEM education: a systematic review from 2011 to 2021," Int. J. STEM Educ., vol. 9, no. 1, 2022,https://doi.org/10.1186/s40594-022-00377-5

[14] Y. Jia, "Application and development of artificial intelligence based on computer science," Int. Conf. Signal Process. Mach. Learn., 2023,https://doi.org/10.54254/2755-2721/6/20230947

[15] W. Sun, C. Li, and R. Ren, "Artificial Intelligence and Its Application in Computer Network Technology," J. Phys. Conf. Ser., vol. 1237, 2019,https://doi.org/10.1088/1742-6596/1237/2/022142

[16] I. H. Sarker, "AI-Based Modeling: Techniques, Applications and Research Issues Towards Automation, Intelligent and Smart Systems," SN Comput. Sci., vol. 3, no. 2, 2022,https://doi.org/10.1007/s42979-022-01043-x

[17] A. Pannu, "Artificial Intelligence and its Application in Different Areas," Int. J. Eng. Innov. Technol., vol. 4, no. 10, 2015.

Downloads

Published

30-03-2024

Issue

Section

Articles

How to Cite

[1]
Sharma, J. 2024. A Comprehensive Review of Artificial Intelligence Applications in Computer Science. International Journal of Innovations in Science, Engineering And Management. 3, 1 (Mar. 2024), 53–59. DOI:https://doi.org/10.69968/ijisem.2024v3i153-59.