[KSCI] Korea Science Citation Index Service

http://dx.doi.org/10.6109/jkiice.2021.25.8.1013

A meta-study on the analysis of the limitations of modern artificial intelligence technology and humanities insight for the realization of a super-intelligent cooperative society of human and artificial intelligence

Hwang, Su-Rim (Philosophy, Sungkyunkwan University)
Oh, Hayoung (College of Computing & Informatics, Sungkyunkwan University)

Publication Information

Journal of the Korea Institute of Information and Communication Engineering / v.25, no.8, 2021 , pp. 1013-1018 More about this Journal

Abstract

Due to the recent accident caused by the automated vehicle, discussions on the ethical aspects of AI have been actively underway. This paper confirms that AI is inevitably connected to ethical components through the concepts and techniques related to robots-AI, and argues that ethical aspects are built-in, not post facto. Furthermore, this devises a solution to the trolley dilemma that can serve as a clue to ethical problems associated with automated vehicles. Preferentially, that process contains writing Bayesian networks. Next, only important and influential data are left after the pre-processing stage, and crowd-sourcing & extrapolation is used to calculate the exact figures of the networks. Through this process, this argues that humans' subjects are certainly included in implementing algorithms and models and discusses the necessity and direction of engineering liberal arts, especially education of ethics that distinguished from major education to prevent distortions and biases abouts AI systems.

Keywords

AI ethics; Trolley dilemma; Analysis of the limitations; Engineering education;

Citations & Related Records

Reference

1	I. W. Park, "Reflection and New Directions in Liberal Arts Basic Education," in Korean Journal of General Education, vol. 1, no. 1, pp. 21-50, 2020.
2	J. Nabi, "How Bioethics Can Shape Artificial Intelligence and Machine Learning," in Hastings Cent Rep, vol. 48, no. 5, pp. 10-13, 2018. DOI
3	Trolley Dilemma dataset [Internet]. Available: https://www.kaggle.com/mpwolke/trolley-dilemma-ethics-i/notebook.
4	W. Sinnott-Armstrong and J. A. Skorburg, "How AI Can AID Bioethics," in Journal of Practical Ethics, PhilArchive copy v1 [Online]. Available: https://philarchive.org/archive/SINHAC-3v1.
5	H. J. Kim, Y. S. Byeon, S. W. Kang, and R. G. Jeong, "Measurement Compensation of Low-Cost Distance Measuring Laser Sensors by Extrapolation Technique," in Spring and Autumn Academic Conference of Korean Society of Mechanical Engineers, pp. 637-640, 2015.
6	K. H Han, D. H. Ko, and M. H. Choi, "Direction for the Reform of Liberal Education in Engineering in the Era of Convergence," in Journal of Engineering Education Research, vol. 19, no. 2, pp. 14-25, 2016. DOI
7	J. W. Lee, "The Reality and Improvement Direction of the Management System of Liberal Arts Education-Focusing on the Case of Liberal Arts Education in S University," in Korean Journal of General Education, vol. 11, no. 5, pp. 487-517, 2017.
8	J. S. Lee, "Engineering Ethics; A Problem-solving Approach and Moral Reasoning," in Journal of the New Korean Philosophical Association, vol. 73, no. 3, pp. 239-258, 2013.
9	J. Y. Han, H. J. Rhee, and Y. W. Choi, "The Effect of Convergence and Liberal Arts Education on Soft Skills Improvement of Students in Engineering School," in Korean Journal of General Education, vol. 12, no. 2, pp. 287-306, 2018.
10	J. H. Choi and H. J. Kim, "A Study on the Current State of AI Liberal Arts Education at Universities in the US and Germany for the Design of AI Liberal Arts Education at Universities in Korea," in Journal of AI Humanities, vol. 7, no. 0, pp. 109-146, 2021.
11	J. W. Lee, "Can Responsibility be Imposed on AI?: Exploring the Ethics of AI Centered on Accountability," in The Korean Academy of Philosophy of Science, philosophy of science, vol. 22, no. 2, pp. 79-104, 2019.
12	Y. S. Ha and I. H. Ku, "A Study on the Effects of AI on Human Dignity," in Catholic theology, vol. 0, no. 32, pp. 167-205, 2018.
13	Y. S. Heo, Y. H. Lee, and J. W. Sim, "AI Ethics and Robot Ethics, Differences and Continuity - towards AI Ethics as Ethics of All- ," in Philosophical Thought and Culture, no. 34, pp. 41-72, 2020.
14	H. E. Kim, "Artificial Intelligence Ethics Learning Combining Engineering Methods," in Journal of Korean Ethics Studies, vol. 1, no. 129, pp. 133-153, 2020.
15	S. L. Piano, "Ethical Principles in Machine Learning and Artificial Intelligence: Cases from the Field and Possible Ways Forward," in Humanit Soc Sci Commun 7, no. 9, 2020.
16	G. Andrade, "Medical Ethics and the Trolley Problem," in Journal of Medical Ethics and History of Medicine, vol. 12, no. 4, pp. 1-15, 2019.