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Exploratory Analysis of AI-based Policy Decision-making Implementation
신선영 한국인터넷방송통신학회 2024 International Journal of Internet, Broadcasting an Vol.16 No.1
This study seeks to provide implications for domestic-related policies through exploratory analysis research to support AI-based policy decision-making. The following should be considered when establishing an AI-based decision-making model in Korea. First, we need to understand the impact that the use of AI will have on policy and the service sector. The positive and negative impacts of AI use need to be better understood, guided by a public value perspective, and take into account the existence of different levels of governance and interests across public policy and service sectors. Second, reliability is essential for implementing innovative AI systems. In most organizations today, comprehensive AI model frameworks to enable and operationalize trust, accountability, and transparency are often insufficient or absent, with limited access to effective guidance, key practices, or government regulations. Third, the AI system is accountable. The OECD AI Principles set out five value-based principles for responsible management of trustworthy AI: inclusive growth, sustainable development and wellbeing, human-centered values and fairness values and fairness, transparency and explainability, robustness, security and safety, and accountability. Based on this, we need to build an AI-based decision-making system in Korea, and efforts should be made to build a system that can support policies by reflecting this. The limiting factor of this study is that it is an exploratory study of existing research data, and we would like to suggest future research plans by collecting opinions from experts in related fields. The expected effect of this study is analytical research on artificial intelligence-based decision-making systems, which will contribute to policy establishment and research in related fields.
무기체계 소프트웨어 감항인증을 위한 결합도 입증 방안 연구
신선영 한국정보과학회 2023 정보과학회논문지 Vol.50 No.11
In 2009, To secure flight safety of military aircraft and enhance the competitiveness of our aircraft exports by applying internationally recognized airworthiness certification standards, South Korea established the "Act on Certification of Flight Safety for Military Aircraft" along with its enforcement decree and regulations. According to these regulations, domestically developed military aircraft are required to be certified following the airworthiness certification laws, procedures, and standards. The standard airworthiness certification criteria for military aircraft, which serve as the basis for airworthiness assessment, was developed by the Defense Acquisition Program Administration (DAPA) and has been revised up to the 7th edition. Among the recent changes, the most impactful area is Chapter 15, which pertains to computer resources in software. As the proportion of software development within weapon systems continues to increase, the related standards are becoming more detailed and refined to keep up with the evolving. This study aimed to clarify and propose verification methods for newly incorporated software coupling criteria in the revised airworthiness certification standards.