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Research on the evaluation model for the impact of AI services

첫 페이지 보기
  • 발행기관
    국제인공지능학회(구 한국인터넷방송통신학회) 바로가기
  • 간행물
    International Journal of Internet, Broadcasting and Communication 바로가기
  • 통권
    Vol.15 No.3 (2023.08)바로가기
  • 페이지
    pp.191-202
  • 저자
    Soonduck Yoo
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A435282

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원문정보

초록

영어
This study aims to propose a framework for evaluating the impact of artificial intelligence (AI) services, based on the concept of AI service impact. It also suggests a model for evaluating this impact and identifies relevant factors and measurement approaches for each item of the model. The study classifies the impact of AI services into five categories: ethics, safety and reliability, compliance, user rights, and environmental friendliness. It discusses these five categories from a broad perspective and provides 21 detailed factors for evaluating each category.In terms of ethics, the study introduces three additional factors—accessibility, openness, and fairness— to the ten items initially developed by KISDI. In the safety and reliability category, the study excludes factors such as dependability, policy, compliance, and awareness improvement as they can be better addressed from a technical perspective. The compliance category includes factors such as human rights protection, privacy protection, non-infringement, publicness, accountability, safety, transparency, policy compliance, and explainability.For the user rights category, the study excludes factors such as publicness, data management, policy compliance, awareness improvement, recoverability, openness, and accuracy. The environmental friendliness category encompasses diversity, publicness, dependability, transparency, awareness improvement, recoverability, and openness.This study lays the foundation for further related research and contributes to the establishment of relevant policies by establishing a model for evaluating the impact of AI services. Future research is required to assess the validity of the developed indicators and provide specific evaluation items for practical use, based on expert evaluations.

목차

Abstract
1. INTRODUCTION
2. LITERTAURE
1.1 AI Service Impact
1.2 The legal aspect of the impact of AI services
1.3. The impact of AI services from the perspective of influence
1.4. The impact of AI services from the perspective of objectives
1.5 Examples of evaluating the impact of AI services
3. INDICATORS FOR EVALUATING THE IMPACT OF AI SERVICES
3.1. Derivation of AI service evaluation indicators
3.2. Domains for evaluating the impact of AI services
3.3 Evaluation Factors
4. DISCUSSION ON THE MODEL FOR ASSESSING THE IMPACT OF AI SERVICES
4.1. Discussion
4.2. Key Points and Limitations
5. CONCLUSION
Acknowledgments
REFERENCES

키워드

Artificial intelligence service Service impact assessment Analysis criteria STEEP Public aspect

저자

  • Soonduck Yoo [ Professor, Business department, Hansei University, Seoul, Korea ] Corresponding Author

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    국제인공지능학회(구 한국인터넷방송통신학회) [The International Association for Artificial Intelligence]
  • 설립연도
    2000
  • 분야
    공학>전자/정보통신공학
  • 소개
    인터넷방송, 인터넷 TV , 방송 통신 네트워크 및 관련 분야에 대한 국내는 물론 국제적인 학술, 기술의 진흥발전에 공헌하고 지식 정보화 사회에 기여하고자 한다.

간행물

  • 간행물명
    International Journal of Internet, Broadcasting and Communication
  • 간기
    계간
  • pISSN
    2288-4920
  • eISSN
    2288-4939
  • 수록기간
    2009~2025
  • 십진분류
    KDC 326 DDC 380

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