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소셜 시뮬레이션에서
의 거대언어모델 활용:
언론자유지수 실험을
중심으로
+HCIK 2024
-Jaeyoun You, Kieun
Park, Bongwon Suh
/ 송지은
X 2024 Winter
Why This Paper
Background
Research Objective
연구적으로, AI의 언론, 특히 정치 분야에 활용될 가능성을 탐색
개인적으로는, 옆 연구실 박사과정의 연구 진행사항이 궁금했음
화학, 역학, 기후 예측 등에서 AI를 활용하여 시뮬레이션하고 있음
엔지니어링 분야 뿐만 아니라 사회과학에서도
시뮬레이션에 대한 니즈가 있음
언론자유지수 사례를 중심으로
정성적인 부분 (군집이 공유하는 생각이나 사회 현상)에서의
시뮬레이션 적용 가능성을 살펴보고자 함
Method
Findings
Takeaways
11개 국가의 미디어 전문가의 응답을 근거로 한 실제 순위와
chatgpt 응답에 따른 순위에 대한 상관관계를 도출함
스피어만 순위 상관계수 0.7로 나옴
- 아직은 연구 초기 단계이긴 하나,
소셜 시뮬레이션 툴로서 GPT의 활용은 흥미로운 시도임
- 다만 유의미한 상관관계가 나오기까지
기존 학습데이터셋이 무엇이었는지 알 수 없기에
해당 사례를 가지고 일반화하기는 어려울 것 같음
- 무엇보다 여기에 user는 어디에 있는지?

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Human Computer Interaction Korea 2024 Session review_1

  • 1. 소셜 시뮬레이션에서 의 거대언어모델 활용: 언론자유지수 실험을 중심으로 +HCIK 2024 -Jaeyoun You, Kieun Park, Bongwon Suh / 송지은 X 2024 Winter
  • 2. Why This Paper Background Research Objective 연구적으로, AI의 언론, 특히 정치 분야에 활용될 가능성을 탐색 개인적으로는, 옆 연구실 박사과정의 연구 진행사항이 궁금했음 화학, 역학, 기후 예측 등에서 AI를 활용하여 시뮬레이션하고 있음 엔지니어링 분야 뿐만 아니라 사회과학에서도 시뮬레이션에 대한 니즈가 있음 언론자유지수 사례를 중심으로 정성적인 부분 (군집이 공유하는 생각이나 사회 현상)에서의 시뮬레이션 적용 가능성을 살펴보고자 함
  • 3. Method Findings Takeaways 11개 국가의 미디어 전문가의 응답을 근거로 한 실제 순위와 chatgpt 응답에 따른 순위에 대한 상관관계를 도출함 스피어만 순위 상관계수 0.7로 나옴 - 아직은 연구 초기 단계이긴 하나, 소셜 시뮬레이션 툴로서 GPT의 활용은 흥미로운 시도임 - 다만 유의미한 상관관계가 나오기까지 기존 학습데이터셋이 무엇이었는지 알 수 없기에 해당 사례를 가지고 일반화하기는 어려울 것 같음 - 무엇보다 여기에 user는 어디에 있는지?