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Oral Session B-3 : Biomedical Applications

FAIREEH: Bridging Global Inequities in AI through Open Synthetic Data

첫 페이지 보기
  • 발행기관
    한국차세대컴퓨팅학회 바로가기
  • 간행물
    한국차세대컴퓨팅학회 학술대회 바로가기
  • 통권
    ICNGC 2025 The 11th International Conference on Next Generation Computing 2025 (2025.12)바로가기
  • 페이지
    pp.244-245
  • 저자
    Bianca Baik, Aizaz Ali Shah, Muhammad Afaq, Safi Ullah, Rebekah Baik, Kaleem Ullah
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A478504

원문정보

초록

영어
Artificial Intelligence (AI) continues to evolve as applied to all aspects of life, such as Finance, Healthcare, and Education. However, advances in AI still depend on the availability and equal access to data worldwide. The Foundation for AI Rights and Equity of Education & Healthcare (FAIREEH) is a non-profit organization that aims to make AI equitable and available to all humanity, while facilitating ethical and data-driven innovation. FAIREEH is based on the principle that all people have a right to AI knowledge, tools, and data. Recently, FAIREEH has created a synthetic data initiative to address the data imbalance in worldwide data distribution. The organization is developing easily accessible and privacy-preserving datasets made of synthetic data in various fields and for various applications, such as image classification, image detection, EEG impression data, etc. The initiative bridges the digital divide and empowers researchers and institutions from under-resourced environments to make meaningful contributions to global AI development.

목차

Abstract
I. INTRODUCTION
II. ORGANIZATIONAL PHILOSOPHY AND GLOBALVISION
III. DATA INEQUALITY AS A GLOBAL CHALLENGE
IV. FAIREEH’S SYNTHETIC DATA INITIATIVE
V. BROADER IMPLICATIONS AND FUTURE DIRECTIONS
VI. CONCLUSION
ACKNOWLEDGMENT
REFERENCES

키워드

Synthetic Data Data Inequality Global AI Equity Artificial Intelligence (AI).

저자

  • Bianca Baik [ Foundation for AI Rights and Equity of Education & Healthcare (FAIREEH), Seattle, Washington, USA. ]
  • Aizaz Ali Shah [ Foundation for AI Rights and Equity of Education & Healthcare (FAIREEH), Seattle, Washington, USA. ]
  • Muhammad Afaq [ Foundation for AI Rights and Equity of Education & Healthcare (FAIREEH), Seattle, Washington, USA. ]
  • Safi Ullah [ Foundation for AI Rights and Equity of Education & Healthcare (FAIREEH), Seattle, Washington, USA. ]
  • Rebekah Baik [ Foundation for AI Rights and Equity of Education & Healthcare (FAIREEH), Seattle, Washington, USA. ]
  • Kaleem Ullah [ Foundation for AI Rights and Equity of Education & Healthcare (FAIREEH), Seattle, Washington, USA. ] Corresponding Author

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    한국차세대컴퓨팅학회 [Korean Institute of Next Generation Computing]
  • 설립연도
    2005
  • 분야
    공학>컴퓨터학
  • 소개
    본 학회는 차세대 PC 및 그 관련분야의 학술활동을 통하여 차세대 PC의 학문 및 기술발전을 도모하고 산업발전 및 국제협력 증진을 목적으로 한다.

간행물

  • 간행물명
    한국차세대컴퓨팅학회 학술대회
  • 간기
    반년간
  • 수록기간
    2021~2025
  • 십진분류
    KDC 566 DDC 004

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