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      Socio-Political Implications of Data-Centric AI and the Need for Trans-Disciplinary Framework -Studying the Big Digital-Eyes for Autonomous Vehicles = Socio-Political Implications of Data-Centric AI and the Need for Trans-Disciplinary Framework -Studying the Big Digital-Eyes for Autonomous Vehicles

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      https://www.riss.kr/link?id=A108014647

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      다국어 초록 (Multilingual Abstract)

      This paper studies the limitations and socio-political implications of datacentric AI development process. It argues that the contemporary AI development is limited by its own definition of the field whereby it has become oblivious to several human re...

      This paper studies the limitations and socio-political implications of datacentric AI development process. It argues that the contemporary AI development is limited by its own definition of the field whereby it has become oblivious to several human realities. The paper argues that the big digital-eyes project marks the beginning of a new class of machines that can be called ‘Affective- Machines’. In conclusion, the paper argues that there is a need to shift towards a trans-disciplinary systems approach in order to integrate perspectives from various disciplines while trying to negotiate the socio-political issues arising.

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      참고문헌 (Reference)

      1 Stiegler, B., "Technics and Time, 1 : The Fault of Epimetheus" Stanford University Press 1998

      2 Bluemink, M., "Stiegler’s Memory: Tertiary Retention and Temporal Objects"

      3 Aditya Nayak, "Mental-Health and A.I. : A Paradigm of Human Mechanisation" 인문콘텐츠연구소 6 : 33-51, 2020

      4 Damasio, A. R., "Looking for Spinoza: Joy, Sorrow, and the Feeling Brain" Harcourt 2003

      5 Gray, A., "How do you get people to trust self-driving vehicles? This company is giving them ‘virtual eyes’"

      6 Lomas, N., "Google threatens to close its search engine in Australia as it lobbies against digital news code"

      7 Lee, N. T., "Detecting racial bias in algorithms and machine learning" 16 (16): 252-260, 2018

      8 Thomson, N. C., "Deep Learning’s Diminishing Returns: The Cost of Improvement is Becoming Unsustainable"

      9 Ramesh, V., "Center for Cognition and Computation: Systems Science and Engineering for Intelligence"

      10 Rouvroy, A., "Algorithmic governmentality and prospects of emancipation" 177 (177): 163-196, 2013

      1 Stiegler, B., "Technics and Time, 1 : The Fault of Epimetheus" Stanford University Press 1998

      2 Bluemink, M., "Stiegler’s Memory: Tertiary Retention and Temporal Objects"

      3 Aditya Nayak, "Mental-Health and A.I. : A Paradigm of Human Mechanisation" 인문콘텐츠연구소 6 : 33-51, 2020

      4 Damasio, A. R., "Looking for Spinoza: Joy, Sorrow, and the Feeling Brain" Harcourt 2003

      5 Gray, A., "How do you get people to trust self-driving vehicles? This company is giving them ‘virtual eyes’"

      6 Lomas, N., "Google threatens to close its search engine in Australia as it lobbies against digital news code"

      7 Lee, N. T., "Detecting racial bias in algorithms and machine learning" 16 (16): 252-260, 2018

      8 Thomson, N. C., "Deep Learning’s Diminishing Returns: The Cost of Improvement is Becoming Unsustainable"

      9 Ramesh, V., "Center for Cognition and Computation: Systems Science and Engineering for Intelligence"

      10 Rouvroy, A., "Algorithmic governmentality and prospects of emancipation" 177 (177): 163-196, 2013

      11 Raunig, G., "A thousand machines : a concise philosophy of the machine as social movement" S emiotext(e) 2010

      12 Ng, A., "A Chat with Andrew on MLOps: From Model-centric to Data-centric AI"

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2025 평가예정 재인증평가 신청대상 (재인증)
      2022-01-01 평가 등재학술지 선정 (계속평가) KCI등재
      2020-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
      2019-09-18 학회명변경 영문명 : The Research Institute for Humanities Contents -> Humanities Research Institute
      2007-08-21 학회명변경 한글명 : 인문콘텐츠연구센터 -> 인문콘텐츠연구소
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