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    인공지능 알고리즘을 활용한 부동산 거래의 민사법적 문제점 = Problems with Real Estate Transactions by Artificial Intelligence Algorithms

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    https://www.riss.kr/link?id=A109436379

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    While real estate transactions through algorithms are expected to expand beyond market price analysis, valuation, and rights analysis to real estate brokerage and real estate management, and the frequency of use is also expected to increase, algorithmic biased or inaccurate decisions may result in losses. In this case, the user has room to dispute the default as a kind of incomplete performance, but there will be a considerable possibility that the real estate transaction platform using the algorithm will have a disclaimer in the terms and conditions in advance. Also, even if this is not the case, there is a problem that it is difficult to prove the damage caused by the algorithm. Algorithms, like products, are difficult to prove damage due to the complexity of technology and asymmetry of information, so if the "presumption of defects" under the Product Liability Act is applied by analogy, the effectiveness of civil liability can be improved.
    In order to stably expand the use of AI or algorithms in real estate transactions, it is necessary to establish specific norms governing algorithms used in real estate transactions. These norms should specify the scope of the responsibilities borne by algorithm developers and real estate transaction platforms, and the obligation to explain the contents and specify them in terms and conditions and contracts should also be included to enhance the effectiveness of post-rescue measures. It is also necessary to seek data management methods to ensure the accuracy of real estate data used in algorithms. It is considered appropriate to institutionalize the method of verifying and certifying real estate data on real estate transaction platforms in the form of self-regulation in terms of the reliability and usability of the algorithm. Algorithms used in real estate transactions will also be secured if a certification system is established by public institutions and supervisory obligations are imposed.
    As the world's first artificial intelligence law was established in the EU in April 2024, and the artificial intelligence law was also enacted in Colorado in May 2024, laws related to AI are emerging in each country, but regulations specific to the real estate sector have not yet been attempted, so it is essential to accumulate preemptive discussions on the legal framework for the use of algorithms in real estate transactions.
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    While real estate transactions through algorithms are expected to expand beyond market price analysis, valuation, and rights analysis to real estate brokerage and real estate management, and the frequency of use is also expected to increase, algorithm...

    While real estate transactions through algorithms are expected to expand beyond market price analysis, valuation, and rights analysis to real estate brokerage and real estate management, and the frequency of use is also expected to increase, algorithmic biased or inaccurate decisions may result in losses. In this case, the user has room to dispute the default as a kind of incomplete performance, but there will be a considerable possibility that the real estate transaction platform using the algorithm will have a disclaimer in the terms and conditions in advance. Also, even if this is not the case, there is a problem that it is difficult to prove the damage caused by the algorithm. Algorithms, like products, are difficult to prove damage due to the complexity of technology and asymmetry of information, so if the "presumption of defects" under the Product Liability Act is applied by analogy, the effectiveness of civil liability can be improved.
    In order to stably expand the use of AI or algorithms in real estate transactions, it is necessary to establish specific norms governing algorithms used in real estate transactions. These norms should specify the scope of the responsibilities borne by algorithm developers and real estate transaction platforms, and the obligation to explain the contents and specify them in terms and conditions and contracts should also be included to enhance the effectiveness of post-rescue measures. It is also necessary to seek data management methods to ensure the accuracy of real estate data used in algorithms. It is considered appropriate to institutionalize the method of verifying and certifying real estate data on real estate transaction platforms in the form of self-regulation in terms of the reliability and usability of the algorithm. Algorithms used in real estate transactions will also be secured if a certification system is established by public institutions and supervisory obligations are imposed.
    As the world's first artificial intelligence law was established in the EU in April 2024, and the artificial intelligence law was also enacted in Colorado in May 2024, laws related to AI are emerging in each country, but regulations specific to the real estate sector have not yet been attempted, so it is essential to accumulate preemptive discussions on the legal framework for the use of algorithms in real estate transactions.

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    참고문헌 (Reference)

    1 유영국, "행태정보에 기반한 온라인 맞춤형 광고에 대한 경쟁 소비자법적 관점의 접근" 9 (9): 2022

    2 정진명, "인공지능에 대한 민사책임 법리" 34 (34): 2018

    3 양종모, "인공지능 알고리즘의 편향성, 불투명성이 법적 의사결정에 미치는 영향 및 규율 방안" (723) : 2017

    4 이나래, "인공지능 기반 의사결정에 대한 법률적 규율 방안" 15 (15): 2019

    5 이제희, "알고리즘의 취급에 대한 법적 논의" 19 (19): 2018

    6 김윤명, "알고리즘과 법-알고리즘 차별에 따른 공정성 확보방안" 2019

    7 조장우, "알고리즘 혁신의 민사적 쟁점" 27 (27): 2024

    8 박소영, "손해배상책임 관점에서의 인공지능특징과 관련 제도 논의" 15 (15): 2019

    9 "https://www.natlawreview.com/article/cfpb-pr ovides-new-guidance-discrimination-algorith mic-credit-decisions"

    10 "https://www.congress.gov/bill/117th-congress /house-bill/6580/text?r=2&s=1"

    1 유영국, "행태정보에 기반한 온라인 맞춤형 광고에 대한 경쟁 소비자법적 관점의 접근" 9 (9): 2022

    2 정진명, "인공지능에 대한 민사책임 법리" 34 (34): 2018

    3 양종모, "인공지능 알고리즘의 편향성, 불투명성이 법적 의사결정에 미치는 영향 및 규율 방안" (723) : 2017

    4 이나래, "인공지능 기반 의사결정에 대한 법률적 규율 방안" 15 (15): 2019

    5 이제희, "알고리즘의 취급에 대한 법적 논의" 19 (19): 2018

    6 김윤명, "알고리즘과 법-알고리즘 차별에 따른 공정성 확보방안" 2019

    7 조장우, "알고리즘 혁신의 민사적 쟁점" 27 (27): 2024

    8 박소영, "손해배상책임 관점에서의 인공지능특징과 관련 제도 논의" 15 (15): 2019

    9 "https://www.natlawreview.com/article/cfpb-pr ovides-new-guidance-discrimination-algorith mic-credit-decisions"

    10 "https://www.congress.gov/bill/117th-congress /house-bill/6580/text?r=2&s=1"

    11 "https://artificialintelligenceact.eu/article/5/"

    12 FTC, "Using Artificial Intelligence and Algorithms"

    13 Bruce Schneier, "Policy Issues surrounding Artificial Intelligence" 2017

    14 Joshua A. Kroll, "Policy Issues surrounding Artificial Intelligence" 2017

    15 Joshua New, "How to Fix the Algorithmic Accountability Act"

    16 Alexander Binder, "Explaining Decisions of Neural Networks by LRP" 2017

    17 Samek, W, "Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models"

    18 윤경식 ; 김윤기, "ChatGPT를 활용한 부동산 마케팅에 관한 연구" 40 (40): 2024

    19 Mark MacCarthy, "An Examination of the Algorithmic Accountability Act of 2019" Transatlantic Working Group 2019

    20 이형기, "AI에 의한 알고리즘 매매거래의 법적책임에 관한 소고" 33 (33): 2020

    21 서종희, "4차 산업혁명시대 인공지능형 로봇에의한 부동산 거래 패러다임의 변화" (15) : 2017

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