Legal Challenges and Responses to Artificial Intelligence-Assisted Decision-Making in the International Economic Law System

被引：0
|
作者：
School of Law, Henan University of Urban Construction, Henan, Pingdingshan [1 ]
467044, China
机构：
来源：
Appl. Math. Nonlinear Sci. | / 1卷
关键词：
Legal judgment prediction is becoming a research hotspot in the legal field as an important artificial intelligence-assisted decision-making tool in legal case management; which is able to predict judgment results. In this paper; data from the 2018 China Law Research Cup competition is gathered; and the dataset is preprocessed in the context of international economic law. Then; a multi-task model for legal verdict prediction is proposed; and the training optimization and prediction of the model are designed using CNN; RNN; and LSTM as the semantic coding layer. The model proposed in this paper achieves a significant improvement of 8% and 6% in the accuracy of the model in the prediction of the charging task and the legal sentence task; respectively. In case outcome prediction; the accuracy of the model proposed in this paper is improved by 14.6% on average compared to the feature model-based modeling approach. © 2024 Xiaojuan Zhang; published by Sciendo;
D O I：
10.2478/amns-2024-2506
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Ethical and legal considerations of artificial intelligence and algorithmic decision-making in personalized pricing
    Joshua A. Gerlick
    Stephan M. Liozu
    Journal of Revenue and Pricing Management, 2020, 19 : 85 - 98
  • [22] Ethical and legal considerations of artificial intelligence and algorithmic decision-making in personalized pricing
    Gerlick, Joshua A.
    Liozu, Stephan M.
    JOURNAL OF REVENUE AND PRICING MANAGEMENT, 2020, 19 (02) : 85 - 98
  • [23] Artificial Intelligence and International Economic Law
    MARCEAU, G. A. B. R. I. E. L. L. E.
    DANIELE, F. E. D. E. R. I. C. O.
    WORLD TRADE REVIEW, 2022, 21 (04) : 516 - 520
  • [24] The Application of Artificial Intelligence Decision-Making Algorithm in Crisis Analysis and Optimization of the International Court System
    Zhang, Yuan
    Zhao, Yuepeng
    Zhao, Yueqin
    MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [25] How Clinicians Perceive Artificial Intelligence-Assisted Technologies in Diagnostic Decision Making: Mixed Methods Approach
    Hah, Hyeyoung
    Goldin, Deana Shevit
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2021, 23 (12)
  • [26] Artificial intelligence and decision-making in government functions: opportunities, challenges and future research
    Alshahrani, Albandari
    Griva, Anastasia
    Dennehy, Denis
    Mantymaki, Matti
    TRANSFORMING GOVERNMENT- PEOPLE PROCESS AND POLICY, 2024, 18 (04) : 678 - 698
  • [27] A narrative review of artificial intelligence-assisted histopathologic diagnosis and decision-making for non-small cell lung cancer: achievements and limitations
    Li, Yongzhong
    Chen, Donglai
    Wu, Xuejie
    Yang, Wentao
    Chen, Yongbing
    JOURNAL OF THORACIC DISEASE, 2021, 13 (12) : 7006 - 7020
  • [28] Artificial intelligence-assisted psychosis risk screening in adolescents: Practices and challenges
    Cao, Xiao-Jie
    Liu, Xin-Qiao
    WORLD JOURNAL OF PSYCHIATRY, 2022, 12 (10): : 1287 - 1297
  • [29] Use of Artificial Intelligence in Regulatory Decision-Making
    Jago, Robert
    Gaag, Anna van der
    Stathis, Kostas
    Petej, Ivan
    Lertvittayakumjorn, Piyawat
    Krishnamurthy, Yamuna
    Gao, Yang
    Silva, Juan Caceres
    Webster, Michelle
    Gallagher, Ann
    Austin, Zubin
    JOURNAL OF NURSING REGULATION, 2021, 12 (03) : 11 - 19
  • [30] Algorithms and Decision-Making in Military Artificial Intelligence
    Garcia, Denise
    GLOBAL SOCIETY, 2024, 38 (01) : 24 - 33
12345