Can Predictive Justice Improve the Predictability and Consistency of Judicial Decision-Making?

被引:3
作者
Bex, Floris [1 ,2 ]
Prakken, Henry [1 ,3 ,4 ]
机构
[1] Univ Utrecht, Utrecht, Netherlands
[2] Tilburg Univ, Tilburg, Netherlands
[3] Univ Groningen, Groningen, Netherlands
[4] European Univ Inst, Fiesole, Italy
来源
LEGAL KNOWLEDGE AND INFORMATION SYSTEMS | 2021年 / 346卷
关键词
Predictive justice; decision prediction; predictability; consistency;
D O I
10.3233/FAIA210338
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
There has recently been talk of algorithms that predict decisions in legal cases being used by the judiciary to improve the predictability and consistency of judicial decision making. We argue that their use may minimise the error rate of decisions in the long run, but that this would require not only major technical advances but also major changes in legal thinking about what is the most important objective of judicial decision-making: optimising individual justice in a particular case or reducing errors in the long run. We further argue that if algorithmic decision predictors give any useful information in individual cases to judges at all, this is not in its predictions but in its explanations.
引用
收藏
页码:207 / 214
页数:8
相关论文
共 16 条
[1]   Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective [J].
Aletras, Nikolaos ;
Tsarapatsanis, Dimitrios ;
Preotiuc-Pietro, Daniel ;
Lampos, Vasileios .
PEERJ COMPUTER SCIENCE, 2016, 2016 (10)
[2]  
Aleven V., 1997, Teaching case-based argumentation through a model and examples
[3]  
Ashley K. D., 2019, Law in Context, V36, P93
[4]   Automatically classifying case texts and predicting outcomes [J].
Ashley, Kevin D. ;
Bruninghaus, Stefanie .
ARTIFICIAL INTELLIGENCE AND LAW, 2009, 17 (02) :125-165
[5]  
Babic B, 2020, HARVARD BUS REV, V98, P56
[6]  
Bex Floris, 2021, ICAIL '21: Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law, P175, DOI 10.1145/3462757.3466069
[7]  
Buchanan B. G., 1984, RULE BASED EXPERT SY
[8]  
European Commission for the Efficiency of Justice (CEPEJ) Council of Europe, 2018, European ethical charter on the use of artificial intelligence in judicial systems and their environment
[9]  
Grabmair M., 2017, P 16 INT C ART INT L, P89
[10]   A general approach for predicting the behavior of the Supreme Court of the United States [J].
Katz, Daniel Martin ;
Bommarito, Michael J., II ;
Blackman, Josh .
PLOS ONE, 2017, 12 (04)