Tag: Law, Economics, and Judicial Systems
#Law, Economics, and Judicial Systems
Predicting Outcomes of Legal Cases based on Legal Factors using Classifiers
Predicting outcomes of legal cases may aid in the understanding of the judicial decision-making process. Outcomes can be predicted based on i) case-specific legal factors …
Prediction, persuasion, and the jurisprudence of behaviourism
There is a growing literature critiquing the unreflective application of big data, predictive analytics, artificial intelligence, and machine-learning techniques to social problems. Such methods may …
Using machine learning to predict decisions of the European Court of Human Rights
When courts started publishing judgements, big data analysis (i.e. large-scale statistical analysis of case law and machine learning) within the legal domain became possible. By …
Application of artificial intelligence in the judiciary and its applicability in North Macedonia
The integration of Artificial Intelligence (AI) in various industries has spurred curiosity about its potential role in reshaping the judiciary. This scientific paper delves into …
Predicting risk in criminal procedure: actuarial tools, algorithms, AI and judicial decision-making
Risk assessments are conducted at a number of decision points in criminal procedure including in bail, sentencing and parole as well as in determining extended …
Survey of Text Mining Techniques Applied to Judicial Decisions Prediction
This paper reviews the most recent literature on experiments with different Machine Learning, Deep Learning and Natural Language Processing techniques applied to predict judicial and …
Big Data�s Disparate Impact
Advocates of algorithmic techniques like data mining argue that these techniques eliminate human biases from the decision-making process. But an algorithm is only as good …
Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective
Recent advances in Natural Language Processing and Machine Learning provide us with the tools to build predictive models that can be used to unveil patterns …
When code isn’t law: rethinking regulation for artificial intelligence
Abstract This article examines the challenges of regulating artificial intelligence (AI) systems and proposes an adapted model of regulation suitable for AI's novel features. Unlike …
