Analysis of Supreme Court of Korea's Judgment Criteria on the Degree of Assault and Intimidation - For Empirical Verification of the Court's Judgment Process

The degree of assault and intimidation is difficult for the general public to analyze because it is unknown how the degree is derived from acting as a factor in dealing with the severity of the crime. Therefore, many studies have been conducted to prove or discover what key elements constitute abstract concepts empirically. This study presents a judgment analysis method that derives elements for each issue using the standard form of the judgment shared through precedents. This is different from previous studies because it allows data mining on large amounts of judgments. This method determines the existence based on the criteria presented by the judgment and establishes the classification criteria according to the theory, and linear regression results are derived. This linear regression model confirmed that the importance of elements by the issue was different, and the reason for the judgment was proved. This could increase the predictability of judgments by analyzing precedents even for the general public.

Keyword : Humanities data analysis, linear regression, precedents, importance analysis, feature selection