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王慧, 孙国道, 丁伟杰, 王潇, 张颖, 梁荣华. 司法判决文书数据中演化模式的挖掘和可视分析[J]. 计算机辅助设计与图形学学报, 2022, 34(3): 470-481. DOI: 10.3724/SP.J.1089.2022.18916
引用本文: 王慧, 孙国道, 丁伟杰, 王潇, 张颖, 梁荣华. 司法判决文书数据中演化模式的挖掘和可视分析[J]. 计算机辅助设计与图形学学报, 2022, 34(3): 470-481. DOI: 10.3724/SP.J.1089.2022.18916
Wang Hui, Sun Guodao, Ding Weijie, Wang Xiao, Zhang Ying, Liang Ronghua. Visual Analysis of Evolutionary Patterns in Judicial Judgment Documents[J]. Journal of Computer-Aided Design & Computer Graphics, 2022, 34(3): 470-481. DOI: 10.3724/SP.J.1089.2022.18916
Citation: Wang Hui, Sun Guodao, Ding Weijie, Wang Xiao, Zhang Ying, Liang Ronghua. Visual Analysis of Evolutionary Patterns in Judicial Judgment Documents[J]. Journal of Computer-Aided Design & Computer Graphics, 2022, 34(3): 470-481. DOI: 10.3724/SP.J.1089.2022.18916

司法判决文书数据中演化模式的挖掘和可视分析

Visual Analysis of Evolutionary Patterns in Judicial Judgment Documents

  • 摘要: 现有的司法数据分析以传统的统计图表为主,与案件数据的内部信息关联不够,低效落后,难以满足司法数据的分析需求.因此,针对司法判决文书数据,提出一种通过用户交互的方式展示司法数据时序演化过程的方法.首先提出基于分层结构的层次演化视图,从整体上分析时序变化;结合矩阵视图、词网络视图、主题聚类图和词云,展开案件内部多元信息的精细化分析;提取案情三元组信息,并展开关键实体的约束布局,帮助快速定位和掌握案件内容.基于千万级规模司法判决文书数据,展开案件纠纷类型演变和案件内部关系的案例分析,并针对多个视图任务结合评分方式展开定量用户研究评估,反馈得到所有问题平均评分均大于3.5,为后续司法文书数据的可视分析提供了一种解决思路.

     

    Abstract: Existing analysis of judicial data is mainly based on traditional statistical charts,and can not better relate to the internal information of judicial document nor satisfy the requirement of judicial data analysis.A visual analysis approach is proposed to analyze the judicial judgment document data by interactively presenting the evolution of judicial data.First,the approach consists of a hierarchical structure based evolution view to analyze the overall changes of judicial judgment document data.Second,the approach combines matrix view,word network view,topic clustering graph,and word cloud to carry out a refined analysis of internal multiple information.The triplet information of the case is further extracted and the key entities are visualized with constraint layout to help locate and grasp the contents of the case quickly.Based on a large-scale judicial judgment documents,case analysis is conducted on the evolution of case dispute types and the internal relations of the case,and quantitative user research and evaluation for multiple view tasks combined with the scoring method are carried out.The average score of all questions is larger than 3.5,which provides a potential solution for the subsequent visual analysis of judicial document data.

     

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