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机器学习使司法裁决匿名化

Anonymisation of judicial decisions with machine learning
课程网址: http://videolectures.net/lawandethics2017_kovacic_kosmerlj_anonym...  
主讲教师: Aljaž Košmerlj
开课单位: 约瑟夫·斯特凡学院
开课时间: 2017-07-24
课程语种: 英语
课程简介:
Slovenian Constitution determines that court proceedings are public. This means that court hearings (except when there are some special reasons, for instance involved minors, government secrets, etc.) shall be public, and judgments shall be pronounced publicly. Therefore public has the right to know the decisions of judiciary branch of power. However, publishing court decisions is also believed to create a push towards unification of jurisprudence. These are main reasons why Slovenian ministry of justice wants to publish all court decisions on the Internet. However, Slovenian Constitution also protects personal data, so court decisions should be published on the Internet in anonymous form. Before public release, all personal data or other data from which persons involved in trial could be identified, should be removed from court decision In a presentation we will present a tool Tacita, which helps in this anonymisation process. Tool was developed at Jožef Stefan Institute and uses machine learning to predict which part of a court decision should be removed (anonymised) with a high probability. Tacita is not working completely automatic, but helps in otherwise time-consuming manual process of anonymisation. We will also show how the tool has been developed and which tools for analyzing natural language has been used.
关 键 词: 机器学习; 司法裁决; 手动匿名处理
课程来源: 视频讲座网
数据采集: 2020-11-21:cjy
阅读次数: 46