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Anonymisation of judicial decisions with machine learning
Published on Jul 24, 20171167 Views
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.
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Tacita Court decisions anonymizer00:00
Court decision anonymisation00:22
Data01:42
Approach02:40
Approach - classification04:01
Features - basic05:29
Features – context - 208:39
Features – context08:51
Features – context - 309:16
Features – features of neighbours09:52
Rate of success10:15
Examples11:52
Examples – successfull anonymisation12:56
Examples – successfull detection of errors13:13
Examples – unneccessary anonymisation13:31
Examples – our mistakes during anonymisation13:42
Performance13:47
Functioning of the system14:41
User interface15:29
Questions...17:00