Textual similarity for legal precedents discovery: Assessing the performance of machine learning techniques in an administrative court.
Hugo MentzingenNuno AntónioFernando BaçãoMárcio CunhaPublished in: Int. J. Inf. Manag. Data Insights (2024)
Keyphrases
- similarity measure
- machine learning
- similarity metric
- multimedia
- data mining
- semantic similarity
- distance measure
- e government
- similarity measurement
- natural language
- similarity metrics
- discovery process
- visual representations
- legal knowledge
- pattern discovery
- case law
- similarity function
- statistical methods
- euclidean distance
- distance function
- machine learning algorithms
- management system
- knowledge discovery
- metadata
- information systems
- legal information retrieval
- artificial intelligence and law
- information retrieval
- social networks
- legal information
- scientific discovery
- intellectual property
- public administration
- machine learning approaches
- free text
- machine learning methods