example-based analysis
[/ɪɡˈzæmpəl beɪst əˈnæləsɪs/]
nounfemininepl: análises baseadas em exemplos
análise baseada em exemplos
1. A method of analysis that relies on examining specific cases or instances to draw conclusions, identify patterns, or understand broader principles
The researcher used example-based analysis to understand consumer behavior by studying individual purchase histories.
O pesquisador utilizou análise baseada em exemplos para entender o comportamento do consumidor estudando históricos de compras individuais.
2. In computer science and AI, a technique where a system learns from or processes data by reference to concrete examples rather than abstract rules
Example-based analysis in machine learning allows algorithms to recognize patterns through training on specific data instances.
A análise baseada em exemplos em aprendizado de máquina permite que algoritmos reconheçam padrões através do treinamento em instâncias de dados específicas.
3. A qualitative research approach that examines case studies or specific scenarios to develop insights and understanding
The educational study employed example-based analysis by examining several schools' successful literacy programs.
O estudo educacional empregou análise baseada em exemplos examinando vários programas de alfabetização bem-sucedidos em escolas.
This term is primarily used in academic, technical, and business contexts in both Brazil and the USA. In Brazilian universities and tech companies, it's increasingly common in discussions of AI, data science, and educational methodology. The approach reflects a preference for inductive reasoning and empirical evidence, particularly valued in pragmatic American business culture and rigorous Brazilian scientific circles.
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