rule-based analysis
[/ˈruːl beɪst əˈnæləsɪs/]
nounpl: rule-based analyses
análise baseada em regras
1. A systematic examination or evaluation method that applies a predetermined set of logical rules or criteria to data, information, or a subject matter to reach conclusions or make decisions
The software uses rule-based analysis to detect fraudulent transactions by applying specific criteria to account activity.
O software utiliza análise baseada em regras para detectar transações fraudulentas aplicando critérios específicos à atividade da conta.
2. In artificial intelligence and computational linguistics, a method of processing information using explicit rules rather than machine learning algorithms
Rule-based analysis in natural language processing relies on grammar rules and lexical databases rather than statistical models.
A análise baseada em regras no processamento de linguagem natural depende de regras gramaticais e bases de dados lexicais em vez de modelos estatísticos.
3. A structured approach to problem-solving or data interpretation where outcomes are determined by applying if-then logical statements
The quality control department implemented rule-based analysis to standardize defect classification across all production lines.
O departamento de controle de qualidade implementou análise baseada em regras para padronizar a classificação de defeitos em todas as linhas de produção.
Rule-based analysis is a foundational concept in both American and Brazilian technology sectors, particularly in software development, quality assurance, and artificial intelligence research. In Brazil, there has been increased adoption of rule-based systems in financial technology (fintech) and regulatory compliance sectors due to the need for transparent, auditable decision-making processes. This contrasts with the global trend toward machine learning, making rule-based approaches valuable in regulated industries such as banking and insurance where explainability is legally required.
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