rule-based reasoning

[ˈruːl beɪst ˈriːzənɪŋ]
noun
raciocínio baseado em regras
1. A form of artificial intelligence and logical problem-solving that applies a set of predetermined rules to reach conclusions or make decisions
The expert system uses rule-based reasoning to diagnose medical conditions based on patient symptoms.
O sistema especialista usa raciocínio baseado em regras para diagnosticar condições médicas com base nos sintomas do paciente.
2. A cognitive process where decisions are made by matching facts against a collection of if-then rules
Rule-based reasoning is fundamental to many chatbot applications.
O raciocínio baseado em regras é fundamental para muitas aplicações de chatbot.
Rule-based reasoning is a foundational concept in computer science and artificial intelligence education. In Brazil, this term is commonly used in academic and professional IT environments. It represents a deterministic, logic-driven approach to problem-solving that contrasts with modern machine learning approaches, making it an important concept in discussions about AI methodologies in both Brazilian and international tech communities.
Synonyms / Sinônimos
rule-based inferenceforward chainingbackward chaininglogical inferenceif-then reasoning
Antonyms / Antônimos
neural reasoningmachine learningprobabilistic reasoningheuristic reasoning

Regional Variations

General Brazilian
raciocínio baseado em regras
Standard technical term used in IT and AI contexts
Portugal
raciocínio baseado em regras
Same translation used; technical terminology is consistent across Portuguese-speaking regions
Technical/Academic
inferência baseada em regras
Alternative technical term preferred in some academic contexts

Related Words

artificial intelligenceexpert systemknowledge baseinference engineproduction ruleslogical deductionalgorithm

Related Idioms & Phrases

follow the rules
play by the rules
bend the rules
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