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How much do you know about Case-Based Reasoning (CBR)?

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How much do you know about Case-Based Reasoning (CBR)?

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Questions and Answers

¿Qué es el razonamiento basado en casos (CBR)?

Un tipo de razonamiento basado en la lógica para resolver problemas futuros.
Un tipo de razonamiento basado en la intuición para resolver problemas futuros.
Un tipo de razonamiento basado en experiencias pasadas para resolver problemas futuros. (correct)
Un tipo de razonamiento basado en la suerte para resolver problemas futuros.

¿Qué supone el CBR?

Que problemas diferentes tienen soluciones similares.
Que problemas diferentes tienen soluciones diferentes.
Que problemas similares tienen soluciones similares. (correct)
Que problemas similares tienen soluciones diferentes.

¿Cuáles son los cuatro procesos secuenciales del CBR?

Recuperar, Reusar, Revisar y Retener.
Recordar, Reutilizar, Revisar y Retener.
Recuperar, Reutilizar, Revisar y Recordar.
Recuperar, Reusar, Revisar y Recordar. (correct)

¿Qué implica el proceso de Recuperar?

Analizar casos almacenados que son similares al problema actual. (D) Signup and view all the answers

¿Qué implica el proceso de Reutilizar o Adaptación?

Trabajar con soluciones proporcionadas por casos similares para encontrar una solución efectiva (D) Signup and view all the answers

¿Qué implica el proceso de Revisar?

Evaluar y revisar la solución propuesta y posiblemente aplicar conocimientos adicionales. (C) Signup and view all the answers

¿Qué implica el proceso de Retener?

Aprender de la nueva experiencia y almacenar el caso actual con la solución definitiva (A) Signup and view all the answers

¿Qué es el CBP?

CBR especializado para la planificación. (B) Signup and view all the answers

Study Notes

Case-based reasoning (CBR) is a type of reasoning based on past experiences to solve future problems.
CBR assumes that similar problems have similar solutions.
CBR involves four sequential processes: Retrieve, Reuse, Revise, and Retain.
Retrieve involves analyzing stored cases that are similar to the current problem.
Reuse or adaptation involves working with solutions provided by similar cases to come up with an effective solution.
Revise involves evaluating and revising the proposed solution, and possibly applying additional knowledge.
Retain involves learning from the new experience and storing the current case with the definitive solution.
CBR can be specialized for planning, known as CBP.
The architecture of a CBR system includes the base of cases and the base of knowledge.
The base of knowledge contains theories, principles, rules, etc. to facilitate decision-making and learning from experiences.

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Description

Test your knowledge of Case-Based Reasoning (CBR) with this quiz. Learn about the four sequential processes of CBR and its specialized planning version, CBP. Understand the architecture of a CBR system and the role of its two bases: the base of cases and the base of knowledge. Improve your understanding of this reasoning approach and its applications with this engaging quiz.