Case-Based Reasoning for Selecting Study Program in Senior High School

One of the reasoning methods in expert system is Case-Based Reasoning (CBR). A problem is searching for past cases in the case base with thehighest similarity degree. This implies that calculation of similarity degree among the cases is an important aspect in CBR. In this study, an application of co...

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Published inInternational journal of advanced computer science & applications Vol. 6; no. 4
Main Authors Mulyana, Sri, Hartati, Sri, Wardoyo, Retantyo, Winarko, Edi
Format Journal Article
LanguageEnglish
Published West Yorkshire Science and Information (SAI) Organization Limited 01.01.2015
Subjects
Expert systems
Intelligence tests
Reasoning
Similarity
Online AccessGet full text
ISSN2158-107X
2156-5570
DOI10.14569/IJACSA.2015.060418

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Abstract One of the reasoning methods in expert system is Case-Based Reasoning (CBR). A problem is searching for past cases in the case base with thehighest similarity degree. This implies that calculation of similarity degree among the cases is an important aspect in CBR. In this study, an application of computer reasoning system based on CBR is developed for selecting study program in Senior High School (SHS). This aplication can be used to assist students for selecting study program. The cases used in the study include results of the intelligence test, student’s interest, and grades of several subjects.Each case in the case base will be calculated for the similarity degree with new cases entered. Furthermore, it is the cases with highest similarity degree that are recommended as solutions.
AbstractList One of the reasoning methods in expert system is Case-Based Reasoning (CBR). A problem is searching for past cases in the case base with thehighest similarity degree. This implies that calculation of similarity degree among the cases is an important aspect in CBR. In this study, an application of computer reasoning system based on CBR is developed for selecting study program in Senior High School (SHS). This aplication can be used to assist students for selecting study program. The cases used in the study include results of the intelligence test, student’s interest, and grades of several subjects.Each case in the case base will be calculated for the similarity degree with new cases entered. Furthermore, it is the cases with highest similarity degree that are recommended as solutions.
Author Hartati, Sri
Winarko, Edi
Mulyana, Sri
Wardoyo, Retantyo
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Intelligence tests
Reasoning
Similarity
Title Case-Based Reasoning for Selecting Study Program in Senior High School
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