Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure

This study aims to resolve existing problems, which is to resolve weaknesses that have both the certainty factor approach and the cognitive map approach in diagnosing cardiac failure, so that the Certainty Cognitive Map (CCM) approach is used to diagnose cardiac abnormalities, which is an approach o...

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Main Authors: Sumiati, ., Hoga, Saragih, T.K.A, Rahman, Agung, Triayudi
Format: Journal
Language:en
Published: 2021
Subjects:
Online Access:http://ur.aeu.edu.my/829/1/el-15-01-04%20-%20index%20in%20scopus.pdf
http://ur.aeu.edu.my/829/
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author Sumiati, .
Hoga, Saragih
T.K.A, Rahman
Agung, Triayudi
author_facet Sumiati, .
Hoga, Saragih
T.K.A, Rahman
Agung, Triayudi
author_sort Sumiati, .
building AEU Library
collection Institutional Repository
content_provider Asia e University
content_source AEU University Repository
continent Asia
country Malaysia
description This study aims to resolve existing problems, which is to resolve weaknesses that have both the certainty factor approach and the cognitive map approach in diagnosing cardiac failure, so that the Certainty Cognitive Map (CCM) approach is used to diagnose cardiac abnormalities, which is an approach of certainty factor modification and Cognitive Map (CM) modification. The results of the study show that with the Certainty Cognitive Map (CCM) approach, it is able to form an intact cognitive map where a causal relationship is seen between the evidence with other evidence, and certainty cognitive map is able to have one evidence value with other evidence, the causality value of abnormal cognitive maps include: causality value of E1 to E2 of −0.6, E2 of E6 of −0.6, E6 of E12 of −0.64, E1 of E13 of −0.64, E14 to E15 amounted to −0.85, E1 to E6 amounted to −0.6, E6 against E7 of −0.64, E7 of E8 of −0.85, E7 of E9 of −0.94, E9 of E10 of 0.25, E10 of E11 of −0.84, E8 of E3 of −0.94, E3 against E4 of −0.97, E4 of E5 of −0.93, E2 of Abnormal at −0.99, E12 of Abnormal at −0.24, E15 of Abnormal at 0.71, E16 of Abnormal at −0.36, E11 against Abnormal at −0.69 and E5 against Abnormal at 0.93, while the normal cognitive causality map values are as follows: E1 against E2 of −0.8, E2 to E3 of 0.84, E3 of E4 of 0.6, E4 of E5 of 0.24, E3 of E4 of 0.6, E5 of E7 of 0.02, E7 against E8 of −0.95, E3 of E9 of 0.89, E9 of E10 of −0.84, E10 of E11 of −0.44, E11 of E12 of −0.13, E2 of E3 of 0.84, E3 to E4 of 0.6, E4 to E10 of 0.47, E10 to E13 of −0.66, E6 to Normal of −0.22, E8 to Normal of 0.77, E12 to Normal of −0.72 and E13 against Normal of 0.84.
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spelling my-aeu-eprints.8292021-01-11T01:55:46Z http://ur.aeu.edu.my/829/ Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure Sumiati, . Hoga, Saragih T.K.A, Rahman Agung, Triayudi HF Commerce This study aims to resolve existing problems, which is to resolve weaknesses that have both the certainty factor approach and the cognitive map approach in diagnosing cardiac failure, so that the Certainty Cognitive Map (CCM) approach is used to diagnose cardiac abnormalities, which is an approach of certainty factor modification and Cognitive Map (CM) modification. The results of the study show that with the Certainty Cognitive Map (CCM) approach, it is able to form an intact cognitive map where a causal relationship is seen between the evidence with other evidence, and certainty cognitive map is able to have one evidence value with other evidence, the causality value of abnormal cognitive maps include: causality value of E1 to E2 of −0.6, E2 of E6 of −0.6, E6 of E12 of −0.64, E1 of E13 of −0.64, E14 to E15 amounted to −0.85, E1 to E6 amounted to −0.6, E6 against E7 of −0.64, E7 of E8 of −0.85, E7 of E9 of −0.94, E9 of E10 of 0.25, E10 of E11 of −0.84, E8 of E3 of −0.94, E3 against E4 of −0.97, E4 of E5 of −0.93, E2 of Abnormal at −0.99, E12 of Abnormal at −0.24, E15 of Abnormal at 0.71, E16 of Abnormal at −0.36, E11 against Abnormal at −0.69 and E5 against Abnormal at 0.93, while the normal cognitive causality map values are as follows: E1 against E2 of −0.8, E2 to E3 of 0.84, E3 of E4 of 0.6, E4 of E5 of 0.24, E3 of E4 of 0.6, E5 of E7 of 0.02, E7 against E8 of −0.95, E3 of E9 of 0.89, E9 of E10 of −0.84, E10 of E11 of −0.44, E11 of E12 of −0.13, E2 of E3 of 0.84, E3 to E4 of 0.6, E4 to E10 of 0.47, E10 to E13 of −0.66, E6 to Normal of −0.22, E8 to Normal of 0.77, E12 to Normal of −0.72 and E13 against Normal of 0.84. 2021 Journal PeerReviewed text en http://ur.aeu.edu.my/829/1/el-15-01-04%20-%20index%20in%20scopus.pdf Sumiati, . and Hoga, Saragih and T.K.A, Rahman and Agung, Triayudi (2021) Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure. Journal of Innovative Computing, Information and Control, 15 (1). pp. 27-36. ISSN 1881-803X
spellingShingle HF Commerce
Sumiati, .
Hoga, Saragih
T.K.A, Rahman
Agung, Triayudi
Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure
title Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure
title_full Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure
title_fullStr Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure
title_full_unstemmed Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure
title_short Certainty Cognitive Map (CCM) for Accessing Cognitive Map Causality Using Certainty Factors for Cardiac Failure
title_sort certainty cognitive map (ccm) for accessing cognitive map causality using certainty factors for cardiac failure
topic HF Commerce
url http://ur.aeu.edu.my/829/1/el-15-01-04%20-%20index%20in%20scopus.pdf
http://ur.aeu.edu.my/829/
url_provider http://ur.aeu.edu.my/