Implementation of Hybrid Methods in the Application of Experimental Psychology for Analysis of Mental Endurance Conditions
Psychology is the study of the behavior and mental processes of a person. In psychology, psychological tests or psychological tests are often used as part of the selection to determine the maximum performance of prospective employees based on mental endurance conditions from the factors of speed, ac...
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| Language: | eng |
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Department of Informatics, Universitas Muhammadiyah Surakarta, Indonesia
2021
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| Online Access: | https://journals.ums.ac.id/index.php/khif/article/view/11637 |
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| author | Nurhasan, Usman Rahmantyo, Anugrah Nur Maulidiyah, Aflah Rahman |
| author_facet | Nurhasan, Usman Rahmantyo, Anugrah Nur Maulidiyah, Aflah Rahman |
| author_sort | Nurhasan, Usman |
| collection | OJS |
| description | Psychology is the study of the behavior and mental processes of a person. In psychology, psychological tests or psychological tests are often used as part of the selection to determine the maximum performance of prospective employees based on mental endurance conditions from the factors of speed, accuracy, and consistency. One of the psychological test tools is the Mirror Tracer Apparatus which is used to determine the condition of a person's mental endurance with visual coordination in responding to the inverted image of an object seen through a mirror. Because the use of the Mirror Tracer Apparatus only uses one pattern, and the cost is quite expensive, an Experimental Psychology Implementation Application is created which is implemented in an Android-based application to make it easier with many patterns. This application is designed using a combination of two methods (Hybrid Method). The Fuzzy Mamdani method is used to generate a mental health condition level score, and the Template Matching method is to match the pattern of the resulting images with the template. These two methods aim to apply the psychological knowledge base to the application. Data processing is carried out by giving weight ratings to the experimental tools carried out by the user. The results of this study have been tested on psychologists, resulting in a score of 83% agreeing that the application can be used as an alternative test tool, and 92% of prospective new employees stated that the application can determine the condition of mental endurance. |
| format | UMS Journal (OJS) |
| id | oai:ojs2.journals.ums.ac.id:article-11637 |
| institution | Universitas Muhammadiyah Surakarta |
| language | eng |
| publishDate | 2021 |
| publisher | Department of Informatics, Universitas Muhammadiyah Surakarta, Indonesia |
| record_format | ojs |
| spelling | oai:ojs2.journals.ums.ac.id:article-11637 Implementation of Hybrid Methods in the Application of Experimental Psychology for Analysis of Mental Endurance Conditions Nurhasan, Usman Rahmantyo, Anugrah Nur Maulidiyah, Aflah Rahman fuzzy mamdani; mirror tracer; experimental psychology; template matching Psychology is the study of the behavior and mental processes of a person. In psychology, psychological tests or psychological tests are often used as part of the selection to determine the maximum performance of prospective employees based on mental endurance conditions from the factors of speed, accuracy, and consistency. One of the psychological test tools is the Mirror Tracer Apparatus which is used to determine the condition of a person's mental endurance with visual coordination in responding to the inverted image of an object seen through a mirror. Because the use of the Mirror Tracer Apparatus only uses one pattern, and the cost is quite expensive, an Experimental Psychology Implementation Application is created which is implemented in an Android-based application to make it easier with many patterns. This application is designed using a combination of two methods (Hybrid Method). The Fuzzy Mamdani method is used to generate a mental health condition level score, and the Template Matching method is to match the pattern of the resulting images with the template. These two methods aim to apply the psychological knowledge base to the application. Data processing is carried out by giving weight ratings to the experimental tools carried out by the user. The results of this study have been tested on psychologists, resulting in a score of 83% agreeing that the application can be used as an alternative test tool, and 92% of prospective new employees stated that the application can determine the condition of mental endurance. Department of Informatics, Universitas Muhammadiyah Surakarta, Indonesia 2021-04-30 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion application/pdf https://journals.ums.ac.id/index.php/khif/article/view/11637 10.23917/khif.v7i1.11637 Khazanah Informatika : Jurnal Ilmu Komputer dan Informatika; Vol. 7 No. 1 April 2021 Khazanah Informatika; Vol. 7 No. 1 April 2021 2477-698X 2621-038X eng https://journals.ums.ac.id/index.php/khif/article/view/11637/6577 Copyright (c) 2021 Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika http://creativecommons.org/licenses/by/4.0 |
| spellingShingle | fuzzy mamdani; mirror tracer; experimental psychology; template matching Nurhasan, Usman Rahmantyo, Anugrah Nur Maulidiyah, Aflah Rahman Implementation of Hybrid Methods in the Application of Experimental Psychology for Analysis of Mental Endurance Conditions |
| title | Implementation of Hybrid Methods in the Application of Experimental Psychology for Analysis of Mental Endurance Conditions |
| title_full | Implementation of Hybrid Methods in the Application of Experimental Psychology for Analysis of Mental Endurance Conditions |
| title_fullStr | Implementation of Hybrid Methods in the Application of Experimental Psychology for Analysis of Mental Endurance Conditions |
| title_full_unstemmed | Implementation of Hybrid Methods in the Application of Experimental Psychology for Analysis of Mental Endurance Conditions |
| title_short | Implementation of Hybrid Methods in the Application of Experimental Psychology for Analysis of Mental Endurance Conditions |
| title_sort | implementation of hybrid methods in the application of experimental psychology for analysis of mental endurance conditions |
| topic | fuzzy mamdani; mirror tracer; experimental psychology; template matching |
| topic_facet | fuzzy mamdani; mirror tracer; experimental psychology; template matching |
| url | https://journals.ums.ac.id/index.php/khif/article/view/11637 |
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