PENERAPAN WEIGHTED PRODUCT UNTUK MENENTUKAN MUSYRIF-MUSYRIFAH MA’HAD SUNAN AMPEL AL-ALY UIN MAULANA MALIK IBRAHIM MALANG
Decision support systems mushrifs / ah which is currently still based only add data themselves and upload files online requirements. Although candidates mushrifs / ah will pass some other selection processes, the recommendations of the top leaders become more value every candidate mushrifs / ah list...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | Indonesian |
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Fakultas Sains dan Teknologi, Universitas Ibrahimy
2020-06-01
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| Series: | Jurnal Ilmiah Informatika |
| Subjects: | |
| Online Access: | https://journal.ibrahimy.ac.id/index.php/JIMI/article/view/552/716 |
| _version_ | 1818009308461268992 |
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| author | Hardiana Riski RIswanto Rofi'ul Khasanah Layla Qomariyah Siti Kholifah |
| author_facet | Hardiana Riski RIswanto Rofi'ul Khasanah Layla Qomariyah Siti Kholifah |
| author_sort | Hardiana Riski RIswanto |
| collection | DOAJ |
| description | Decision support systems mushrifs / ah which is currently still based only add data themselves and upload files online requirements. Although candidates mushrifs / ah will pass some other selection processes, the recommendations of the top leaders become more value every candidate mushrifs / ah listed. So that the electoral system is still subjective. This research aims to develop a decision support system mushrifs / ah to implement the Decision Support System (DSS) that mushrifs decision support systems can be more objective. There are several criteria that the reference of the decision support system mushrifs / ah. One method used to resolve the existing problems in some of these criteria is a method of WP (Weighted Product). This method of evaluating several alternatives to atribuat or a set of criteria, where each attribute each independently of one another. By applying the WP method combined with the concept of DSSD then the resulting value of Confusion matrix (recall, percision, f-measure and accuracy) is obtained by finding the value of a comparison between the test data with the data pattern. And the confusion matrix obtained value that gets results Accuracy 75.00%, 71.43% recall, precission 83.33% and 76.92% F-Measure. |
| first_indexed | 2024-04-14T05:40:21Z |
| format | Article |
| id | doaj.art-9736288af5554f33861b870d65dbb98b |
| institution | Directory Open Access Journal |
| issn | 2549-7480 2549-6301 |
| language | Indonesian |
| last_indexed | 2024-04-14T05:40:21Z |
| publishDate | 2020-06-01 |
| publisher | Fakultas Sains dan Teknologi, Universitas Ibrahimy |
| record_format | Article |
| series | Jurnal Ilmiah Informatika |
| spelling | doaj.art-9736288af5554f33861b870d65dbb98b2022-12-22T02:09:28ZindFakultas Sains dan Teknologi, Universitas IbrahimyJurnal Ilmiah Informatika2549-74802549-63012020-06-0151445210.35316/jimi.v5i1.552PENERAPAN WEIGHTED PRODUCT UNTUK MENENTUKAN MUSYRIF-MUSYRIFAH MA’HAD SUNAN AMPEL AL-ALY UIN MAULANA MALIK IBRAHIM MALANGHardiana Riski RIswanto0Rofi'ul Khasanah1Layla Qomariyah2 Siti Kholifah3 Universitas Islam Negeri Maulana Malik Ibrahim Malang Universitas Islam Negeri Maulana Malik Ibrahim Malang Universitas Islam Negeri Maulana Malik Ibrahim Malang Universitas Islam Negeri Maulana Malik Ibrahim MalangDecision support systems mushrifs / ah which is currently still based only add data themselves and upload files online requirements. Although candidates mushrifs / ah will pass some other selection processes, the recommendations of the top leaders become more value every candidate mushrifs / ah listed. So that the electoral system is still subjective. This research aims to develop a decision support system mushrifs / ah to implement the Decision Support System (DSS) that mushrifs decision support systems can be more objective. There are several criteria that the reference of the decision support system mushrifs / ah. One method used to resolve the existing problems in some of these criteria is a method of WP (Weighted Product). This method of evaluating several alternatives to atribuat or a set of criteria, where each attribute each independently of one another. By applying the WP method combined with the concept of DSSD then the resulting value of Confusion matrix (recall, percision, f-measure and accuracy) is obtained by finding the value of a comparison between the test data with the data pattern. And the confusion matrix obtained value that gets results Accuracy 75.00%, 71.43% recall, precission 83.33% and 76.92% F-Measure.https://journal.ibrahimy.ac.id/index.php/JIMI/article/view/552/716weighted productconfusion matrixdecision support system |
| spellingShingle | Hardiana Riski RIswanto Rofi'ul Khasanah Layla Qomariyah Siti Kholifah PENERAPAN WEIGHTED PRODUCT UNTUK MENENTUKAN MUSYRIF-MUSYRIFAH MA’HAD SUNAN AMPEL AL-ALY UIN MAULANA MALIK IBRAHIM MALANG Jurnal Ilmiah Informatika weighted product confusion matrix decision support system |
| title | PENERAPAN WEIGHTED PRODUCT UNTUK MENENTUKAN MUSYRIF-MUSYRIFAH MA’HAD SUNAN AMPEL AL-ALY UIN MAULANA MALIK IBRAHIM MALANG |
| title_full | PENERAPAN WEIGHTED PRODUCT UNTUK MENENTUKAN MUSYRIF-MUSYRIFAH MA’HAD SUNAN AMPEL AL-ALY UIN MAULANA MALIK IBRAHIM MALANG |
| title_fullStr | PENERAPAN WEIGHTED PRODUCT UNTUK MENENTUKAN MUSYRIF-MUSYRIFAH MA’HAD SUNAN AMPEL AL-ALY UIN MAULANA MALIK IBRAHIM MALANG |
| title_full_unstemmed | PENERAPAN WEIGHTED PRODUCT UNTUK MENENTUKAN MUSYRIF-MUSYRIFAH MA’HAD SUNAN AMPEL AL-ALY UIN MAULANA MALIK IBRAHIM MALANG |
| title_short | PENERAPAN WEIGHTED PRODUCT UNTUK MENENTUKAN MUSYRIF-MUSYRIFAH MA’HAD SUNAN AMPEL AL-ALY UIN MAULANA MALIK IBRAHIM MALANG |
| title_sort | penerapan weighted product untuk menentukan musyrif musyrifah ma had sunan ampel al aly uin maulana malik ibrahim malang |
| topic | weighted product confusion matrix decision support system |
| url | https://journal.ibrahimy.ac.id/index.php/JIMI/article/view/552/716 |
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