Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher Education
Data governance involves setting internal standards for how data is collected, stored, processed and deleted. In the context of the oil industry, data governance can intervene at the level of oil exploration and production to manipulate data in particular. In our contribution, we explain how Fuzzy...
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| Format: | Article |
| Language: | English |
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Universitas Buana Perjuangan Karawang
2025-01-01
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| Series: | Buana Information Technology and Computer Sciences |
| Subjects: | |
| Online Access: | https://journal.ubpkarawang.ac.id/index.php/bit-cs/article/view/7697 |
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| _version_ | 1832576020682637312 |
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| author | Bambang Triraharjo Prilian Ayu Minarni Baskoro |
| author_facet | Bambang Triraharjo Prilian Ayu Minarni Baskoro |
| author_sort | Bambang Triraharjo |
| collection | DOAJ |
| description | Data governance involves setting internal standards for how data is collected, stored, processed and deleted. In the context of the oil industry, data governance can intervene at the level of oil exploration and production to manipulate data in particular. In our contribution, we explain how Fuzzy c - means based machine learning can be used for oil data governance. This deep artificial intelligence concept, which we will use in addition to fuzzy logic, by applying Fuzzy c - means for good training can enable the decision-maker a better governance policy. |
| format | Article |
| id | doaj-art-dc1674e8429446a194117f5869fb44a8 |
| institution | Kabale University |
| issn | 2715-2448 2715-7199 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Universitas Buana Perjuangan Karawang |
| record_format | Article |
| series | Buana Information Technology and Computer Sciences |
| spelling | doaj-art-dc1674e8429446a194117f5869fb44a82025-01-31T15:07:54ZengUniversitas Buana Perjuangan KarawangBuana Information Technology and Computer Sciences2715-24482715-71992025-01-0161394510.36805/bit-cs.v6i1.76977697Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher EducationBambang Triraharjo0Prilian Ayu Minarni1Baskoro2Universitas Muhammadiyah PringsewuUniversitas Muhammadiyah PringsewuUniversitas Muhammadiyah PringsewuData governance involves setting internal standards for how data is collected, stored, processed and deleted. In the context of the oil industry, data governance can intervene at the level of oil exploration and production to manipulate data in particular. In our contribution, we explain how Fuzzy c - means based machine learning can be used for oil data governance. This deep artificial intelligence concept, which we will use in addition to fuzzy logic, by applying Fuzzy c - means for good training can enable the decision-maker a better governance policy.https://journal.ubpkarawang.ac.id/index.php/bit-cs/article/view/7697predictionclassificationdata miningc4.5 algorithmdecision tree |
| spellingShingle | Bambang Triraharjo Prilian Ayu Minarni Baskoro Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher Education Buana Information Technology and Computer Sciences prediction classification data mining c4.5 algorithm decision tree |
| title | Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher Education |
| title_full | Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher Education |
| title_fullStr | Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher Education |
| title_full_unstemmed | Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher Education |
| title_short | Implementation of the C4.5 Algorithm in Predicting the Interest of Prospective Students in Choosing Higher Education |
| title_sort | implementation of the c4 5 algorithm in predicting the interest of prospective students in choosing higher education |
| topic | prediction classification data mining c4.5 algorithm decision tree |
| url | https://journal.ubpkarawang.ac.id/index.php/bit-cs/article/view/7697 |
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