Analisis Kepuasan Mahasiswa UIN Semarang Terhadap E-Learning Menggunakan Algoritma C.45
Student satisfaction on the use of e-learning is an important role for the continuity of an educational institution, especially in the current era of the covid 19 pandemic, the process of teaching and learning activities that are usually carried out in offline classes is abolished and replaced by ut...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | Indonesian |
| Published: |
Universitas PGRI Semarang
2022-07-01
|
| Series: | Jurnal informatika UPGRIS |
| Subjects: | |
| Online Access: | http://journal.upgris.ac.id/index.php/JIU/article/view/11588 |
| _version_ | 1818082753421246464 |
|---|---|
| author | Shona Chayy Bilqisth Farah Amalia |
| author_facet | Shona Chayy Bilqisth Farah Amalia |
| author_sort | Shona Chayy Bilqisth |
| collection | DOAJ |
| description | Student satisfaction on the use of e-learning is an important role for the continuity of an educational institution, especially in the current era of the covid 19 pandemic, the process of teaching and learning activities that are usually carried out in offline classes is abolished and replaced by utilizing the e-learning system. Because of the importance of the role of e-learning as a medium for student learning, knowledge is needed to determine the level of student satisfaction of e-learning as an evaluation material for managers to improve the quality of e-learning so that it can provide optimal services to students. Therefore, a classification technique with data mining is needed using the c.45 algorithm method on the WEKA (Waikato Environment for Knowledge Analysis) software. The results show that 73% of students are satisfied with the e-learning of the State Islamic University of Semarang and 23% of students are not satisfied with an accuracy of 84.76%. |
| first_indexed | 2024-12-10T19:27:07Z |
| format | Article |
| id | doaj.art-9cb2217f4f604b04bea79c59c123c6b5 |
| institution | Directory Open Access Journal |
| issn | 2460-4801 2477-6645 |
| language | Indonesian |
| last_indexed | 2024-12-10T19:27:07Z |
| publishDate | 2022-07-01 |
| publisher | Universitas PGRI Semarang |
| record_format | Article |
| series | Jurnal informatika UPGRIS |
| spelling | doaj.art-9cb2217f4f604b04bea79c59c123c6b52022-12-22T01:36:21ZindUniversitas PGRI SemarangJurnal informatika UPGRIS2460-48012477-66452022-07-018110.26877/jiu.v8i1.115884941Analisis Kepuasan Mahasiswa UIN Semarang Terhadap E-Learning Menggunakan Algoritma C.45Shona Chayy Bilqisth0Farah Amalia1Semarang UniversitySemarang State Islamic UniversityStudent satisfaction on the use of e-learning is an important role for the continuity of an educational institution, especially in the current era of the covid 19 pandemic, the process of teaching and learning activities that are usually carried out in offline classes is abolished and replaced by utilizing the e-learning system. Because of the importance of the role of e-learning as a medium for student learning, knowledge is needed to determine the level of student satisfaction of e-learning as an evaluation material for managers to improve the quality of e-learning so that it can provide optimal services to students. Therefore, a classification technique with data mining is needed using the c.45 algorithm method on the WEKA (Waikato Environment for Knowledge Analysis) software. The results show that 73% of students are satisfied with the e-learning of the State Islamic University of Semarang and 23% of students are not satisfied with an accuracy of 84.76%.http://journal.upgris.ac.id/index.php/JIU/article/view/11588c.45 algorithm, classification, student satisfaction |
| spellingShingle | Shona Chayy Bilqisth Farah Amalia Analisis Kepuasan Mahasiswa UIN Semarang Terhadap E-Learning Menggunakan Algoritma C.45 Jurnal informatika UPGRIS c.45 algorithm, classification, student satisfaction |
| title | Analisis Kepuasan Mahasiswa UIN Semarang Terhadap E-Learning Menggunakan Algoritma C.45 |
| title_full | Analisis Kepuasan Mahasiswa UIN Semarang Terhadap E-Learning Menggunakan Algoritma C.45 |
| title_fullStr | Analisis Kepuasan Mahasiswa UIN Semarang Terhadap E-Learning Menggunakan Algoritma C.45 |
| title_full_unstemmed | Analisis Kepuasan Mahasiswa UIN Semarang Terhadap E-Learning Menggunakan Algoritma C.45 |
| title_short | Analisis Kepuasan Mahasiswa UIN Semarang Terhadap E-Learning Menggunakan Algoritma C.45 |
| title_sort | analisis kepuasan mahasiswa uin semarang terhadap e learning menggunakan algoritma c 45 |
| topic | c.45 algorithm, classification, student satisfaction |
| url | http://journal.upgris.ac.id/index.php/JIU/article/view/11588 |
| work_keys_str_mv | AT shonachayybilqisth analisiskepuasanmahasiswauinsemarangterhadapelearningmenggunakanalgoritmac45 AT farahamalia analisiskepuasanmahasiswauinsemarangterhadapelearningmenggunakanalgoritmac45 |