Tingkat Pemahaman Mahasiswa antar Pembelajaran Online dan Offline dalam Masa Pandemi Covid-19 Menggunakan Metode Forward Chaining
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Published:
Mar 3, 2022
Keywords:
Understanding, Online, Offline, Learning, Forward Chaining
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Abstract
Advances in science and technology have changed this world. One of the data technologies that function in the world of learning during the COVID-19 pandemic is online education. Online education is used as a liaison between lecturers and students in an internet network that is accessed anytime. However, student learning outcomes in online and offline learning have not shown maximum results. Various obstacles arise that affect student learning outcomes online and offline during the COVID-19 pandemic. This study aims to predict the level of student understanding in online and offline learning. So that it can also help Pelita Indonesia universities to take the right policies to improve the quality of learning in the future. To solve the various problems above, an expert system is needed to predict. In the expert system used is the forward chaining method. The forward chaining method is a method that performs forward tracking, starting from a collection of facts and ending at a conclusion. So that the accuracy value is obtained. With the results of the accuracy test, it determines the level of understanding between online and offline learning.
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Sitanggang, A. T., & Desnelita, Y. (2022). Tingkat Pemahaman Mahasiswa antar Pembelajaran Online dan Offline dalam Masa Pandemi Covid-19 Menggunakan Metode Forward Chaining. Jurnal Informasi Dan Teknologi, 4(1), 64-69. https://doi.org/10.37034/jidt.v4i1.187
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[4] Ayuningtyas, A., Honggowibowo, A. S., Mulyani, S., & Priadana, A. (2020). A Web-Based Aircraft Maintenance Learning Media to Support Learning Process in Aerospace Engineering Education during the COVID-19 Pandemic. 2020 Sixth International Conference on e-Learning (econf). doi:10.1109/econf51404.2020.9385520
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[7] Harjanto, A., Karnila, S., & Nugraha, F. (2018). Rancangan Bangun Aplikasi Sistem Pakar Untuk Konsultasi Perilaku Siswa di Sekolah Menggunakan Metode Forward Chaining. Simetris: Jurnal Teknik Mesin, Elektro Dan Ilmu Komputer, 9(2), 817–824. doi:10.24176/simet.v9i2.2367
[8] Mulyani, E. D. S., Hidayat, C. R., & Ulfa, T. C. (2021). Sistem Pakar Untuk Menentukan Jurusan Kuliah Berdasarkan Minat dan Bakat Siswa SMA Dengan Menggunakan Metode Forward Chaining. CSRID (Computer Science Research and Its Development Journal), 10(2), 80. doi:10.22303/csrid.10.2.2018.80-92
[9] Yuliana, Y. (2021). Sitem Pakar Diagnosis Kerusakan Mesin FotoCopy Minolta CS PRO EP5000 Dengan Menggunakan Metode Forward Chaining. Jurnal Perangkat Lunak, 3(2), 51–59. doi:10.32520/jupel.v3i2.1622
[10] Waliyansyah, R. R., Novita, M., & Aditasar, L. P. (2020). Sistem Pakar Penentuan Gaya Belajar Siswa Dengan Metode Forward Chaining Berbasis Web. IT Journal Research and Development, 5(1), 32–44. doi:10.25299/itjrd.2020.vol5(1).4740
[11] Kuswanto, J. (2020). Sistem Pakar Untuk Perlindungan Tanaman Padi Menggunakan Metode Forward Chaining. Edutic - Scientific Journal of Informatics Education, 7(1). doi:10.21107/edutic.v7i1.8805
[12] Sugiharni, G. A. D., & Divayana, D. G. H. (2017). Pemanfaatan Metode Forward Chaining Dalam Pengembangan Sistem Pakar Pendiagnosa Kerusakan Televisi Berwarna. Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI), 6(1), 20. doi:10.23887/janapati.v6i1.9926
[13] Anwar, M. (2021). Designing an expert system for determining student learning styles using forward chaining in engineering education. Jurnal Konseling Dan Pendidikan, 9(1), 93. doi:10.29210/159000
[14] Idris, M., Mustafid, & Suseno, J.E. (2019). Implementation of C4.5 Algorithm and Forward Chaining Method for Higher Education Performance Analysis. E3S Web of Conferences.DOI:10.1051/e3sconf/201912521002
[15] Aminanto, M. E., Ban, T., Isawa, R., Takahashi, T., & Inoue, D. (2020). Threat Alert Prioritization Using Isolation Forest and Stacked Auto Encoder With Day-Forward-Chaining Analysis. IEEE Access, 8, 217977–217986. doi:10.1109/access.2020.3041837
[16] Muludi, K., Suharjo, R., Syarif, A., & Ramadhani, F. (2018). Implementation of forward chaining and certainty factor method on android-based expert system of tomato diseases identification. International Journal of Advanced Computer Science and Applications, 9, 451-456. Doi 10.14569/IJACSA.2018.090957
[17] Ariandi, V., Kurnia, H., & Hadi, A. F. (2019). Web-Based Expert System to Diagnose Gastroenteritis in Children in Pariaman District Hospital using the Forward Chaining Method. Jurnal KomtekInfo, 6(1), 108–112. doi:10.35134/komtekinfo.v6i1.46
[18] Ramadhan, R. N., & Suprianto. (2022). Expert System to Diagnose Soil and Plant Types According to The Web-Based Forward Chaining Method. Procedia of Engineering and Life Science, 2. doi:10.21070/pels.v2i0.1181
[2] Kurniawan, A., Sumijan, & Jufriadif Na’am. (2019). Sistem Pakar Identifikasi Modalitas Belajar Siswa Menggunakan Metode Forward Chaining. Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi), 3(3), 518–523. doi:10.29207/resti.v3i3.1166
[3] Irmayani,D.(2019). Sistem Pakar Penelusuran Kecerdasan Pada Anak dengan Menggunakan Metode Forward Chaining. Jurnal Informatika, 5(2), 1–20. doi:10.36987/informatika.v5i2.725
[4] Ayuningtyas, A., Honggowibowo, A. S., Mulyani, S., & Priadana, A. (2020). A Web-Based Aircraft Maintenance Learning Media to Support Learning Process in Aerospace Engineering Education during the COVID-19 Pandemic. 2020 Sixth International Conference on e-Learning (econf). doi:10.1109/econf51404.2020.9385520
[5] Wahyuni, T. (2016). Sistem Pakar untuk mengidentifikasi Masalah psikologi Remaja menggunakan Metode Inferensi Forward Chaining Brbasis Android. J-ENSITEC, 2(02). doi:10.31949/j-ensitec.v2i02.304
[6] Laidawati, D., & Yuhandri, Y. (2019). Sistim Pakar Konseling Mata Pelajaran Pilihan UNBK Menggunakan Metode Forward Chaining. Jurnal Sistim Informasi Dan Teknologi, 1(3), 1–6. doi:10.35134/jsisfotek.v1i3.2
[7] Harjanto, A., Karnila, S., & Nugraha, F. (2018). Rancangan Bangun Aplikasi Sistem Pakar Untuk Konsultasi Perilaku Siswa di Sekolah Menggunakan Metode Forward Chaining. Simetris: Jurnal Teknik Mesin, Elektro Dan Ilmu Komputer, 9(2), 817–824. doi:10.24176/simet.v9i2.2367
[8] Mulyani, E. D. S., Hidayat, C. R., & Ulfa, T. C. (2021). Sistem Pakar Untuk Menentukan Jurusan Kuliah Berdasarkan Minat dan Bakat Siswa SMA Dengan Menggunakan Metode Forward Chaining. CSRID (Computer Science Research and Its Development Journal), 10(2), 80. doi:10.22303/csrid.10.2.2018.80-92
[9] Yuliana, Y. (2021). Sitem Pakar Diagnosis Kerusakan Mesin FotoCopy Minolta CS PRO EP5000 Dengan Menggunakan Metode Forward Chaining. Jurnal Perangkat Lunak, 3(2), 51–59. doi:10.32520/jupel.v3i2.1622
[10] Waliyansyah, R. R., Novita, M., & Aditasar, L. P. (2020). Sistem Pakar Penentuan Gaya Belajar Siswa Dengan Metode Forward Chaining Berbasis Web. IT Journal Research and Development, 5(1), 32–44. doi:10.25299/itjrd.2020.vol5(1).4740
[11] Kuswanto, J. (2020). Sistem Pakar Untuk Perlindungan Tanaman Padi Menggunakan Metode Forward Chaining. Edutic - Scientific Journal of Informatics Education, 7(1). doi:10.21107/edutic.v7i1.8805
[12] Sugiharni, G. A. D., & Divayana, D. G. H. (2017). Pemanfaatan Metode Forward Chaining Dalam Pengembangan Sistem Pakar Pendiagnosa Kerusakan Televisi Berwarna. Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI), 6(1), 20. doi:10.23887/janapati.v6i1.9926
[13] Anwar, M. (2021). Designing an expert system for determining student learning styles using forward chaining in engineering education. Jurnal Konseling Dan Pendidikan, 9(1), 93. doi:10.29210/159000
[14] Idris, M., Mustafid, & Suseno, J.E. (2019). Implementation of C4.5 Algorithm and Forward Chaining Method for Higher Education Performance Analysis. E3S Web of Conferences.DOI:10.1051/e3sconf/201912521002
[15] Aminanto, M. E., Ban, T., Isawa, R., Takahashi, T., & Inoue, D. (2020). Threat Alert Prioritization Using Isolation Forest and Stacked Auto Encoder With Day-Forward-Chaining Analysis. IEEE Access, 8, 217977–217986. doi:10.1109/access.2020.3041837
[16] Muludi, K., Suharjo, R., Syarif, A., & Ramadhani, F. (2018). Implementation of forward chaining and certainty factor method on android-based expert system of tomato diseases identification. International Journal of Advanced Computer Science and Applications, 9, 451-456. Doi 10.14569/IJACSA.2018.090957
[17] Ariandi, V., Kurnia, H., & Hadi, A. F. (2019). Web-Based Expert System to Diagnose Gastroenteritis in Children in Pariaman District Hospital using the Forward Chaining Method. Jurnal KomtekInfo, 6(1), 108–112. doi:10.35134/komtekinfo.v6i1.46
[18] Ramadhan, R. N., & Suprianto. (2022). Expert System to Diagnose Soil and Plant Types According to The Web-Based Forward Chaining Method. Procedia of Engineering and Life Science, 2. doi:10.21070/pels.v2i0.1181