Perbandingan Metode Fuzzy Tsukamoto dengan Fuzzy Mamdani Untuk Mendeteksi Tingkat Kecanduan Media Sosial Pada Remaja
- Ariel Cahyono Universitas Nasional, Jakarta, Indonesia
-
Agung Triayudi
*
Universitas Nasional, Jakarta,
Indonesia
- Rima Tamara Aldisa Universitas Nasional, Jakarta, Indonesia (*) Corresponding Author
Abstract
The level of social media use in Indonesia has increased every year. This is caused by several factors, one of which is the tendency to play social media so that you forget the time to do other activities such as studying. A system is needed that is able to detect whether someone is addicted to social media or not. The Tsukamoto fuzzy method is a method that can solve a problem by using a system on a computer in search of a truth and usually requires some expertise. While the fuzzy mamdani method has a function in finding a solution in solving the problem of social media addiction in today's youth. This comparison is done by the author to find the best answer from one of the methods used. This research was created in order to be able to detect the level of social media addiction in adolescents in the form of a web to inform adolescents to avoid the negative symptoms of social media addiction such as timelessness, lazy learning and being unable to stop oneself from controlling social media use. Then after testing with 25 adolescent data, the results obtained were 10 adolescents experiencing social media addiction problems and 15 adolescents not. It can be seen that the Tsukamoto method has a very addictive score of 0 to 20 for 10 teenagers and 15 teenagers with a non-addiction score of 80 to 100. Meanwhile, it is known that the Mamdani method has a very addictive score of 0 to 10 for 10 teenagers and 15 teenagers with a non-addicted score of 40 to 50.
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References
S. Kartika Wibisono and A. Tri Wulandari, “Rancangan Bangun Sistem Pakar Diagnosa Gejala Kecanduan Game Online Pada Remaja Menggunakan Metode Certainty Factor,” vol. 2, no. 1, pp. 17–23, 2021, [Online]. Available: http://creativecommons.org/licences/by/4.0/
S. A. Bhakti Pertiwi and E. Hidayati, “KECANDUAN MEDIA SOSIAL TERHADAP MOTIVASI BELAJAR PADA REMAJA DI SMA MUHAMMADIYAH 1 SEMARANG KECAMATAN CANDISARI KOTA SEMARANG,” vol. 7, 2018.
A. P. Dewi, R. Nugraha, and S. Sumaryo, “PERANCANGAN DAN IMPLEMENTASI SMART TRASH BIN MENGGUNAKAN METODE LOGIKA FUZZY DESIGN AND IMPLEMENTATION OF SMART TRASH BIN USING FUZZY LOGIC METHOD,” 2019.
A. Yulianto, K. Dwi Septiady, A. Praja, and S. Mugono, “PEMECAHAN MASALAH DALAM MENCARI KESALAHAN (TROUBLE SHOOTING) DENGAN METODE SISTEM PAKAR (EXPERT SYSTEM) MENGGUNAKAN TEOREMA BAYESIAN PADA MESIN KAPAL,” 2021. [Online]. Available: https://jurnal.umpp.ac.id/index.php/cahaya_bagaskara/index
B. Krisnadi and A. Adhandayani, “KECANDUAN MEDIA SOSIAL PADA DEWASA AWAL: APAKAH DAMPAK DARI KESEPIAN?,” 2022.
D. Prabowo, W. Sari, and F. Tsukamoto, “FUZZY TSUKAMOTO DAN MAMDANI UNTUK PENENTUAN BONUS GAJI PEGAWAI PT. INDONESIA IT Kata Kunci,” 2019.
D. Sunardi and N. Okta, “Sistem Pendukung Keputusan Evaluasi Kinerja Dosen Sertifikasi Universitas Muhammadiyah Bengkulu Menggunakan Logika Fuzzy,” 2019. [Online]. Available: https://jurnal.ikhafi.or.id/index.php/jukomika/51
D. Wulandari and D. Hermiati, “Deteksi Dini Gangguan Mental dan Emosional pada Anak yang Mengalami Kecanduan Gadget,” Jurnal Keperawatan Silampari, vol. 3, no. 1, pp. 382–392, Nov. 2019, doi: 10.31539/jks.v3i1.843.
H. Adib, “Problematika Penggunaan Gadget dalam Pembelajaran Masa Pandemi Covid-19 (Dampak dan Solusi bagi Kesehatan Siswa),” Asatiza: Jurnal Pendidikan, vol. 2, no. 3, pp. 170–179, Sep. 2021, doi: 10.46963/asatiza.v2i3.391.
H. Angriani and Y. Saharaeni, “IMPLEMENTASI ALGORITMA BEST FIRST SEARCH DALAM SISTEM PAKAR PERTOLONGAN PERTAMA PADA BAYI DAN ANAK,” 2020.
J. 1hendra and N. Laugu, “Eksistensi Media Sosial,Youtube, Instagram dan Whatsapp Ditengah Pandemi Covid-19 Dikalangan Masyarakat Virtual Indonesia,” Baitul Ulum: Jurnal Ilmu Perpustakaan dan Informasi, vol. 4, no. 1, 2020, [Online]. Available: https://databooks.com
H. Miftahurrahmah and F. Harahap, “Acta Psychologia Hubungan Kecanduan Sosial Media dengan Kesepian pada Mahasiswa,” 2020. [Online]. Available: http://journal.uny.ac.id/index.php/acta-psychologia
M. Hakim, “Hakim-Sistem Pakar Mengidentifikasi Penyakit Alat Reproduksi Manusia Menggunakan Metode Forward Chaining SISTEM PAKAR MENGIDENTIFIKASI PENYAKIT ALAT REPRODUKSI MANUSIA MENGGUNAKAN METODE FORWARD CHAINING,” 2020.
M. R. Fadillah, B. Andika, and D. Saripurna, “Sistem Pakar Mendiagnosa Penyakit Dan Hama Penyerang Tanaman Bougenville Dengan Metode Teorema Bayes,” Jurnal Sains Manajemen Informatika dan Komputer, vol. 19, no. 1, pp. 88–99, 2020, [Online]. Available: https://ojs.trigunadharma.ac.id/
D. P. Puji Astuti, “PENERAPAN METODE FUZZY TSUKAMOTO DAN FUZZY SUGENO DALAM PENENTUAN HARGA JUAL SEPEDA MOTOR BEKAS (Studi Kasus: Showroom Mulyo Motor),” 2019.
A. Pata and Y. Ambar Pambudhi, “Kontrol Diri Siswa Terhadap Kecanduan Media Sosial,” 2021.
R. Aprilia, A. Sriati, and S. Hendrawati, “Tingkat Kecanduan Media Sosial pada Remaja,” 2020.
R. I. Borman, R. Napianto, P. Nurlandari, and Z. Abidin, “IMPLEMENTASI CERTAINTY FACTOR DALAM MENGATASI KETIDAKPASTIAN PADA SISTEM PAKAR DIAGNOSA PENYAKIT KUDA LAUT,” JURTEKSI (Jurnal Teknologi dan Sistem Informasi), vol. 7, no. 1, pp. 1–8, Dec. 2020, doi: 10.33330/jurteksi.v7i1.602.
P. Seno Utomo and D. Rusmawati, “HUBUNGAN ANTARA KECANDUAN MEDIA SOSIALDENGAN EFEKTIVITAS KOMUNIKASI INTERPERSONAL PADA SISWA KELAS XI SMA NEGERI 1 CEPU,” 2019.
I. A. Wisky and D. Saputra, “Fuzzy Logic Menganalisis Pengaruh Media Sosial Terhadap Perilaku Masyarakat Adat Kenagarian Kinari,” vol. 2, no. 3, pp. 639–645, 2018, [Online]. Available: http://jurnal.iaii.or.id
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