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All Journal Dharmakarya : Jurnal Aplikasi Ipteks Untuk Masyarakat JITTER (Jurnal Ilmiah Teknologi Informasi Terapan) IKRA-ITH ABDIMAS Jurnal Abdi Insani Idealis : Indonesia Journal Information System ADI Pengabdian kepada Masyarakat Jurnal (ADIMAS Jurnal) Jurnal Inovasi Masyarakat Literasi: Jurnal Pengabdian Masyarakat dan Inovasi Nuansa Informatika
Nawindah, Nawindah
Program Studi Sistem Informasi, Fakultas Teknologi Informasi, Universitas Budi Luhur
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Fuzzy Inference System For Recommendation Of Students Depression Level Nawindah Nawindah
Jurnal Ilmiah Teknologi Infomasi Terapan Vol. 10 No. 3 (2024)
Publisher : Universitas Widyatama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33197/jitter.vol10.iss3.2024.2187

Abstract

Depression is common in modern society and can cause various kinds of problems, for example behavioral, social and psychological problems. Sanggar Kegiatan Belajar 26 Bintaro is a non-formal educational institution that does not yet have counseling teachers like other formal schools, so tools are needed to carry out early detection of students' depression levels in the form of a depression level recommendation system whether at normal, mild, moderate or severe levels which is useful for Teacher to provide the right solution. The method used in this research is fuzzy logic with seven (7) input variables sourced from the Depression Anxiety Stress Scale-21 (DASS-21) questionnaire and four output variables, namely normal mild level depression, moderate level depression and severe level depression. The programming language used is Python using the Simpful library. The results of the research are measurements using DASS-21 for depression. The recommendation results are the same as using the fuzzy logic method, so that fuzzy logic can be used to make recommendations for early detection of students' depression levels.
Co-Authors Alvina Mirdania Arby Sudewa Dani Anggoro Dari, Ratna Ujian Fajarita, Lusi Lusi Fajarita Mulyati Mulyati Purwanto Purwanto Putri Hayati Ratna Ujiandari Retno Wulandari Saskia Lydiani Setiawati Intan Savitri Teja Endra Eng Tju Wulandari, Retno