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Menampilkan 1–9 dari 9 artikel
Artificial Neural Network-Based Diabetes Prediction Analysis Using CDC Diabetes Health Indicators Data: Analisis dan Prediksi Diabetes Menggunakan Artificial Neural Network dengan Dataset CDC Diabetes Health Indicators
Jurnal Riset Sistem dan Teknologi Informasi
Vol 4
, No 1
(2026)
Diabetes mellitus is a chronic disease with increasing prevalence and requires effective early detection efforts. This study aims to develop a diabetes risk prediction model using an Artificial Neural Network (ANN) based on non-laboratory health indicators. The dataset used is the CDC Diabetes Health Indicators with a large amount of data and characteristics of classes that are not fully balanced. The research stages include data preprocessing that includes handling missing values, encoding cate...
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Depression Prediction Among University Students Using a Random Forest Algorithm Based on Psychosocial Data: Prediksi Depresi Mahasiswa: Pendekatan Berbasis Data Psikososial Menggunakan Algoritma Random Forest
Abiyya, Abiyya Alfahrizi Putra Arifiansyah
; Afandi, Muhammad
; Dwi Riskianto, Dodi
; Sudriyanto, Sudriyanto
Jurnal Riset Sistem dan Teknologi Informasi
Vol 4
, No 1
(2026)
College students' mental health is a critical issue that is gaining increasing attention, particularly regarding depression, which significantly impacts quality of life and academic achievement. This study aims to develop a predictive model for depression in college students based on psychosocial data using the Random Forest algorithm. The data used is a public secondary dataset from Kaggle with 1,000 samples, covering demographic variables, lifestyle, and psychological indicators. The analysis...
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KYAI AS A PSYCHOLOGIST OF ISLAMIC BOARDING SCHOOLS: AN EXPLORATION OF THE ROLE OF LEADERSHIP IN STUDENT COUNSELING
COUNSENESIA Indonesian Journal of Guidance and Counseling
Vol 6
, No 1
(2025)
Kyai has a very dominant role in guiding and fostering students and the surrounding community. In Islamic counseling practice, Kyai generally applies the method of dhikr and ibrah as a means to help counselors overcome their problems. In fact, almost every problem faced by counseling is directed to do more dhikr and remember Allah as a form of spiritual solution. This research aims to explore the direct experience of the Kyai in dealing with students who experience various problems. This is usef...
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Gambaran Regulasi Emosi pada Guru BK di SMP Negeri 17 Surakarta
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
Emotional regulation is an important skill needed by teachers, including guidance and counseling teachers, to face emotional challenges that arise in interactions with students and colleagues. Guidance and Guidance Teachers have a role in supporting students' social and emotional development, so the ability to manage emotions well greatly influences the effectiveness of their performance. The focus of this research is to examine the emotional regulation of guidance and counseling teachers at SMP...
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Upaya Guru Bimbingan Konseling dalam Meningkatkan Prestasi Belajar Siswa SMP Negeri 20 Surakarta
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
Learning is a behavior that each individual acquires to obtain a new change in behavior as a whole, in order to have the necessary abilities, skills and knowledge. Of course, students need the help of a teacher to support them, one of those who can help is the BK teacher. One of the duties of guidance and counseling teachers is to develop students according to their needs. Learning achievement is the result achieved or obtained by a child in the form of grades. This research method uses qualitat...
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Pengaruh Terapi Slow Deep Breathing dengan Kombinasi Aromatherapy Mawar Terhadap Tekanan Darah pada Ibu Hamil dengan Hipertensi
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 3
(2024)
A relaxation technique known as slow deep therapy is a non-pharmaceutical method for treating high blood pressure. The same matter goes for rose aromatherapy. The research attempts to relieve pregnant women’s hypertension using rose aromatherapy. This quasi-experimental research used a cross-sectional approach with one group pretest-posttest design. The respondents were 35 individuals taken with a total sampling technique. The results showed that 31 respondents (88.6%) were aged between 20 and 3...
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PEMBENTUKAN DAN PELATIHAN KANJI (KADER KESEHATAN JIWA) UNTUK MEWUJUDKAN DESA SIAGA SEHAT JIWA BERBASIS KOMUNITAS
Gemassika: Jurnal Pengabdian Kepada Masyarakat
Vol 8
, No 1
(2024)
Handling people with mental disorders (ODGJ) is a problem that spreads in all regions because 1 in 10 people with ODGJ live around us. Based on the Law of the Republic of Indonesia No. 18 of 2014 concerning Mental Health in which every activity realizes optimal mental health degrees for individuals, families, and communities with promotive, preventive, curative, and rehabilitative approaches which are carried out comprehensively and sustainably by the Government, Regional Governments and the com...
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Disability Awareness dalam Meningkatkan Pengetahuan Tentang Penyandang Disabilitas di Kelompok PKK RW 13 Pajang Surakarta
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 7
, No 2
(2023)
Indonesia is one of the countries with a large population of people with disabilities. Where society still does not realize and understand about disabilities and people with disabilities. This creates negative awareness among people with disabilities. This service activity aims to educate about disability awareness in the community, so that citizens become better able to understand disability. This community service activity is carried out using psychoeducational methods. The output of this serv...
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Peran Fisioterapi Pada Kasus Anak dengan Diagnosa Infeksi Saluran Pernafasan Akut
Physio Journal
Vol 2
, No 1
(2022)
Tujuan dalam penelitian ini adalah untuk mereview pengaruh penatalaksanaan fisioterapi pada kasus ISPA (Infeksi Saluran Pernapasan Akut). Metode yang digunakan dalam penelitian ini yaitu case study dengan populasi penderita ISPA anak di Klinik Fisioterapi dan Tumbuh Kembang Diena Prambanan. Intervensi fisioterapi yang digunakan dalam penelitian ini yaitu inframerah, nebulizer, massage ISPA dan mobilisasi scapula serta chest therapy. Hasil dalam penelitian ini yaitu terdapat pengaruh terhadap pen...
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