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Penerapan Metode Cluster Dalam Data Mining Mengelompokkan Kenakalan Remaja (Studi Kasus Polda Sultra) Rival, Muhammad; Misriani, Misriani; Bakrim, La Ode
Jurnal Sistem Informasi dan Sistem Komputer Vol 9 No 1 (2024): Vol 9 No 1 - 2024
Publisher : STIMIK Bina Bangsa Kendari

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51717/simkom.v9i1.375

Abstract

Masalah sosial perilaku menyimpang kenakalan remaja di wilayah Sulawesi Tenggara sudah banyak terdengar atau bahkan sering membuat masyarakat itu sendiri merasakan dampak yang terjadi akibat kenakalan remaja tersebut. Data Mining yaitu sebuah proses menyatukan dan mengolah data untuk mengekstrak informasi penting. K-Means clustering adalah algoritma unsupervised learning yang dipakai untuk mengelompokkan dataset yang belum dilabel ke dalam kluster yang berbeda. Simbol K pada K-Means clustering menandakan jumlah kluster yang digunakan. Hasil dari penelitian ini dengan wilayah yang terdominasi jumlah kenakalan remaja terbanyak yaitu kota Kendari yang menduduki puncak sebanyak 2588 kasus, Muna 2427 kasus, Baubau 893 kasus, Konawe 786 kasus, Konawe Selatan 776 kasus, Buton 558 kasus, Kolaka 494 kasus, Wakatobi 240 kasus, Kolaka Utara 212 kasus, Bombana 187 kasus, Butur 90 kasus, Konawe Utara 82 kasus, Buton Tengah 14 kasus, dan Kolaka Timur sebanyak 12 kasus kenakalan remaja.
Implementasi Kaizen Untuk Mengurangi Waste Pada Produksi Pembuatan Pintu (Studi Kasus di CV. Romelan Jaya Paint) Hartono, Hartono; Rival, Muhammad
Journal Industrial Manufacturing Vol 8, No 2 (2023): Journal Industrial Manufacturing
Publisher : Program Studi Teknik Industri Universitas Muhammadiyah Tangerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31000/jim.v8i2.9583

Abstract

CV. Romelan Jaya Paint is a company engaged in the furniture and furniture industry. Problems contained in the CV. Romelan Jaya Paint, namely there is still waste in the production process so that the desired production results have not been achieved by the company. The material area becomes central in improving the production process. This study uses the Kaizen PDCA (Plan, do, check, action) method to solve a problem and is assisted by a fishbone diagram to find the root cause of the problem. So that waste can be eliminated and processing time in the production process. Prior to the repairs, productivity results from January to December 2021 only reached an average of 85%. After making improvements for 3 months from March – May 2022, production output increased to 97.43 so that there was an increase of 12.43%). Productivity has increased from an average of 13 pcs doors per day, now to 15 pcs. With this, the target in a month is to reach 100% according to company standards in March and April 2022.Keywords: Waste, Kaizen, PDCA, Fishbone diagram, Productivity.
Distribusi Headway Lalu Lintas Kendaraan Pada Jalan Yang Curam Dengan Tikungan Tajam Di Silaing Bawah Kota Padang Panjang Rival, Muhammad; Purnawan, Purnawan
Jurnal Bangunan, Konstruksi & Desain Vol 2 No 1 (2024): Maret 2024
Publisher : Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/jbkd.2.1.20-27.2024

Abstract

On the road section between Padang City and Padang Panjang City, the geometric conditions of the road are steep and winding, making it difficult for drivers when they are in a convoy of vehicles, thus allowing accidents to occur. Therefore, a headway value is needed to control the safe distance between vehicles so that there are no collisions between vehicles when convoying. This study aims to determine the distribution of traffic headway on steep roads with sharp bends. The study took traffic flow data at 2 observation posts on the Sutan Syahrir, Silaing Bawah road section. Primary data collection was carried out using a camera. Data processing used Avidemux and Microsoft Excel software. To obtain the best distribution model on steep roads with sharp bends, a Kolmogorov-Smirnov test was carried out using EasyFit Professional software. Based on the data analysis, the following results were obtained: Based on the z test, the results of the analysis of downhill and uphill flows on the first and second days of observation can be concluded that the headway of the vehicle population at Post I and Post II has the same population headway. The best distribution model (goodness of fit) from the results of the time headway test for Saturday at the first post is the Johnson SB model and Gen. Extreme Value on the incline. Then at the second observation post the best distribution model obtained was Pert on the descent, while on the ascent the Johnson SB distribution model was obtained. For the distribution model on Sunday, at the first post the Johnson SB model was obtained for the descent, and the Wakeby model on the ascent. Then at the second post the Power Function distribution model was obtained on the descent, and the Wakeby model on the ascent.
Studi Kolaborasi Sosial-Ekologis antara Mahasiswa dan Masyarakat Desa Cijujung dalam Pembangunan Lingkungan Berkelanjutan Atmawijaya, Syabilla Putri; Nugraha, Alief Faisal; Azzahra, Najla Zahira; Nugraha, Farhan; Hamid, Dinda Sabrinna Aulia; Rival, Muhammad; Selian, Sulthan Fansuri; Karissa, Anesya Putri
Jurnal Pengabdian Masyarakat: Pemberdayaan, Inovasi dan Perubahan Vol 5, No 5 (2025): JPM: Pemberdayaan, Inovasi dan Perubahan
Publisher : Penerbit Widina, Widina Media Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59818/jpm.v5i5.2112

Abstract

The pursuit of sustainable environmental development requires active community participation that integrates both social and ecological dimensions. This study explores the collaborative efforts between university students participating in the Community Service Program (KKN) and 30 residents of Cijujung Village, including representatives from the village government and elementary school students, over a 30-day period. The initiatives focused on three main programs: waste bank, vertical garden, and communal work (kerja bakti). A qualitative approach was employed, with data collected through interviews and field documentation. Findings reveal that the waste bank initiative not only provided practical facilities for waste sorting but also raised early awareness of proper waste management among students and villagers. The vertical garden program enhanced green spaces, improved air quality, and added both aesthetic and educational value to the school environment. Meanwhile, communal work served as a medium to strengthen social capital, including solidarity, mutual care, and collective responsibility. The integration of these three initiatives generated dual impacts: improved ecological conditions and reinforced social cohesion, providing practical benefits for the community. Therefore, the socio-ecological collaboration in Cijujung Village serves as a model of innovative, participatory, and sustainable community empowerment practices.ABSTRAKUpaya mewujudkan pembangunan lingkungan berkelanjutan menuntut partisipasi aktif masyarakat dengan mengintegrasikan aspek sosial dan ekologis. Penelitian ini meneliti kolaborasi antara mahasiswa Kuliah Kerja Nyata (KKN) dan 30 warga Desa Cijujung, termasuk perwakilan perangkat desa dan siswa sekolah dasar, selama 30 hari. Tiga program utama yang dijalankan adalah bank sampah, taman vertikal, dan kegiatan kerja bakti. Penelitian menggunakan pendekatan kualitatif dengan teknik pengumpulan data berupa wawancara dan dokumentasi lapangan. Hasil temuan menunjukkan bahwa program bank sampah menanamkan kesadaran pengelolaan sampah sejak dini sekaligus menyediakan fasilitas pemilahan yang aplikatif. Program taman vertikal berkontribusi pada peningkatan kualitas ruang hijau, perbaikan sirkulasi udara, serta menambah nilai estetika dan edukatif di lingkungan sekolah. Sementara itu, kerja bakti memperkuat modal sosial masyarakat, seperti solidaritas, kepedulian, dan rasa kebersamaan. Sinergi ketiga program tersebut menghasilkan manfaat ganda: perbaikan kualitas lingkungan fisik dan penguatan jaringan sosial masyarakat, serta memberikan dampak praktis langsung bagi komunitas. Dengan demikian, kolaborasi sosial-ekologis di Desa Cijujung dapat dijadikan model strategi pemberdayaan masyarakat yang inovatif, partisipatif, dan berkelanjutan.