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A Clustering-Popularity-based Model for Cold-Start Recommendations using User Attributes and Item Ratings
Ifada, Noor
; University of Trunojoyo Madura
; Nikmat, Moh
; Universitas Trunojoyo Madura
; Suristiar, Weni Pratiwi
; Universitas Trunojoyo Madura
; Sophan, Mochammad Kautsar
; Universitas Trunojoyo Madura
Telematika
Vol 19
, No 1
(2026)
Recommendation systems face a major challenge known as the cold-start problem, which occurs when the system lacks sufficient user interaction data. Thus, there is no basis for a recommendation. Existing approaches, such as co-clustering methods and non-personalized popularity models, often struggle to effectively combine heterogeneous user and item data (categorical user attributes and numerical item ratings) or to capture latent group-level preferences. To bridge this gap, we propose a new clus...
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Performance Analysis of Ensemble Learning Models in Heart Failure Prediction: Random Forest, AdaBoost, and XGBoost
Beny, Beny
; Dinamika Bangsa University
; Yani, Herti
; Satya Wacana Christian University
; Yupu, Gangga Ramadhan Putra
; Dinamika Bangsa University
Telematika
Vol 19
, No 1
(2026)
Heart failure remains a major global health challenge, and early prediction is essential for improving patient outcomes. This study evaluates three ensemble learning methods, namely Random Forest, AdaBoost, and XGBoost, using the Heart Failure Prediction dataset containing 918 patient records from Kaggle. A quantitative experimental design was applied, including preprocessing with KNN imputation, model development, and evaluation using 10-Fold Cross Validation. Performance was assessed through a...
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Demonstrasi Pembuatan Puding Daun Kelor untuk Mencegah Stunting di Desa Kopek Kecamatan Godong
Wahyu Unggul Widodo
; Inzaghi, Kentama
; Anggraini, Siska
; Sari, Novita
; Wulan Safitri, Restu Kurnia
; Agussalim
; Mayza Sabira, Salsadela
; Sofia, Ulfa lailatul Sofia
; Putri, Sindy Hertika Putri
Jurnal Suara Pengabdian 45
Vol 5
, No 1
(2026)
Stunting merupakan kondisi pada balita yang ditandai dengan tinggi badan menurut usia berada di bawah standar. Kondisi ini terjadi akibat asupan zat gizi yang tidak adekuat dalam jangka waktu panjang. Salah satu tanaman yang berpotensi digunakan dalam upaya pencegahan stunting adalah daun kelor. Daun kelor dapat dimanfaatkan sebagai bahan pangan untuk membantu mengatasi kekurangan gizi pada anak-anak sekaligus meningkatkan daya tahan tubuh. Kegiatan ini dilaksanakan dalam bentuk sosialisasi dan...
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Hilirisasi Hasil Penelitian Melalui Pemanfaatan Aplikasi Android dalam Pendampingan Gelar Karya Berbasis Pengetahuan Tekstil
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
The downstreaming of research outputs was implemented through the use of an Android-based application integrating textile knowledge as a mentoring medium for student exhibitions at SMK Yasemi. This community service program aimed to improve students’ understanding and practical skills in applying textile knowledge to the development of high-quality and sustainable fashion products. A learning-by-doing approach was adopted, encompassing practical simulations, hands-on mentoring, and performance e...
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Perancangan Tempat Wudhu Ergonomis untuk Meningkatkan Fasilitas Keagamaan di SD Negeri 03 Batung
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
This community service activity aims to improve the quality of religious facilities at SD Negeri 03 Batung by designing an ergonomic ablution area. The existing facilities were inadequate, hindering students' comfort and efficiency in performing ablution. The methods used included field surveys, anthropometric measurements, and infrastructure development focused on ergonomic principles. The measurements showed that the optimal height for installing faucets is 79.25 cm, with a distance between fa...
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Workshop Penerapan Teknologi Qrcode pada Aplikasi Elivestock di Bumdes Panji Boma Ciamis
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
Goat farming in Indonesia, especially at the small and medium farmer level, is still largely carried out traditionally. Recording of livestock data related to pedigree, birth, weight and others, has not been done well by some farmers. Good livestock management is important because it has a direct impact on productivity, livestock health, cessation of livestock businesses and the welfare of farmers. Based on these problems, in this community service activity, training was carried out on the use o...
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Implementation of APLT Digital Media Literacy to Support Sex Education for Early Childhood
Amalia, Dina
; Pratiwi , Dewi
; Fatimatuzzahroh, Fatimatuzzahroh
; Pratiwi, Dewi
; Fatimatuzzahroh, Fatimatuzzahroh
Paudia
Vol 15
, No 1
(2026)
Sex education in early childhood is a preventive effort to foster children’s understanding of body protection and privacy awareness. This study aimed to develop and examine the feasibility and effectiveness of APLT (Aku Pintar Lindungi Tubuh) digital media as a supporting tool for early childhood sex education. The study employed a Research and Development (R&D) approach using the ADDIE model (analysis, design, development, implementation, and evaluation). The effectiveness of the developed...
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Climate Change and Flooding: Bibliometric Analysis to Identify Future Research
Allayorov, Davronjon
; Rakhimov, Kudrat
; Umarov, Uchqun
; Atakulov, Dinislam
; Allayorova, Dilbar
; Shaymardonov, Samandar
Forum Geografi
Vol 40
, No 1
(2026)
Among the various hydroclimatic phenomena, floods occupy a special place due to their environmental and socio-economic impact. However, identifying the main focus of research related to climate change and floods requires the examination of a large number of publications. This article presents a bibliometric analysis of publications on climate change and floods from the Web of Science database during the period 2015 to 2024. The analysis indicates that climate change-induced flood research is a r...
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Pemetaan Tipologi Pengelolaan Sampah Secara Partisipatif di RW 05 Kelurahan Lebak Siliwangi Kota Bandung
Dewi, Rahma
; Akliyah, Lely Syiddatul
; Fatmadewi, Rose
; Hindersah, Hilwati
; Nafis’aly, Muhammad Zharfan
; Raihan, Ananda Muhammad
; Kurniawan, Sophi Ayni Putri
Abdi Geomedisains
Vol 6
, No 2
(2026)
Community awareness regarding waste sorting and processing in RW 05, Lebak Siliwangi Subdistrict remains relatively low. This condition is primarily attributed to a top-down management approach and limited citizen involvement in planning and implementation processes. To foster active participation, a participatory and context-sensitive approach is essential. This activity aims to map the potential and challenges of waste management and facilitate the development of citizen-based programs. The me...
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Tingkat Kemampuan Roll Depan Pada Siswa Kelas IV Sekolah Dasar Negeri 024 Samarinda Utara
Jendela Olahraga
Vol 11
, No 01
(2026)
Senam lantai merupakan salah satu materi penting dalam pembelajaran Pendidikan Jasmani, Olahraga, dan Kesehatan (PJOK) di sekolah dasar karena berperan dalam mengembangkan keterampilan gerak dasar siswa. Salah satu gerakan dasar senam lantai adalah rol depan yang menuntut koordinasi, keseimbangan, dan kontrol tubuh yang baik. Penelitian ini bertujuan untuk mengetahui tingkat kemampuan rol depan pada siswa kelas IV Sekolah Dasar Negeri 024 Samarinda Utara. Penelitian menggunakan pendekatan deskri...
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