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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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Rekonstruksi Perlindungan Hukum UMKM Dalam Hubungan Bisnis Dengan Korporasi
Jurnal Penelitian Serambi Hukum
Vol 19
, No 01
(2026)
This study aims to examine and analyze the legal protection framework for Micro, Small, and Medium Enterprises (MSMEs) in business relationships with corporations, as well as to formulate an ideal reconstruction of legal protection to ensure fairness and balance between the parties. This research employs a normative legal method with a descriptive-analytical nature. The approaches used include statutory and conceptual approaches. The sources of legal materials consist of primary and secondary le...
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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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Pelatihan Mengendalikan dan Mengontrol Emosi Bagi Terapis Profesional
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
The success of therapy and spa services is greatly influenced by the therapist's ability to manage and control their emotions while providing services. Emotions that are not managed properly can lead to a decline in service quality, client complaints, and psychological fatigue for therapists. This community service activity was carried out by lecturers from the Ibu Kartini Social Welfare Academy in Semarang at PGOT Mardi Utomo Semarang. The community service activity took the form of training in...
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Penguatan Profesionalisme Layanan Massage dan Refleksi Panggilan melalui Pelatihan Standarisasi Berbasis Etika dan Kenyamanan Konsumen
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
This Community Service activity aims to strengthen the professionalism of mobile massage and reflexology services through service standardization training based on ethics and consumer comfort. The activity was conducted at the PGOT Mardi Utomo Social Service Institution in Semarang as part of a social rehabilitation program to enhance the skills and work readiness of the beneficiaries. The implementation methods included lectures, interactive discussions, and practical demonstrations focusing on...
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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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Implementasi Pembelajaran Coding Berbasis Scratch Sebagai Upaya Inovasi Pembelajaran Informatika di SMP Al Islam
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
The development of digital technology forces educational institutions to implement informatics learning that focuses not only on the use of tools, but also on improving computational thinking and problem-solving skills. However, informatics learning in junior high schools still faces problems, such as limitations in interactive learning materials and low student enthusiasm for programming lessons. This community service activity aims to implement coding learning using Scratch as part of an innov...
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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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PENGARUH PEMAHAMAN HUKUM TENTANG KESEHATAN ANAK TERHADAP SIKAP PREVENTIF IBU DALAM MENCEGAH STUNTING DI DUSUN NGGARON
Jurnal Ilmiah Kesehatan Ar-Rum
Vol 10
, No 2
(2026)
Stunting merupakan masalah gizi kronis yang berdampak pada pertumbuhan dan perkembangan anak serta kualitas sumber daya manusia di masa depan. Pencegahan stunting tidak hanya memerlukan intervensi gizi, tetapi juga penguatan pemahaman hukum tentang kesehatan anak, mengingat hak anak dan kewajiban orang tua telah dijamin dalam peraturan perundang-undangan. Dusun Nggaron, Kabupaten Semarang, merupakan wilayah dengan capaian nol kasus stunting, sehingga penting untuk mengkaji faktor preventif yang...
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