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Menampilkan 31–40 dari 2065 artikel
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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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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Pendampingan Pelatihan Perawatan Badan Berkelanjutan Bagi Penerima Manfaat di Panti Pelayanan Sosial PGOT Mardi Utomo Semarang
Jurnal Pengabdian Kepada Masyarakat
Vol 3
, No 1
(2026)
Skills training organized by the orphanage as an implementation of empowering beneficiaries to express their talents and abilities, gaining knowledge and skills that have been implemented, specifically in the field of body care. Among the existing skills, training in body care, including body massage and body scrubs, was conducted by the Ibu Kartini AKS team. Of the existing skills, training in body care, including body massage and body scrubs, was conducted by the Ibu Kartini AKS team in Semara...
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Comparative Analysis of Multiple Linear Regression and Random Forest in Predicting Student Academic Performance
Digital Business Intelligence Journal
Vol 2
, No 1
(2026)
This study aims to compare the performance of Multiple Linear Regression (MLR) and Random Forest Regression (RFR) in predicting student performance based on academic scores. Student performance is defined as the average of math scores, Reading Scores, and writing scores. This study uses a quantitative approach with a comparative design based on predictive modeling. The data used is secondary data from the Student Prediction dataset obtained through the Kaggle platform, which was processed using...
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Analisis Etika Bisnis dan Tanggung Jawab Sosial Perusahaan dalam Menghadapi Tantangan Internal
Eka Safutri
; Marzuti Isra
; Suhendri Suhendri
; Purjianto Purjianto
; Muhammad Ghufran
; Okto Romario Tarigan
; Riski Andreansyah Nasution
; Dimas Setiawan Damanik
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 5
, No 1
(2026)
Business ethics and Corporate Social Responsibility (CSR) are crucial in addressing internal challenges faced by companies, such as organizational culture resistance, human resource (HR) limitations, and the gap between company values and daily practices. This study aims to analyze strategies to overcome these issues using a qualitative-descriptive approach through an in-depth literature review. The findings show that clear and consistent leadership communication, the implementation of a reward...
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Prinsip Akuntabilitas dan Transparansi Terhadap Pengelolaan Keuangan Usaha Ritel Pakan Ternak UMKM Lampung Barat
DHARMA EKONOMI
Vol 33
, No 1
(2026)
This study aims to analyze the influence of accountability and transparency principles on financial management in feed retail micro, small, and medium enterprises (MSMEs) in West Lampung Regency. Accountability and transparency are considered essential aspects of good governance implementation, which play a crucial role in building trust and improving the financial effectiveness of small enterprises. The research applies a quantitative approach through a survey distributed to customers and farme...
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Pengaruh Kenaikan Pajak Pertambahan Nilai (PPN) dan Inflasi Terhadap Volume Penjualan Studi Kasus pada PT Astra International Tbk Tahun 2022 - 2024
DHARMA EKONOMI
Vol 33
, No 1
(2026)
This study aims to analyze the impact of the increase in Value Added Tax (VAT) and inflation on the sales revenue of PT Astra International Tbk during the 2022–2024 period. The research employs a quantitative approach using multiple regression analysis to examine the relationship between VAT, inflation, and sales revenue. Secondary data were obtained from the company’s financial statements, inflation data from Statistics Indonesia (BPS), and VAT rate information from the Directorate General of T...
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Analisis Kualitas Laporan Keuangan Pemerintah Daerah Berdasarkan Standar Akuntansi Pemerintahan (SAP): (Studi Kasus: Provinsi Bali)
Armelia Ayunda Lestari
; Muhamad Rizki Zulfikar
; Ajeng Fitria Sabila
; Alia Ariyanti
; Laila Hidayani
; Al Farizi Zaldira
; Ade Budi Setiawan
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 5
, No 1
(2026)
This study aims to analyze the quality of the Bali Provincial Government Financial Report (LKPD) through the application of accrual-based Government Accounting Standards (SAP). This study uses a qualitative descriptive approach with a case study method on the Bali Provincial Government Financial Report for the 2022–2024 fiscal years. The research data consists of secondary data obtained from LKPD that has been audited by the Supreme Audit Agency (BPK), Audit Reports (LHP), as well as laws and re...
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