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Evaluating Open-Source Machine Learning Project Quality Using SMOTE-Enhanced and Explainable ML/DL Models
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
The rapid growth of open-source software (OSS) in machine learning (ML) has intensified the need for reliable, automated methods to assess project quality, particularly as OSS increasingly underpins critical applications in science, industry, and public infrastructure. This study evaluates the effectiveness of a diverse set of machine learning and deep learning (ML/DL) algorithms for classifying GitHub OSS ML projects as engineered or non-engineered using a SMOTE-enhanced and explainable modelin...
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Pengaruh Social Media Marketing terhadap Niat Beli ESQA Cosmetics Melalui Brand Trust
Ni Putu Wina Yustina Maharani
; I Gusti Ayu Tirtayani
; Komang Widhya Sedana Putra
; Desak Made Febri Purnama
DHARMA EKONOMI
Vol 32
, No 2
(2025)
The local cosmetics industry in Indonesia continues to grow rapidly and has become increasingly popular among Generation Z. However, the boycott issue against ESQA Cosmetics, triggered by a controversy involving one of its founders, has led to a decline in consumer trust. This study aims to examine the influence of social media marketing on purchase intention through brand trust in the case of ESQA Cosmetics. The research was conducted in Bali using a quantitative approach with an explanatory re...
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Pengaruh Diferensiasi Produk, Promosi Media Sosial Dan Kualitas Pelayanan Terhadap Minat Pembelian di Tea Break Sambi Kediri
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 4
(2025)
This study aims to analyze the influence of product differentiation, social media promotion, and service quality on consumer purchase intention at Tea Break Sambi Kediri. The research employed an associative quantitative approach using a survey method with questionnaires distributed to 88 respondents selected through an accidental sampling technique. Data were analyzed using validity and reliability tests, classical assumption tests, and multiple linear regression analysis with SPSS version 25....
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Pengaruh Return on Equity (ROE), Total Asset Turnover (TATO), Net Profit Margin (NPM) Terhadap Harga Saham : (Studi Empiris Pada Perusahaan Makanan dan Minuman Yang Terdaftar Di BEI Periode 2020-2024)
Hatta: Jurnal Pendidikan Ekonomi dan Ilmu Ekonomi
Vol 3
, No 2
(2025)
This study aims to analyze the Effect of Return on Equity (ROE), Total Asset Turnover (TATO), Net Profit Margin (NPM) on Stock Prices in food and beverage companies listed on the Indonesia Stock Exchange for the 2020-2024 period. The approach in this study is to use a quantitative approach, and based on the objectives, this type of research is causal. The independent variables in this study include Return on Equity (ROE), Total Asset Turnover (TATO), and Net Profit Margin (NPM) and the dependent...
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Analisis hubungan antara kualitas layanan jaringan dan pengalaman pengguna pada layanan video streaming youtube
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 3
(2025)
The quality of user experience (Quality of Experience/QoE) in YouTube video streaming services is highly influenced by the quality of network service (Quality of Service/QoS). QoS measurement is conducted using Wireshark software with parameters such as throughput, packet loss, delay, and jitter, and assessed based on the TIPHON standard. Meanwhile, QoE is evaluated through a survey of 30 respondents and measured using the Likert scale.The analysis results indicate that QoS falls into the "Good"...
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Analisis pengaruh penerapan aplikasi Quizizz terhadap minat belajar siswa
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 3
(2025)
This study aims to examine the impact of using the Quizizz application on students’ learning interest in the Information Technology subject at SMK Negeri 3 Salatiga. The research employed a quantitative approach with a quasi-experimental design, involving an experimental class that utilized Quizizz as a learning medium and a control class that used conventional teaching methods. Data on students’ learning interest were collected through questionnaires and analyzed using the Independent Sample T-...
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Pengembangan sistem informasi geografis untuk pemetaan bangunan gedung pemerintah di kota Bandung
Hafsah Islamiati Ayuningtyas
; Wahyu Purnama Sari
; Bintang Bahari
; Triansyah Amarullah Ahmad Prayoga
; Prawira Setia Ramdhani
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 3
(2025)
Advancements in information technology have created significant opportunities for more efficient spatial data management, including the mapping of government buildings. To support this effort, this study develops a web-based geographic information system for mapping government buildings in Bandung City using Leaflet.js. The system aims to facilitate interactive map visualization and provide more accurate and structured access to spatial data. The Agile method is applied in the system development...
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Pengaruh Sifat Kepribadian dan Tingkat Pendidikan Terhadap Kinerja Auditor (Studi Empiris Pada Auditor yang Bekerja di KAP Jojo Sunarjo & Rekan)
Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 1
(2025)
The study aims to analyze the influence of Self-esteem, narcissism, Knowledge Sharing, professional skepticism, and Educational Level on Auditor Performance. The research was conducted with auditors at the Public Accounting Firm Jojo Sunarjo & Partners to understand how psychological characteristics, professional behaviour, and educational background contribute to optimal auditor performance. The study included 202 active auditors. Data analysis was carried out using the Partial Least Square...
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Pengaruh Kepemimpinan Transformasional, Motivasi Kerja dan Budaya Organisasi Terhadap Komitmen Organisasional Pada PT. Kembang Jawa Permai
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 4
(2025)
This study aims to examine the influence of transformational leadership, work motivation, and organizational culture on organizational commitment at PT Kembang Jawa Permai. The research employs a quantitative approach with an associative causal design, using a survey method and data collected through a questionnaire distributed to all 46 employees as respondents. The sampling technique used is saturated sampling, considering the small population size. Data analysis was performed using multiple l...
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Systematic Literature Review: Determinan Sosial Ekonomi dan Struktural Kemiskinan di Daerah Istimewa Yogyakarta
Jurnal Media Administrasi
Vol 10
, No 2
(2025)
Poverty in the Special Region of Yogyakarta (DIY) remains a significant issue despite a decline in poverty rates in recent years. This study aims to identify the factors influencing poverty in DIY from social, economic, and structural perspectives, as well as to evaluate policies that can address this issue. The method used in this research is a literature review through a Systematic Literature Review (SLR), examining various relevant sources on poverty in DIY and the poverty alleviation policie...
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