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Comparative Study of Classical and Quantum Machine Learning Models: Insights into Quantum Advantage in Materials Informatics
Quantum Machine Learning (QML) has emerged as a promising paradigm for addressing increasing computational and representational demands in materials informatics. While classical models such as Support Vector Machines (SVM) achieve strong predictive performance, they often struggle to capture complex, highly correlated interactions in high-dimensional materials data. QML addresses this challenge by leveraging quantum-mechanical principles to construct expressive feature embeddings, where prospect...
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Altitude-dependent Variation in Antibacterial Properties of Red Ginger (Zingiber officinale var. rubrum): Implications for Natural Anti-Salmonella Agents
Red ginger contains diverse bioactive compounds with strong antioxidant and antibacterial activities. This study investigated the influence of growth location on the anti-Salmonella activity of red ginger extracts from seven regions in Java, Indonesia. The fractions were analyzed for total phenolic and flavonoid contents, as well as antioxidant capacity using DPPH and FRAP assays. Antibacterial activity was assessed against Salmonella using the Kirby-Bauer disk diffusion method. Results showed t...
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Analisis Faktor Promosi, Kemudahan Transaksi, dan Kepercayaan terhadap Adopsi SPayLater di Kalangan Generasi Z Kota Semarang
Jurnal Ilmiah Serat Acitya
Vol 15
, No 1
(2026)
Tujuan penelitian adalah untuk mengetahui pengaruh promosi, kemudahan transaksi dan kepercayaan terhadap menggunakan SPayLater. Populasi dalam penelitian ini adalah seluruh masyarakat Generasi Z (usia 18-29 tahun) di Kota Semarang yang menggunakan layanan SPayLater. Jumlah sampel yang digunakan dalam penelitian ini adalah 100 orang yang tersebar di 5 kecamatan yaitu Gunungpati, Banyumanik, Gajahmungkur, Tembalang, dan Pedurungan dengan menggunakan metode purposive sampling dan proporsional rando...
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Technology-Based Parabolic Motion in Physics Education: A Systematic Literature Review
Lontar Physics Today
Vol 5
, No 1
(2026)
Parabolic motion based on technology is a major concern in physics education because this concept is fundamental but requires the integration of complex mathematical, visual, and conceptual representations. Although various learning technologies have been used, research that systematically examines the relationship between the type of technology, pedagogical approach, and learning outcomes on the topic of parabolic motion is still limited and fragmented. This systematic literature review follows...
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THE ROLE OF WORK STRESS IN MARRIAGE COMMITMENT AMONG POLICE PERSONNEL: A SYSTEMATIC LITERATURE REVIEW
Wasono, Andy
; Arinata, Firdian Setiya
; Awalya, Awalya
; Septyanti, Ernest Ceti
; Isrofin, Binti
; Sutarto, Joko
COUNSENESIA Indonesian Journal of Guidance and Counseling
Vol 6
, No 2
(2025)
Work stress in police personnel is one of the important factors influencing psychological well being and family dynamics, particularly marital commitment. This study aims to identify and analyze the relationship between work stress and marital commitment among Indonesian National Police personnel thru a systematic literature review (SLR) approach to recent national and international research. The study results indicate that work stress has an impact on reducing communication quality, causing rol...
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Analisis Kebutuhan Volume Pekerjaan Struktur Pelat Lantai Metode Konvensional
Alfianarrochmah, Ilma
; Joko Herlambang, Rayfandy
; Putri Deni, Delista
; Kurnianingsih, Oktavia
; Lautan Wijaya Nusantara, Johan
Jurnal Teknik Sipil
Vol 18
, No 2
(2025)
Floor slabs are important structural elements in building construction that function as floor coverings and withstand various loads. The purpose of this study is to identify the implementation method of the slab work and analyze the material requirements for the slab work of the Joglo Elementary School Building Construction project. This research applies quantitative research type. The volume calculation method is manual (conventional). The calculation analysis is only limited to the work of rei...
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Pengaruh Akuntabilitas, Transparansi, Partisipasi Masyarakat dan Kompetensi Aparatur Desa Terhadap Efektivitas Pengelolaan Dana Desa
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 2
(2025)
This study aims to analyze the effect of accountability, transparency, community participation, and village apparatus competence on the effectiveness of village fund management in Sidodadi Village, Masaran District, Sragen Regency. This research employed a quantitative approach using questionnaires as the data collection instrument. The population in this study consisted of the residents of Sidodadi Village, with a total sample of 85 respondents determined through a sampling method. Data were an...
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PEMBERDAYAAN PETERNAK IKAN PATIN DENGAN SAVE ENERGY AND SAFETY OF WATER PUMP ELECTRICAL SWITCH SYSTEM DI KABUPATEN SUKOHARJO
Abdi Masya
Vol 6
, No 2
(2025)
Permasalahan utama pada UKM pembibitan ikan patin Bapak Priyanto muncul ketika menggunakan water level control pabrikan umum adalah sengatan atau hubung singkat di air, usia sensor terbatas 3 bulan saja dan usia pompa air terbatas hanya 1 tahun. Tujuan utama dari penerapan alat pengendali pompa air 2 pk sistem mikrokontroler ini adalah untuk menentukan kenaikan debit pompa yang efektif. Metode yang dilaksanakan adalah dengan merumuskanmasalah bersama tim dan mitra dalam menentukan alat pengendal...
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A Solar-Powered Multimodal IoT Framework for Real-Time Transformer Theft Detection
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
Power transformer theft, a pervasive issue disrupting critical infrastructure, necessitates the development of cost-effective and energy-autonomous security solutions. This paper presents the design and implementation of a detection-focused anti-theft framework that integrates a Raspberry Pi Zero W, camera module, and passive infrared (PIR) motion sensors powered by a solar system for continuous monitoring. The system is designed for remote, off-grid deployment, utilizing a headless Raspberry Pi...
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Pengaruh Persepsi Penggunaan dan Persepsi Risiko Terhadap Minat Menggunakan Dompet Digital Melalui Aplikasi Shopeepay Sebagai Alat Pembayaran Non-Tunai Pada Generasi Z
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 2
(2025)
The rapid growth of financial technology has led to the emergence of digital wallets as an efficient and practical means of payment. One of the most widely used services in Indonesia is Shopeepay, particularly among Generation z, who are known for their adaptability to new technologies. This study aims to examine to influence of perceived usefulness (X1) and perceived risk (X2) on the intention to use digital wallets (Y), with Shopeepay payment method (M) as a moderating variable. This research...
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