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Achmad Fawaid
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Lembaga Penerbitan, Penelitian, dan Pengabdian kepada Masyarakat (LP3M) Universitas Nurul Jadid, Paiton, Probolinggo, Jawa Timur 67291
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TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora
Published by Universitas Nurul Jadid
ISSN : 27744574     EISSN : 27744582     DOI : 10.33650/trilogi
Core Subject : Humanities, Health, Science, Education, Engineering,
Humanities Computer Science & IT Engineering Public Health Other
The focus of TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora is a peer-reviewed journal, open-access journal is to provide readers the original articles on various issues within technology, health, and social humanities. The scope of TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora is relating to but are not limited to new-renewable energy, food-agriculture, health-pharmacy, transportation, information-communication technology, advanced-materials, maritime-infrastructre, social-arts-education, and religious studies based on academic and scientific research. This journal seeks to publish a balanced mix of theoretical or empirical articles, case studies, review papers, comparative studies, exploratory papers, and book reviews.
Arjuna Subject : Umum - Umum
Articles 18 Documents
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Search results for , issue "Vol 6, No 4 (2025)" : 18 Documents clear
Pengaruh Literasi Keuangan terhadap Spending Behavior Mahasiswa Penerima Beasiswa Bank Indonesia Pradani, Rizki Febri Eka; Sholihah, Fadhillatus; Wulandari Agustin, Dita; Auliatur Rohmah, Dia; Fitriya, Laily; Fitriani Ali, Dini
TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Vol 6, No 4 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/trilogi.v6i4.13309

Abstract

This study aims to analyze the effect of financial literacy on the spending behavior of Bank Indonesia Scholarship recipients at Universitas Nurul Jadid (UNUJA). The research employs a quantitative associative-causal approach with a sample of 80 scholarship recipients from 2023–2025. Data were collected through questionnaires and analyzed using simple linear regression with SPSS version 26. The results show that the financial literacy variable has a t-value of -1.344, lower than the t-table value of 2.012, with a significance level of 0.185 (> 0.05). This indicates that financial literacy has a negative but insignificant effect on students’ spending behavior. It implies that students’ financial understanding has not been fully reflected in their actual financial practices, as social factors, lifestyle, and campus environment still influence their spending patterns. This study highlights the need for more practical and value-based financial literacy programs so that scholarship recipients not only understand financial concepts but also apply them wisely and responsibly in daily life.
Tinjauan Literatur Sistematis (2019–2025) Kinerja Decision Tree dan Neural Network (Deep Learning) serta Perbandingannya dengan Naive Bayes dan SVM Syahputra, Fahmy; Sabrina, Elsa; Br Tarigan, Febrinata Silvianna; Sarumaha, Matius Irvan; Rahmadhani, Alfi; Simanjorang, Sandha Calista; Gorat, Loveyanni Marito Benedikta
TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Vol 6, No 4 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/trilogi.v6i4.13429

Abstract

This study presents a Systematic Literature Review (2019–2025) comparing the performance of Decision Tree and Neural Network (Deep Learning) models, alongside their relative performance against Naive Bayes and Support Vector Machine (SVM). The review synthesizes empirical findings across multiple application domains—including healthcare, education, industry, and finance—focusing on commonly reported classification metrics such as accuracy, precision, recall, and F1-score. The synthesis indicates that Decision Trees are frequently preferred for structured/tabular data due to their high interpretability and transparent decision rules, which are valuable for accountable decision-making. In contrast, Neural Networks/Deep Learning tend to outperform on unstructured data (e.g., medical images and text) and complex non-linear patterns, albeit often with reduced explainability. In several studies, Naive Bayes remains competitive as a lightweight baseline, while SVM continues to be effective for high-dimensional feature spaces and specific classification settings. Overall, the review highlights that algorithm selection should be driven by data characteristics, problem complexity, interpretability requirements, and computational constraints, since no single algorithm consistently dominates across all scenarios.
SSO dan Single Logout Berbasis JWT untuk Sistem Informasi Universitas Nurul Jadid Halimi, Ahmad; Ridho, Aisatur; Putri, Amelia Silvia; Yusrolana, Vina
TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Vol 6, No 4 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/trilogi.v6i4.13049

Abstract

Digital transformation in Indonesian universities requires reliable identity and access management as more campus systems are introduced. At Universitas Nurul Jadid (UNUJA), this study identifies three main problems: (1) low user efficiency because users must log in repeatedly (average 6.8 minutes to access four systems with a 14% login error rate), (2) higher security risk due to scattered credentials and uncoordinated logout across systems, and (3) heavy administrative workload for creating and maintaining accounts in multiple applications. This research aims to design, build, and evaluate an integrated Single Sign-On (SSO) and Single Logout (SLO) solution that meets both functional and non-functional requirements in a pesantren-based university environment. A Waterfall method is applied in five stages: analysis (literature review and field study with 35 participants), design (modular architecture and UML), implementation (Laravel 12, PHP 8.3, MySQL 8.4, Redis 7.0, JWT-based authentication), testing (functional, security, performance, and extreme-scenario tests), and maintenance (monitoring with Laravel Telescope and Redis Monitor). The proposed system uses a centralized Identity Provider (IdP) that supports OpenID Connect for modern applications and SAML 2.0 for legacy systems. SLO is implemented through both front-channel and back-channel methods, supported by Redis-based token blacklisting. Test results show the system meets all functional requirements, withstands the tested security scenarios, and remains stable under load (average latency 1.2–2.1 s; P95 1.8–3.2 s; success rate 98.7–99.9%; throughput up to 850 req/s). This study contributes: (1) a “session cycle” framework that combines SSO and SLO for Indonesian higher education, (2) a mixed evaluation rubric covering technical, security, usability, and administrative metrics, and (3) practical guidance on protocol choices, legacy integration, MFA options, and SLO patterns with recovery mechanisms. The results can serve as a blueprint for other institutions facing multi-system authentication challenges.
Kajian Literatur: Peran Sifat Fisika-Kimia Obat Dalam Efektivitas Sistem Penghantaran Transdermal Patch Jannah QA, Lu’lu; Dwi Lestari, Nazhara; Wahyuni, Sri; Izzatun Nissa, Naela; Hasby Assidiqy, Fahmi; Jacquitta Putri, Jaira; Husnul Khotimah, Rifa; Lestari, Dwintha
TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Vol 6, No 4 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/trilogi.v6i4.13274

Abstract

Limited drug permeation across the stratum corneum remains a major challenge in transdermal patch development, while integrated analyses linking physicochemical drug properties with formulation design are still scarce. This study aimed to synthesize the influence of physicochemical parameters on the effectiveness of transdermal patch systems through a descriptive analytical literature review of seven peer-reviewed articles published within the last decade. The analysis demonstrates that drugs with low molecular weight (<500 Da), optimal lipophilicity (log P 1–3), low melting point (<200°C), pKa compatible with skin pH, low polar surface area, and limited hydrogen bonding capacity exhibit considered superior transdermal permeability. Furthermore, interactions between drugs and formulation components including polymer matrices, plasticizers, and penetration enhancers were found to modulate skin permeation mechanisms and drug release profiles. This review highlights that the success of transdermal patches relies on the synergistic optimization of physicochemical drug properties and mechanism-based formulation strategies, providing a rational framework for the development of effective and clinically relevant transdermal delivery systems
Optimalisasi Competitive Advantage Pendidikan Islam Melalui Pemanfaatan Teknologi Digital: Studi Kasus di Madrasah Aliyah Miftahul Ulum Abdurrahman, Abdurrahman; Habibi, Riki; Qirom, Dian Arfani; Iqbal, Muhammad; Gafur, Abdul; Mujahidin, Nakibul
TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Vol 6, No 4 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/trilogi.v6i4.13340

Abstract

This study aims to analyse the competitive advantages of Islamic education through the use of digital technology at Madrasah Aliyah Miftahul Ulum, Roto Village, Krucil District, Probolinggo Regency. This study focuses on how madrasahs apply technology in every learning and administrative activity, such as the use of online learning platforms, learning videos, and digital management systems to improve efficiency and increase the competitiveness of education. This study uses a descriptive qualitative approach with a field study method, through observation, in-depth interviews, and documentation. The informants consisted of the madrasah principal, three teachers, and ten students. The results of the study show that: first, the integration of digital technology at Madrasah Aliyah Miftahul Ulum is realised through an innovative learning atmosphere. Second, it increases students' interest in learning in every lesson. Third, it strengthens the image of the madrasah as a modern and competitive educational institution while maintaining its excellence in competing with other institutions
Dampak AI Generatif (LLMS) terhadap Keterampilan Menulis dan Integritas Akademik: Tinjauan Literatur Sistematis Syahputra, Fahmy; Sabrina, Elsa; Barus, Tirta Yasa Agung; Farishi, M Farid Al; Adwiyah, Rabiatul; Ramadani, Nadila; Jauharah, Jauharah
TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Vol 6, No 4 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/trilogi.v6i4.13431

Abstract

This study aims to examine the impact of Generative AI (LLMs), such as ChatGPT, on students' writing skills and academic integrity through a Systematic Literature Review (SLR) of 15 relevant articles. The synthesis results reveal a significant duality effect, creating a dilemma between efficiency and quality. On one hand, LLMs are proven to be effective assistive co-pilots, which clearly enhance the technical efficiency of writing, accelerate the research workflow, and improve text cohesion and precision. However, this convenience triggers a substance quality crisis because students experience cognitive over-reliance, leading to Academic Deskilling the loss of the ability to independently practice critical reasoning and idea synthesis. This dependency is exacerbated by blind reliance on AI output and vulnerability to hallucinations that threaten the originality of the work. The consequence is a shift in the form of misconduct to the sophisticated practice of prompt engineering. To address these challenges, the literature emphasizes the necessity of pedagogical redesign and assessment redesign, which must focus on establishing ethics that ensure full transparency and accountability from students, and designing tasks that demand personal synthesis and reflective thinking.
Efektivitas Music Relaxation Therapy (MRT) terhadap Penurunan Tingkat Stres pada Pasien Hipertensi: Studi Kuasi-Eksperimen di Desa Asembagus Heru, Maulidiyah Junnatul Azizah; Qomariyah, Alvin Nanda Nuril; Yuniar, Aulia Putri; Putri, Arifka Alifia Dwi; Bariroh, Afifatul; Hasanah, Aprilianti Dwi Nur; Rosyadah, Amirina
TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Vol 6, No 4 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/trilogi.v6i4.13111

Abstract

Hypertension is a non-communicable disease whose prevalence is increasing and is a leading cause of morbidity and mortality. Unmanaged psychological stress contributes to increased blood pressure and exacerbates the condition of hypertension. This study aims to evaluate the effectiveness of Music Relaxation Therapy (MRT) in reducing stress in hypertensive patients. The research design used was a quasi-experiment with a one-group pre-test and post-test approach, involving 30 hypertensive patients aged 30-60 years from Asembagus Village, Kraksaan, Probolinggo, who experienced stress based on the DASS-42 instrument, which has been translated and validated. The intervention consisted of playing relaxation music (instrumental music with a slow tempo and calming frequencies) for 20 minutes every morning for fifteen consecutive days. Stress levels were measured before and after the intervention. Statistical testing used the non-parametric Wilcoxon signed rank test because of paired data that did not follow a normal distribution. The analysis results showed a significant reduction in stress levels (Z = -4.718 and p = 0.000). These findings indicate that MRT is statistically effective in reducing stress in hypertensive patients. The practical contribution of this study is that MRT can be a non-pharmacological approach that is easy to implement and affordable, offering an alternative therapy to reduce stress in hypertensive patients.
Budaya Tektonika dan Kearifan Lokal Rumoh Aceh dalam Mengidentifikasi Ciri Arsitektur pada Bangunan di Provinsi Aceh Ivan, Teuku; Djamaludin, Masdar; Taqiuddin, Zulfikar; Mirza, Mirza
TRILOGI: Jurnal Ilmu Teknologi, Kesehatan, dan Humaniora Vol 6, No 4 (2025)
Publisher : Universitas Nurul Jadid

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33650/trilogi.v6i4.14444

Abstract

Local architecture serves as an authentic representation of a society's identity, tradition, and material adaptation, which is currently being eroded by the currents of globalization and advancements in information technology. This study aims to conduct an in-depth examination of the characteristics of Rumoh Aceh as a crucial element in the history of the Acehnese people, while simultaneously evaluating the extent of the implementation of these local features in public buildings across Aceh Province. Adopting a qualitative approach, this research explores social and technical phenomena through four systematic stages: preparation, primary data collection through pure oral tradition, analysis of construction techniques, and evaluation of the built environment. The findings indicate that Rumoh Aceh possesses distinctive tectonic excellence, characterized by a nail-less joint system (using pegs and rattan ties), an orientation toward the Qibla, and a spatial configuration (Seuramoe Keue, Seuramoe Teungouh, and Seuramoe Likot) that is responsive to both climate and religious values. Although the role of the Utoh (traditional architect) and the availability of timber are diminishing, the philosophy of Rumoh Aceh remains relevant for adaptation into modern structures using concrete materials, as demonstrated by the Aceh Governor's Office and the Tsunami Museum. This study concludes that the integration of modern technological innovation with the principles of local wisdom is vital for preserving the identity of Nusantara architecture in Aceh.in buildings throughout Aceh Province.

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