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1,900 referensi ditemukan

JOURNAL Umuminternational2026

An explainable fairness-aware deep learning framework for credit score classification on imbalanced financial data

Ali Al-Ataby; Waleed Al-Nuaimy · DOAJ Open Access Articles

Deep learning-based credit scoring systems face three interrelated challenges typically addressed in isolation: unavoidable class imbalance, model opacity, and demographic inequalities. This paper proposes the Explainable Fairness-Aware Deep Learning (EFADL) framework, which is a unified end-to-end pipeline designed to mitigate these risks simultaneously. Th…

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JOURNAL Umuminternational2026

Blockchain-based secure communication model for IoT solar tracking networks

Udit Mamodiya; Indra Kishor; Pellakuri Vidyullatha; Amer Alqutaesh; Hussein N. E. Edrees; Ghada Alradwan · DOAJ Open Access Articles

Solar tracking systems using IoTs are being implemented in efforts to enhance solar photovoltaic efficiency, but are susceptible to unsecure communications, data modification and low flexibility to changing environmental scenarios. Current solutions usually focus on either control optimization or communication security but not both resulting in sub optimal s…

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JOURNAL Umuminternational2026

Analysis of the determining dimensions of IT governance in telecommunications companies under the COBIT 2019 framework: A structural model

Miguel Angel Chapoñán Adanaqué; Enoc Josias Salvador Escudero; Jhonny Ivan Millones Liza; Esteban Tocto Cano; Jesús Alfredo Apaza-Cáceres · DOAJ Open Access Articles

Telecommunications companies manage the digital backbone of the global economy; however, it remains unclear which dimensions of IT governance truly determine their operational success. Therefore, this study aimed to analyze the determining dimensions of IT governance in telecommunications companies operating under the COBIT 2019 framework. Using a quantitati…

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JOURNAL Umuminternational2026

Enhanced hybrid residual learning framework for robust wind turbine power prediction using machine learning

Mohammad Y. Mhawiash; Bashar S. Khassawneh; Kamal Alieyan; Issa Alsmadi; Mohammad Bani Younes; Mohamed S. Sawah · DOAJ Open Access Articles

Wind turbine power generation for any nation is always a priority since its impact on power grids and imbalance the sustainability parameters. This research work captures the variation in wind resource variability by implementing advanced machine learning models for short-term power forecasting using SCADA data. Here, a fresh framework was developed to focus…

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JOURNAL Umuminternational2026

A hybrid machine learning framework for optimized MSME classification and knowledge discovery in smart village systems

Eneng Tita Tosida; Ajiz Abdul Majid; Irma Anggraeni; Jumadil Saputra; Muhamad Deni Johansyah · DOAJ Open Access Articles

Micro, Small, and Medium Enterprises (MSMEs) are a vital component of local economic growth, making significant contributions to advancing Smart Village and Smart Economy programs. The classification and distribution processes to support MSMEs across numerous locations continue to be manual, subjective, and inefficient. This study employs a hybrid data minin…

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JOURNAL Umuminternational2026

The role of ChatGPT in student workgroups: Advancing productivity, collaborative engagement, and academic writing quality

Rima Shishakly; Mirna Nachouki; Rami Shehab; Amir Alqutaesh · DOAJ Open Access Articles

The integration of ChatGPT in higher education offers substantial potential to enhance student learning experiences and academic outcomes by supporting both individual and group activities. This study investigates the impact of ChatGPT on university student workgroups, focusing on its effects on productivity, collaboration, and the quality of group writing. …

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JOURNAL Umuminternational2026

A pharmacist-led, workplace-based educational intervention informed by behavioral science to influence antimicrobial prescribing in Japan

Koji Masuda; Harumi Gomi; Junko Tanuma; Tamae Hiramatsu; Takamitsu Sato; Saho Takaya; Yasuyuki Kato; Tetsuya Matsumoto · DOAJ Open Access Articles

Purpose Changing antimicrobial prescribing behavior is a key challenge in antimicrobial stewardship (AMS). In postgraduate clinical education, knowledge-based teaching alone is often insufficient to achieve sustained behavior change, highlighting the need for workplace-based educational designs informed by behavioral science. Methods We conducted a retrospec…

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JOURNAL Umuminternational2026

Productive Disruptions: An equityoriented framework for civic media literacy in the digital era

Carlos Jimenez; Lynn Schofield Clark; Johnny Ramirez · DOAJ Open Access Articles

This article introduces Productive Disruptions as a framework for civic media literacy that centers equity and social justice. Past scholarship has emphasized understanding media content and gaining competence in media production. To center equity as a structural concern beyond individual behaviors, we argue for media literacy interventions that support disr…

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JOURNAL Umuminternational2026

The Role of Governance in Digital Transformation: An Organisational Meta-Capability Framework

Elena C?PRAR; Emil Lucian CRI?AN · DOAJ Open Access Articles

Digital transformation initiatives in large organisations fail at rates between 70% and 84% despite substantial technological investment, a pattern that points to organisational rather than technological causes. This conceptual paper argues that the missing variable is governance, understood not as board oversight or regulatory compliance, but as an active o…

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JOURNAL Umuminternational2026

Promts for neural network: Educational and genre aspects

Kontsevaya, Natalia ????????????? · DOAJ Open Access Articles

The creation of texts by a neural network has been one of the most discussed topics in the scientific community since 2022. Experts study how language models affect various areas of our lives, and worry about the future, which will change under the influence of this technology. The academic community is also discussing the prospects or possible prohibitions …

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JOURNAL Umuminternational2026

Analysis of evaluation indicators and development of a logic model-based performance evaluation framework for early childhood programs in the Center for Children’s and Social Welfare Foodservice Management in South Korea: a mixed-methods study

Sohyun Park; Jieun Oh; Hyun Joo Ryou; Ji-Yun Hwang; Kirang Kim · DOAJ Open Access Articles

Objectives This study analyzed the current evaluation indicators used for early childhood programs by the Center for Children’s and Social Welfare Foodservice Management (CCFSM) in South Korea and developed a logic model-based performance evaluation framework to improve the system through outcome-oriented assessment. Methods The study comprised four stages. …

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JOURNAL PAIinternational2026

Task aggregation as a strategy to optimize Earth System Model workflows in HPC: assessing real scenarios with EC-Earth

P. Goitia; M. G. Marciani; M. Castrillo; M. C. Acosta · DOAJ Open Access Articles

Earth System Models (ESMs) are commonly executed as complex workflows consisting of numerous interdependent tasks that comprise steps such as model and data deployment, simulation, data transfer, and post-processing. Workflows facilitate the execution of long high-resolution configurations by splitting the runtime of the simulation into different tasks, in o…

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JOURNAL Umuminternational2025

Perceptions of EFL Teacher Educators, Pre-service Teachers, and In-service Teachers about Employing Corpus-based Language Pedagogy (CBLP) Knowledge in their Work

Zahra Beheshti Sefat; Behzad Ghonsooly; Zargham Ghapanchi · DOAJ Open Access Articles

A thorough literature review revealed that employing a corpus-based approach in language pedagogy remains largely unknown to most foreign language teachers in the Iranian context. Relying on a sequential exploratory mixed-methods study, the present researchers developed and validated an interview guide and conducted interviews with 20 Teaching English as a F…

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JOURNAL Umuminternational2025

A children’s rights approach to critical media literacy in language education: Developing children’s agency in a digital networked world

Frauke Matz; Jeff Share · DOAJ Open Access Articles

Children are growing up in a culture of digitality, one infused in digital communication in and out of school (Faverio & Sidotti, 2024; Stalder, 2018). They are immersed in a digital networked world, which plays a significant role in how they develop their literacies and identities (Cannon et al., 2022) across languages. To help them participate as “active t…

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JOURNAL Umuminternational2024

Adapting English Language Education to the EIL Framework: A Case Study of Expanding Circle Countries

Mohammad Reza Anani Sarab; ?Abbas Monfared · DOAJ Open Access Articles

The pluricentricity of English language has led to the appearance of new trends in English language education. This is especially important in Expanding Circle (EC) countries to develop intercultural communication among learners. The current study attempted to investigate the views of Iranian Englishteachers towards the relevancy of English as an internation…

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JOURNAL Umuminternational2024

Developing and measuring an assessment instrument for media literacy among digital natives using Digital Intelligence (DQ) framework

Siti Nor Amalina Ahmad Tajuddin; Khairul Azam Bahari; Fatima Mohamed Al-Majdhoub; Nia Kurnia Maliki; Shanthi Balraj Baboo · DOAJ Open Access Articles

The emergence of digitalisation focusing on media literacy is becoming more prevalent and thus forcing educators to embrace innovations as our digital natives are now shifting their attention to digital technologies. This study aimed to develop and measure an assessment instrument for media literacy focusing on knowledge, skills, and values for digital nativ…

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JOURNAL PAIinternational2023

Media literacy and COVID-19 communication: Work and home sphere differences

Donnalyn Pompper; Tugce Ertem-Eray · DOAJ Open Access Articles

As a learning process wherein we ask questions to enhance knowledge, media literacy offers a powerful lens for examining how people practice communication across diverse applied contexts such as professional communicators shaping messages about COVID-19. Borrowing a page from Renee Hobbs’ (1998, 1999, 2010, 2011, 2021) media literacy education research, we s…

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JOURNAL Umuminternational2023

Podcasting practices: Mediators of archival work, ELA teacher education curricula, and digital identities

Nancy Heiss; Morgan King; Courtney Adang; Donna E Alvermann · DOAJ Open Access Articles

This paper investigates how a semester-long online course in a language and literacy teacher education department coupled a podcast project with archival pedagogy and restorying to explore how ELA (English Language Arts) teachers (preservice, inservice teachers, and those seeking re-entry) worked collaboratively to enrich understandings of instruction embedd…

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JOURNAL Umuminternational2022

Exposure to the risk of COVID-19 infection and productivity at the workplace among manufacturing industry workers in Rembang, Indonesia: A qualitative study

Fadila TINAWATI; Trisni UTAMI; Argyo DEMARTOTO · DOAJ Open Access Articles

Introduction: This study explores the relationship between exposure to the risk of COVID-19 infection and productivity at the workplace among manufacturing industry workers in Indonesia in the context of social restrictions during the COVID-19 pandemic. Methods: This qualitative research has a case study approach. Key informants in this study were obtained …

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REPOSITORY PAIindonesia2021

Pengaruh Quality Of Work Life Dan Budaya Ethic Terhadap Komitmen Organisasi Melalui Kepuasan Kerja Sebagai Variabel Intervening Di Bank Syariah Mandiri Kantor Cabang Medan Kampung Baru

Pohan, Deby Windayani · Repository UIN Sumatera Utara

Penelitian ini bertujuan untuk mengetahui (1) pengaruh quality of work life terhadap kepuasan kerja (2) pengaruh budaya ethic terhadap kepuasan kerja (3) pengaruh quality of work life terhadap komitmen organisasi (4) pengaruh budaya ethic terhadap komitmen organisasi (5) pengaruh kepuasan kerja terhadap komitmen organisasi(6) pengaruh quality of work li…

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