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“models”

389 referensi ditemukan
JOURNAL Umuminternational2026

IFRS adoption and the value relevance of accounting information: A panel data analysis of Egypt's emerging capital market

Gihan M. Ali; Mohamed S. El-deeb; Mohammad Zaid Alaskar · DOAJ Open Access Articles

Reliable short-term PV forecasting is essential to ensure the reliability of energy management based on renewable sources, but the lack of interpretability of deep learning models and the environmental uncertainty still prevent their operation. In this research, an uncertainty-aware transformer framework is proposed which is explainable when forecasting the …

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JOURNAL Umuminternational2026

Unveiling the path to AI adoption in healthcare: The mediating influence of professional trust across technical, ethical, and psychological factors

Reem Helal Alanazi; Abu Elnasr E. Sobaih · DOAJ Open Access Articles

Research on mapping data types and information processing algorithms in the era of digital transformation for corporate quality information systems is highly urgent in 2026. The era of digital transformation demands that companies transform data from a passive asset into a strategic asset to increase efficiency and competitive advantage. The purpose of this …

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JOURNAL Umuminternational2026

Prediction model of preeclampsia using single nucleotide polymorphism and machine learning methods: A population-based cohort study in Jordan

Shatha Awawdeh; Hasan Rawashdeh; Hanaa Fathi; Arar Al Tawil; Fatima Al-Shannaq; Esraa Henawi; Omar F. Khabour · DOAJ Open Access Articles

Preeclampsia is the most common medical disorder in pregnancy that is steadily increasing over time. Evidence indicates that early identification of women at high risk, followed by timely preventive interventions such as Aspirin and close surveillance, can significantly reduce disease incidence and severity, highlighting the importance of accurate early pred…

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JOURNAL Umuminternational2026

Enhancing corporate quality information systems through data type mapping and information processing algorithms in the digital transformation era

Irmawati Irmawati; Muhammad Faisal · DOAJ Open Access Articles

Research on mapping data types and information processing algorithms in the era of digital transformation for corporate quality information systems is highly urgent in 2026. The era of digital transformation demands that companies transform data from a passive asset into a strategic asset to increase efficiency and competitive advantage. The purpose of this …

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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

The power of practicum in science education: An analysis of the role of practical-based learning on learning satisfaction and deep learning

Ismail Ismail; Asham Bin Jamaluddin; Arifah Novia Arifin; Andi Citra Pratiwi · DOAJ Open Access Articles

Despite growing demands for deeper scientific understanding and practical competence, empirical evidence on how microlearning and teaching style interact with practical-based learning to strengthen learning quality across ASEAN school contexts remains limited. This study analyzes the effects of microlearning, teacher teaching style, and practical-based learn…

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JOURNAL Umuminternational2026

Perceived training needs and barriers among Korean residents: a cross-sectional survey for competency-based education

Tae Hyun Kim; Min-jung Lee; Seung Hee Lee · DOAJ Open Access Articles

Purpose Current South Korean resident education relies heavily on apprenticeship models rather than the systematic curricula needed for multifaceted competency development. Therefore, a rigorous needs assessment is required for effective program design, particularly to target year-specific educational differences. Methods A cross-sectional survey of all resi…

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JOURNAL Umuminternational2026

Automated media: Challenges and opportunities for media literacy education

Arnaud Claes; Jerry Jacques; Antonin Descampe; Victor Wiard · DOAJ Open Access Articles

This paper offers a theoretical reflection on the evolving landscape of automated media, focusing on how automation and so-called Artificial Intelligence (AI) are reshaping traditional media-related practices and the competences required for media literacy. It examines how automated media technologies, such as recommendation algorithms and generative AI, mig…

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JOURNAL Umuminternational2026

Empowerment or oppression? College students’ interpretations of sex and relationships in the popular media

Nicola McClung; Riana Pella · DOAJ Open Access Articles

Scholars have long emphasized the harmful effects of overtly sexist and oppressive media images on young people’s understandings of sex and relationships. Yet, this emphasis on explicit harm leaves a gap in understanding how college students interpret subtle, hidden, and ambiguous media messages. To address this gap, we asked 196 California college students …

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JOURNAL PAIinternational2026

Phytoplankton community structure responses to episodic summer storms in a temperate coastal ecosystem

H. Chavan; U. Christaki; L. F. Artigas; F. G. Schmitt · DOAJ Open Access Articles

Extreme events potentially modify the physical and biogeochemical environment resulting in dramatic changes in phytoplankton community structure. In this study, the impact of ten well-identified storms on phytoplankton communities was explored in a productive temperate coastal ecosystem, the eastern English Channel (EEC). Our study targeted the summer season…

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JOURNAL Umuminternational2026

Macroeconomic risk, asymmetric volatility and long-memory dynamics in Indian equity markets: Implications for financial project and risk management

Arshi Firdous; Sarbapriya Ray · DOAJ Open Access Articles

This study tries to assess whether aggregated domestic and global macro-financial conditions can assist to explicate daily equity-market returns and volatility in India and considers the implications for financial risk and project-related decision making. Daily BSE and NSE index returns are analysed for January 2000–March 2024 using principal component analy…

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JOURNAL PAIinternational2026

Stratospheric ozone projections under sulfur-based stratospheric aerosol injection: Insights from the multi-model G6-1.5K-SAI experiment

E. M. Bednarz; A. H. Butler; J. M. Haywood; M. Henry; A. Jones; B. Kravitz; W. R. Lee; D. G. MacMartin; A. C. Maycock; T. Sekiya; S. Watanabe; D. Visioni · DOAJ Open Access Articles

Owing to the crucial role of stratospheric ozone in shielding the Earth from harmful solar ultraviolet radiation, impacts of human activities on the ozone layer remain of interest. Here we provide an assessment of the potential impacts of Stratospheric Aerosol Injection (SAI), a proposed method to temporarily offset global warming, on stratospheric ozone pro…

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JOURNAL Umuminternational2026

Integrating Nature-Based Solutions (NbS) for Enhanced Flood Resilience under a Changing Climate: The Case of the Cologne District, Germany

U. Nehren; A. C. Barrett; P. Saenz Quiros; A. Fekete · DOAJ Open Access Articles

The Cologne District in western Germany has frequently experienced flooding from the Rhine River and its tributaries. Current protection measures consist of a combination of engineered, green, blue, and soft infrastructure. The district was affected by the catastrophic floods in Europe in July 2021, and climate models predict an increased risk of heavy summe…

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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 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

(Re)Construction of Iranian EFL Teachers' Professional Identity through Action Research and Teacher Support Groups

Shabnam Ghasemi; Hassan Soodmand Afshar · DOAJ Open Access Articles

This research investigates how 185 Iranian EFL teachers re-shaped their professional identity by taking part in professional development (PD) models: Action research (AR) and Teacher Support Groups (TSGs). We invited the participants from public high schools and gathered the Quantitative data using the English Language Teacher Professional Identity Inventory…

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JOURNAL Umuminternational2025

Exploring online search behaviors for information literacy education

Luca Botturi; Loredana Addimando; Martin Hermida; Azza Bouleimen; Chiara Beretta; Silvia Giordano · DOAJ Open Access Articles

Information Literacy education is challenged by an ever-changing and complex environment. The design and development of current and effective Information Literacy education requires a thorough understanding of how young people search information online, which mainly happens with generalist search engines. The present study involved a voluntary sample of 152 …

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JOURNAL Umuminternational2025

Cartoons from the 2000s: The representation of disability and a culture of inclusion

Alessia Rosa; Claudia Chellini · DOAJ Open Access Articles

Representations of diversity and otherness in cartoons offer metaphors for identity that can affect children’s perceptions and attitudes towards the potential and challenges associated with various forms of disability. This contribution analyses a corpus of animations made up of feature films, series, and short films with a focus on how disability is represe…

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JOURNAL Umuminternational2025

How to shape digital competences among pre-service teachers: A global expert analysis

?ukasz Tomczyk; Francisco David Guillén-Gámez; Maria Lidia Mascia; Julio Ruiz-Palmero · DOAJ Open Access Articles

The article explores how to shape digital competences among pre-service teachers within the university education system. It addresses the challenges posed by the rapid development of the information society and the growing digitisation of education, necessitating the redefinition of existing teacher education models. Using the Delphi method, 36 media educati…

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JOURNAL Umuminternational2025

Beyond the episode: A case for serial literacy in EFL education classrooms

Julie Intveen; Tim Illigens · DOAJ Open Access Articles

Serial storytelling, characterized by its interplay of vertical (episodic) and horizontal (long-form) narrative structures, offers a unique opportunity for media literacy in English as a Foreign Language (EFL) education. This paper argues for the development of a serial literacy framework, a concept that expands traditional film literacy models to accommodat…

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