Design of Cross-Source Education Information Classification Model Based on Cloud Computing Technology by Zhimei Lv

“…Therefore, this paper proposed a cross-source education information classification model based on cloud computing technology, which aimed to provide support for education information services in the cloud computing environment. …”
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An explanatory model of academic psychosocial variables and physical activity during the educational selection process by BADICU GEORGIAN GEORGIAN, Rubén Fernández-García, Félix Zurita-Ortega, Eduardo Melguizo-Ibáñez, Luca Paolo Ardigò, José Luis Ubago-Jiménez

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DP-FWCA: A Prompt-Enhanced Model for Named Entity Recognition in Educational Domains by Zhenkai Qin, Dongze Wu, Jiajing He, Jingming Xie, Aimin Wei

“…To address these challenges, we propose the Domain-adaptive Prompt Feature-Weighted CNN-Attention-CRF (DP-FWCA), a novel framework specifically designed for educational NER. Our approach integrates domain-adaptive prompting to direct attention toward critical educational semantics, BERT-based contextual embeddings for robust representation learning, multi-scale convolutional neural networks (CNNs) with gated feature fusion to capture fine-grained local features, bidirectional LSTM networks augmented with self-attention to model long-range dependencies, and conditional random fields (CRFs) for structured sequence labeling. …”
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On First-Principle Robot Building in Undergraduate Robotics Education in the Robotic System Levels Model by Bryan Van Scoy, Peter Jamieson, Veena Chidurala

“…To contextualize our results, we propose the Robotic System Levels (RSL) model as a structured way to understand the levels of abstraction in robotic systems. …”
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A multi-dimensional neutrosophic PESTEL approach to assessing the TEC21 educational model by Mohd Anas Wajid, Claudia Camacho-Zuñiga

“…Using neutrosophic concepts, this approach can extend beyond academia to other industries, providing a structured framework for evaluating educational and organizational models.…”
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IPM Nisida’s pedagogical model transformation: educational and cultural mediation between challenges and opportunities by Francesco Girardi, Sara Gemma

“… The research explores the critical issues in managing unaccompanied foreign minors (UFM) in Italian juvenile detention centers, highlighting the shortcomings of the current institutional pedagogical model and the harmful impact of repressive practices that often overshadow educational pathways. …”
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Assessing ChatGPT adoption in Jordanian medical education: a UTAUT model approach by Noura Alqaisi, Sakhr Alshwayyat, Saif Aburumman, Nour Qassim, Noor Almasri, Fatima Algroosh, Mesk Alkhatib, Hamdah Hanifa, Saif Aldeen AlRyalat

“…A validated 33-item questionnaire distributed online and on campus targeted individuals familiar with the ChatGPT. Structural equation modeling (SEM) assessed the relationships between key constructs, including Performance Expectancy (PE), Effort Expectancy (EE), Perceived Risk (PR), Facilitating Conditions (FC), and attitude (ATT). …”
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The model of ontological reflection of ecological and economic value orientations formation in the process of vocational education by A. A. Salamatov, D. S. Gordeeva

“…The translator of such synthesis can and should be a vocational training system.The aim of the present article is to demonstrate and justify the model of ecological and economic value orientations formation in vocational education members; since this model ensures integrity, systemacity, continuity of work and parity of actions of all participants in the educational process.Methodology and research methods. …”
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MODELLING MANAGEMENT OF MOTIVATION OF PROFESSIONAL ACTIVITIES FOR TEACHERS IN A PRE-SCHOOL EDUCATION INSTITUTION by Tomashevs’ka Іryna

“…We have grounded the author’s approach to the integral mechanism of motivation of pedagogical workers’ professional activity, orientated towards activation of pedagogical workers on the basis of study of their necessities, interests, personal aims and possibilities of their integration with the aims of the educational establishment as well as the usage of structural elements of different motivation models in management. …”
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The Association Between Nursing Students' System Thinking, Self-Leadership, and Clinical Reasoning: A Structural Equation Modeling by Jeffrey V. Esteron, Anna Lyn M. Paano, Ma. Teresa S. Cabanayan, Maria Luisa D. Galang, Dennison Jose C. Punsalan, John Paulo C. Pineda, Therese Camielle L. Rivera, Fritzie F. Salunga

“…This study examines the relationships between system thinking, self-leadership, and clinical reasoning in nursing students to inform evidence-based educational interventions. Material and methods: The research study is a non-experimental cross-sectional survey design with Structural Equation Modeling to test the a priori hypothesized study model. …”
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Generation of Spatial Structure of Urban Parks Based on Spatial Analysis of Agent-Based Models by Huizi KONG, Tianming LIU, Jiajie LIAO, Liu CUI

“…This research employs agent-based models (ABM) to simulate spatial information and explore the spatial function distribution of planned sites under urban spatial function penetration, thereby guiding the structural morphology of scheduled sites.MethodsThis research adopts a spatial network analysis design method using slime mold intelligence based on mapping point of interest (POI) data. …”
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Enhancing coastal community preparedness: The role of education, experience, and exposure to information by Rina Suryani Oktari, Hizir Sofyan, Alfy Hidayati, Randy Rolanda, Syamsidik, Ferad Puturuhu, Daisuke Sasaki

“…This study aims to explore factors influencing coastal community preparedness, by examining relationships between preparedness and information exposure variables, and by assessing the impact of knowledge, experience, and information exposure using Structural Equation Modelling (SEM). This study involves 932 respondents in the Indonesian coastal cities of Banda Aceh, Mataram, and Ambon. …”
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LEGAL EDUCATION IN THE BRICS COUNTRIES IN THE CONTEXT OF GLOBALIZATION: A COMPARATIVE ANALYSIS by O. Vinnichenko, E. Gladun

“…We conclude that the structure and quality of legal education as well as the requirements and monitoring tools vary in each country. …”
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Structural Equation Modeling of Academic Procrastination Based on Motivational Beliefs with the Mediating Role of Academic Vitality Among Students by Rouhollah Salehitabar, Rahim Davari, Hossein Ebrahimimoghadam

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EDUCATION FEATURES ON PRELITERATE STAGE OF SOCIAL DEVELOPMENT by Sergey P. Yakimov

“…This article describes functional model of education by the instrumentality of IDEF0. …”
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Corporate social capital disclosure in integrated reports: a structural topic modelling approach by Arun Podayan, B Charumathi

“…This study investigates patterns of social capital disclosure in the integrated reports of Indian firms by applying Structural Topic Modelling (STM) to uncover latent themes. …”
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MODELLING OF AVERAGE DRIFT SPEED OF ELECTRONS IN ONE-DIMENSIONAL STRUCTURE FROM GALLIUM ARSENIDE by V. N. Mishchenka

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The methodology of modeling of electronic properties of bulk semiconductor compounds by A. V. Krivosheeva, V. L. Shaposhnikov, V. E. Borisenko

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Exploring family models and SDG number five in picture books. Dialogical alternatives for secondary education by Amando López-Valero, Lourdes Hernández-Delgado, Isabel Jerez-Martínez, Eduardo Encabo-Fernández

“…IntroductionThis contribution addresses the controversy that often surrounds the educational treatment of new family models. The literature, as a medium of fiction based on reality, reflects social changes, including the organization of families. …”
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Implementation of Differentiated Learning with Project Based Learning Model to Increase Students' Interest and Learning Outcomes on Molecular Structure Material by Sunartri Sunartri

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