A Data Model and Method Framework for Cyberspace Map Visualization by Zheng Zhang, Chenghu Zhou, Minjie Chen, Yibing Cao, Shaojing Fan

“…The experimental results showed that the proposed data model and method framework can be effectively applied to represent the distribution and relations of cyberspace features and help reveal the interaction patterns between cyberspace and geographic space.…”
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INTERACTIVE POWERPOINT TO IMPROVE LEARNING OUTCOMES IN INDONESIAN LANGUAGE FICTION TEXT MATERIAL FOR FOURTH GRADE STUDENTS by Mei Suryani, Arif Widagdo

“…The type of research is Research and Development (R&D), which uses a qualitative approach. Data collection techniques were collected through observation, interviews, documentation, questionnaires, and tests. …”
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Development of Interactive Multimedia Computer-Assisted Learning Method for Empowering Breastfeeding Mothers in Family Learning Centers by Dewi Susilawati, Nur Fajdri Nilakesuma, Feri Musharyadi

“…ADDIE model, to produce CAL-based multimedia applications. The method used to collect data was questionnaires and data analysis using descriptive statistics. …”
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Topological Data Analysis and Graph-Based Learning for Multimodal Recommendation by Khalil Bachiri, Ali Yahyaouy, Maria Malek, Nicoleta Rogovschi

“…Multimodal recommendation systems are becoming increasingly vital for delivering personalized content by utilizing various data sources, including text, images, and user interaction histories. …”
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The effect of distortion of information as a socio-psychological factor of reducing the quality of labor interaction under isolation by I. A. Vakula, E. V. Zvonova, E. V. Scherbakova

“…The data obtained allow us to say that in the conditions of remote forms of labor interaction, the lack of direct contact leads to the difficulty of understanding the transmitted information, a decrease in job satisfaction, remission of the levels of well-being, activity and mood, which disrupts the quality of labor communication. …”
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Microbiota as a linking axis of the macroecosystem involving soil-plant-human. Potential interactions and perspectives for study by Artem V. Lyamin, Lyudmila V. Orlova, Vladimir I. Platonov, Natalia M. Troz, Aleksey S. Sustretov, Elena A. Zakharova, Karim A. Kaiumov, Dmitriy V. Alekseev

“…Today, with respect to the background of active use of modern technologies, including genetical ones, we have the opportunity to examine such volumes of data that will allow us to fully analyze microbiological diversity of the different ecological niches in terms of their common features, differences, and mutual influences. …”
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Development of Interactive Learning Media as an Alternative to Improve Students' Conceptual Understanding and Motivation on the Temperature and Heat Topics by Azhar Dion Bahrudin, Chusnana Insjaf Yogihati

“…This study aims to develop and determine the feasibility of interactive learning media on the topic of temperature and heat. …”
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Exploring the prevalence of nomophobia, its contributing factors, and the relationship with social interaction anxiety among nursing students by Narges Sadeghi, Shahab Rezaeian, Maryam Janatolmakan, Pegah Heidarian, Alireza Khatony

“…A convenience sampling method was employed, resulting in the recruitment of 258 participants. Data were collected using a three-part questionnaire, including a demographic information form, the Nomophobia Questionnaire (NMP-Q) to assess the severity of nomophobia, and the Social Interaction Anxiety Scale (SIAS) to measure social anxiety levels. …”
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GNNs and ensemble models enhance the prediction of new sRNA-mRNA interactions in unseen conditions by Shani Cohen, Lior Rokach, Isana Veksler-Lublinsky

“…In this paper, we hypothesize that ML models trained on large-scale interaction data from specific conditions can accurately predict new interactions in unseen conditions within the same bacterial strain. …”
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Interaction of the differential object marker pam with other prominence hierarchies in syntax in German Sign Language (DGS) by de Souza Santos Thiago, Dietrich Antonia, Perniss Pamela

“…In this article, we contribute evidence for the existence of a differential object marker in DGS (German Sign Language). Based on data from the Public DGS Corpus, we investigate the behavior of this sign, glossed as pam, in different morphosyntactic environments to understand its interaction with different morphosyntactic phenomena involved in marking argument structure. …”
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Advancements in vaginal microbiota, Trichomonas vaginalis, and vaginal cell interactions: Insights from co-culture assays by Fernanda Gomes Cardoso, Tiana Tasca

“…This review compiles data on co-culture techniques to analyze interactions among Lactobacillus spp., Candida spp., and Trichomonas vaginalis. …”
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COMPUTER SIMULATION OF GLICOPHORIN A AND 4-METHYL-2,6-DIISOBORNILFENOL INTERACTION BY AUTODOCK AND HEXSERVER PROGRAMS by O. I. Ostrikova

“…We used the electrostatic properties of the molecule glycophorin A, site of interaction is position chain A VAL83, chain B – ALA82, GLY83, GLY86, THR87. …”
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The Interactions Between Digitalization, Innovation and Employment in European Companies: Insights from a Latent Class Analysis by Adina-Maria Vodă, Mihai Ciobotea, Doina Badea, Monica Roman, Marian Stan

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DTIP-WINDGRU a novel drug-target interaction prediction with wind-enhanced gated recurrent unit by Kavipriya Gananathan, D. Manjula, Vijayan Sugumaran

“…The datasets with limited or unbalanced data, do not perform well. The models that use heterogeneous networks, non-linear fusion techniques, and heuristic similarity selection may need a lot of computational power and experience to implement and fine-tune. …”
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Development of Interactive Animation Videos for Civics Learning to Improve the Critical Thinking Abilities of Elementary School Students by Atiya Ningsih, Tamsik Udin, Ahmad Arifuddin, Maulana Arafat Lubis

“…The data collection techniques used in this study were validation sheets, and practicality questionnaires. …”
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Enhancing Student Learning Motivation Through the Implementation of Project-Based Learning (PJBL) with Interactive Digital Books by Meikardo Samuel Prayuda, Reni Rosianna Lumbangaol, Renato Gema Nugraha Hutabarat, Darinda Sofia Tanjung

“… The study presents the use of interactive digital books that are focused on project-based learning to boost the motivation of students to learn. …”
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Are School Absences Correlated with Influenza Surveillance Data in England? Results from Decipher My Data-A Research Project Conducted through Scientific Engagement with Schools. by Robert W Aldridge, Andrew C Hayward, Nigel Field, Charlotte Warren-Gash, Colette Smith, Richard Pebody, Declan Fleming, Shane McCracken, Decipher my Data project and schools

“…The network of web-based data collection platforms we established through active engagement provides an innovative model of conducting scientific research and could be used for a wide range of infectious disease studies in the future.…”
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GPerturb: Gaussian process modelling of single-cell perturbation data by Hanwen Xing, Christopher Yau

“…Understanding combinatorial perturbation effects is essential but challenging due to data sparsity and complex biological mechanisms. …”
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Drivers of Public Welfare Land Ratios for Regional Development in China: A Central–Local Interaction Perspective by Jin Dai, Qingbin Wang, Xiongwei Zhou, Xinxian Qi

“…This study investigates how central–local government interactions shape public welfare land ratios in China’s land development process. …”
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Bridging Perceived and Actual Data Quality: Automating the Framework for Governance Reliability by Tomaž Podobnikar

“…Unlike traditional producer–user models, it accounts for complex, multi-stakeholder interactions to improve data governance. Applied to planned land use (PLU) data, the framework significantly reduces discrepancy, as quantified by error score metrics, and directly enhances building permit issuance by streamlining interactions among administrative units, municipalities, and investors. …”
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