Fine-Tuning Large Language Models for Ontology Engineering: A Comparative Analysis of GPT-4 and Mistral by Dimitrios Doumanas, Andreas Soularidis, Dimitris Spiliotopoulos, Costas Vassilakis, Konstantinos Kotis

“…Ontology engineering (OE) plays a critical role in modeling and managing structured knowledge across various domains. This study examines the performance of fine-tuned large language models (LLMs), specifically GPT-4 and Mistral 7B, in efficiently automating OE tasks. …”
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Exploring corporate social responsibility practices in the telecommunications, broadcasting and courier sectors: a comparative industry analysis by Naziatul Aziah Mohd Radzi, Normaizatul Akma Saidi, Suziana Hassan, Mohamad Syahrul Nizam Ibrahim, Khai Ern Lee

“…Employing a qualitative methodology, the study utilises a semi-structured interview protocol to gather rich, detailed insights from top management across eight listed and non-listed companies. …”
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How Do Patients and Caregivers in Advanced Illness Support One Another in Decision-Making for Patient Care? A Qualitative Interview Study of Patient and Caregiver Dyads in Speciali... by Norah Fagan, Andrew Davies, Geraldine Foley

“…Design: A qualitative study comprising semi-structured interviews. Data were thematically analyzed. …”
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Giving Voice to the Invisible Through the Use of Participatory Videos to Communicate Community-level Vulnerability to Pelagic Sargassum Influxes in the Eastern Caribbean by Bethia Thomas, Janice Cumberbatch

“…They have failed to implement a structured and organised plan to manage the influxes of sargassum, resulting in an ad hoc and unplanned response (Brooks et al. 2018, CRFM 2019, Djakourè et al. 2017, Doyle and Franks 2015, Gower and King 2011, Hinds et al. 2016, Hu et al. 2016, Oxenford et al. 2016, Wang and Hu 2017). …”
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GPT Applications for Construction Safety: A Use Case Analysis by Ali Katooziani, Idris Jeelani, Masoud Gheisari

“…This includes fine-tuning for more relevant safety-specific outcomes, integrating real-time data for contextual awareness, and developing a nuanced understanding of safety risks. …”
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Climatic Impacts on Drug Therapy Usage: A Comparative Study of Kurdish Populations in Sulaimani, Iraq, and Stockholm, Sweden by Shena Ali Faris, Pakiza Aziz Saied

“…It also highlights significant variations in healthcare practices, demonstrating how environmental conditions shape medication patterns. Data collection was conducted through a structured online survey, covering sociodemographic factors, health behaviors, and medication practices, followed by statistical analysis using Python and SPSS. …”
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To chew or not to chew? Exploring the influence of scented chew toys on puppy chewing by Rituparna Sonowal, Nathaniel J. Hall, Anastasia C. Stellato

“…Owner reports suggest no changes in the frequency of dogs chewing on undesired items and mouthing or nipping on body parts during the 1-week period for either toy type.DiscussionThe findings suggest that scent can enhance engagement with chew toys, and although chew toys did not influence owner perceptions, future research should evaluate the use of structured owner-implemented training strategies on mitigating unwanted chewing or mouthing behavior in dogs.…”
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Effects of masculine culture on the mental health of Northern Sotho male youth by Ntsobe Tshepo Hope Mogano, Daniel Lesiba Letsoalo, Choja Akpovire Oduaran

“…A purposive sampling technique was used to select the sample. Data was collected through individual face-to-face semi-structured interviews and analyzed using qualitative content analysis through the lens of gender role conflict theory.  …”
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Workflow Design and Operational Analysis of a Coal‐Based Multi‐Energy Combined Supply System for Electricity, Heating, Cooling, and Gas by Shiwei Yu, Dedong Li, Zhongyi Zuo, Mingjie Feng

“…However, the inherent reliance of traditional CCHP systems on natural gas as fuel structurally conflicts with China's energy endowment, characterized by abundant coal and scarce natural gas, severely limiting their large‐scale application. …”
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Effect of Health Educational Program on Knowledge, Attitude, and Reaction of Pregnant Women Regarding Obstetric and Newborn Danger Signs by Somaya O. Abd Elmoniem, Elham A. Ramadan, Ahlam E. M. Sarhan

“…Two tools were used for data collection. They were a Structured Interviewing Questionnaire and a Modified Likert Scale to assess women's attitude. …”
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Strabismic Adults' Expectations of Psychosocial Support From Healthcare Professionals–A Qualitative Descriptive Study by Anna Mason, Katja Joronen, Laura Lindberg, Marika Kajander, Nina Fagerholm, Anja Rantanen

“…It included 12 semi‐structured interviews with purposefully recruited patients who had experienced the psychosocial influences of strabismus. …”
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Enhancing FDG Production Efficiency on Explora FDG4 Synthesis Module: A Journey of Innovation and Excellence at Neurospinal & Cancer Care Post Graduate Institute by Syed Muhammad Haider Zaidi, Fatima Batool, Naheed Ghaffar

“…In this research data from all production batches from between January 2023 to December 2024 were analyzed. …”
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Unravelling the importance of spatial and temporal resolutions in modeling urban air pollution using a machine learning approach by Alireza Zhalehdoost, Mohammad Taleai

“…This study proposes a structured machine learning (ML)-based framework to examine how temporal and spatial resolution choices affect the accuracy of urban air pollution modeling. …”
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On Introduction to q1,q2-Linear Diophantine Fuzzy Sets and Their Applications by Muhammad Bilal Khan, Adrian Marius Deaconu, Javad Tayyebi, Bandar Bin-Mohsin, Loredana Ciurdariu, Miguel Vivas Cortez, Nurnadiah Zamri

“…The notion of parameter mappings is about creating and managing a structured relationship between parameters across different systems or processes. …”
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Navigating a New Normal: A Mixed-Methods Study of the Pediatric Tracheostomy Parent-Caregiver Experience by Laine DiNoto, Adrianne Frankel, Taylor Wheaton, Desirae Smith, Kimberly Buholtz, Rita Dadiz, Kathryn Palumbo

“…Study Design: Parent-caregivers completed surveys and participated in semi-structured interviews about their experiences learning to care for their child with a tracheostomy tube. …”
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Intimate partner violence among pregnant women in Anambra State, Nigeria: Prevalence, pattern, determinants and coping strategies by Benjamin Chukwunonso Okonkwo, Nkiru Nwamaka Ezeama, Gabriel Chidera Edeh, Shadrach Arinze Okolo, Chinonuju Franklin Chiekezie, Chidindu Prince Anagwu, Michael Chukwuebuka Awugosi

“…Materials and Methods This cross-sectional survey enrolled 400 pregnant women receiving ANC at Nnamdi Azikiwe University Teaching Hospital, Nnewi, Anambra State. Data collection utilised semi-structured, self-administered questionnaires. …”
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‘It causes me to minimise myself’: impostor phenomenon in simulation educators by Kirsty J. Freeman, Debra Nestel, Stephen Houghton, Sandra E. Carr

“…Using a hermeneutic phenomenological approach, we explored the lived experiences of 20 simulation educators. Semi-structured interviews were conducted, audio-recorded, and transcribed verbatim. …”
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Bridging theory and practice: Experiences of diagnostic radiography students during clinical training in resource‐constrained settings by Sylvia Shafuda, Edwin Daniels, Abel Karera

“…Methods A qualitative phenomenological study was conducted using face‐to‐face, semi‐structured interviews with 18 diagnostic radiography students (six each from years 2 to 4) from one participating university. …”
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Knowledge, level of acceptance, and perception of low socio-economic status families towards Covid-19 vaccination in Tarlac Province by Jeremy Peralta, Kistlae Milla, Martricia Miranda, Ralph Leiner Punzalan, Christian Salum, Luzviminda G. Rivera

“…The study utilized a quantitative approach via descriptive-correlational research design, while a structured, validated, and reliability-tested questionnaire was used in data gathering through online surveys and face-to-face interviews. …”
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A Perspective on Software-in-the-Loop and Hardware-in-the-Loop Within Digital Twin Frameworks for Automotive Lighting Systems by George Balan, Philipp Neninger, Enrique Ruiz Zúñiga, Elena Serea, Dorin-Dumitru Lucache, Alexandru Sălceanu

“…This study presents a structured integration of Software-in-the-Loop (SiL) and Hardware-in-the-Loop (HiL) testing within a digital twin (DT) framework for validating headlamp systems. …”
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