Faculty of Computer Science and Engineering
Permanent URI for this communityhttps://repository.ukim.mk/handle/20.500.12188/5
The Faculty of Computer Science and Engineering (FCSE) within UKIM is the largest and most prestigious faculty in the field of computer science and technologies in Macedonia, and among the largest
faculties in that field in the region.
The FCSE teaching staff consists of 50 professors and 30 associates. These include many “best in field” personnel, such as the most referenced scientists in Macedonia and the most influential professors in the ICT industry in the Republic of Macedonia.
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Item type:Publication, An analytical review of optimization techniques in information retrieval for enhanced decision support(Elsevier BV, 2025-12) ;Lazović, Kemal ;Madeira, Filipe; ;Silva, Luis AugustoCoelho, Paulo Jorge - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Exploring the Educational Potential of Virtual Reality and Mixed Reality: Immersive Learning, Student Engagement, and Knowledge Retention(Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia, 2025-12) ;Dodevska, Mila ;Atanaskoski, Zivko; ; The integration of Virtual Reality (VR) and Mixed Reality (MR) technologies in education presents new opportunities for immersive and interactive learning. This paper reviews recent applications of VR/MR in educational contexts, emphasizing their impact on student engagement, cognitive development, and knowledge retention. The analysis highlights key benefits such as enhanced motivation, improved practical skills, and effective visualization of abstract content, while also acknowledging limitations including cognitive load and motion sickness. In addition to the literature review, the grounds of an experimental study are presented. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Using the BBC Micro:bit in Educational Settings: Recommendations for N. Macedonia(Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia, 2025-12) ;Miceva, Gorica; ; Atanaskoski, ZivkoThe integration of the BBC Micro:bit into educational settings has been gaining momentum across various countries due to its potential to foster computational thinking, digital literacy, and hands-on learning. This paper examines the role of the Micro:bit in enhancing STEM education through case studies from Slovakia, Sweden, and the UK. The study explores teaching approaches, technical considerations, student engagement, pedagogical insights, challenges, and cultural contexts, offering valuable insights into the effectiveness of the BBC Micro:bit in different educational environments. Further, based on the findings, we propose a set of recommendations for N. Macedonia. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Testing Strategy for Multi-Tenant Web Applications Using TestContainers with Use Case: MealMatrix(2025-11) ;Dimovski, Davor; This paper addresses the problem of missing a standardized approach for verifying the architectural setup of multi-tenant applications by offering a testing strategy that covers scenarios of common problems that multitenant applications face (divided in 3 areas: data isolation, data integrity and constraints, tenant context). Using TestContainers to create a replica of a production environment, with a big bang integration testing approach, we showcase the practical usage of the proposed testing strategy with a Spring Boot and Kotlin web application for managing meal orders – MealMatrix. The results show that the testing approach is effective in identifying faulty setup for multi-tenant environments, with a limitation that TestContainers does not cover an easy-setup for the multiple databases, multiple schemas model with a single instance of the application serving multiple tenants. This work contributes to the field of software testing by offering an easily applicable, high-level testing approach for multi-tenant web applications. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, EXPLORING COMPUTATIONAL THINKING IN EDUCATION: DEFINITIONS, PEDAGOGIES, AND INTEGRATION APPROACHES(IATED, 2024-11) ;Miceva, Gorica; ; Nowadays, many academics agree that one of the essential 21st-century skills is computational thinking (CT). This study explores the diverse meanings of CT and their evolution throughout the years. It examines the complex connections between digital literacy/competence, programming, and CT, and clarifies their differences. The fundamental ideas and abilities of CT—abstraction, algorithmic reasoning, automation, decomposition, debugging, pattern recognition, and generalization—will be at the center of our discussion. We claim that CT serves as a catalyst for developing students' critical thinking and problem-solving skills, emphasizing its importance in education. Our paper evaluates the necessity of incorporating CT into curricula while discussing how it might promote economic growth. It investigates the best pedagogical approaches to support CT and looks into ways to incorporate it easily into current curriculum. Additionally, it looks into how dependent CT is on technology and how students' access to it affects CT-oriented education. A comprehensive review of relevant studies will be conducted, examining various methods of implementing and using CT in mandatory education worldwide. Finally, three primary approaches to integrating CT skills in compulsory education curricula will be examined: as a cross-curricular topic, as a standalone subject, and by integration within other subjects. Real-world examples of CT integration in compulsory education across various countries are provided, offering insights into successful implementation strategies. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Data-Driven Adaptive Course Framework - Case Study: Impact on Success and Engagement(MDPI, 2025-07-19) ;Ademi NeslihanLoshkovska SuzanaAdaptive learning tailors learning to the specific needs and preferences of the learner. Although studies focusing on adaptive learning systems became popular decades ago, there is still a need for empirical evidence on the usability of adaptive learning in various educational environments. This study uses LMS log data to elucidate an adaptive course design explicitly developed for formal educational environments in higher education institutions. The framework utilizes learning analytics and machine learning techniques. Based on learners’ online engagement and tutors’ assessment of course activities, adaptive learning paths are presented to learners. To determine whether our system can increase learner engagement and prevent failures, learner success and engagement are measured during the learning process. The results show that the proposed adaptive course framework can increase course engagement and success. However, this potential depends on several factors, such as course organization, feedback, time constraints for activities, and the use of incentives. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Gender Impact on Performance in Adaptive Learning Settings: Insights from a Four-Year University Study(MDPI, 2025-06-16) ;Ademi NeslihanLoshkovska SuzanaThis study explores the role of gender in shaping learners’ outcomes in an adaptive learning environment. Despite the growing adoption of adaptive learning platforms in various educational settings, the literature on gender-related differences in engagement and achievement remains limited. Using quantitative analysis of performance and engagement data from learners, this study aims to shed light on how gender affects success and engagement in adaptive learning settings at the university level in formal education environments. The findings reveal significant differences in both achievement and engagement, emphasizing the importance of considering gender in adaptive course design. This study contains data from four years of the same course with different adaptive course settings and shows the impact of these settings on academic performance and engagement level based on gender. - Some of the metrics are blocked by yourconsent settings
Item type:Publication, A novel methodological approach for learning cybersecurity topics in primary schools(Springer Science and Business Media LLC, 2024-08-24) ;Videnovik, Maja; Trajkovik, Vladimir - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Generative AI for Customizable Learning Experiences(MDPI, 2024-04) ;Pesovski, Ivica ;Santos, Ricardo ;Henriques, Roberto - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Using Peer-Learning and Game-Based Instruction for Achieving Long-Lasting Knowledge of Cybersecurity in Primary Schools(Institute of Electrical and Electronics Engineers (IEEE), 2025) ;Videnovik, Maja ;Trajkovik, Vladimir ;Vold, Tone ;Kiønig, Linda VibekeBogdanova, Ana Madevska
