Beiträge

Veröffentlicht am

[publication] Early Findings from Pilots in AI-Driven Education: Effects of AI-Generated Courses and Videos on Learning and Teaching #research #tugraz #AI

Our chapter in the new book on Emerging Technologies, „Early Findings from Pilots in AI-Driven Education: Effects of AI-Generated Courses and Videos on Learning and Teaching,“ has been published.

Abstract:
This paper presents the (preliminary) findings from three pilot activities conducted at TU Graz over the past 18 months, exploring the use of AI in generating (open) educational resources. The first pilot involved developing a MOOC titled “Societech: Society in the Context of Information Technologies”, which utilized various AI tools to create videos and learning materials, engaging over 500 participants. The second pilot focused on creating multilingual videos for the MOOC “Open Educational Resources in Higher Education”, using AI-generated avatars of course instructors, involving more than 800 participants. The third pilot was a field study conducted in an Austrian secondary school, where 20 students aged 12–15 could choose between videos featuring their teacher, an AI-generated human avatar, or a cartoon character. Preliminary results indicate a clear preference for teacher-led videos, highlighting the significant role of the teacher in the learning process. While AI tools facilitated quicker and more cost-effective production of educational resources, challenges such as the need for quality assurance and handling of (now possible) automatic translations were noted.

[draft @ ResearchGate]
[full version @ publisher’s website]

Reference: Schön, S., Brünner, B., Ebner, M., Edelsbrunner, S., Hohla-Sejkora, K., Uhl, B. (2025). Early Findings from Pilots in AI-Driven Education: Effects of AI-Generated Courses and Videos on Learning and Teaching. In: Auer, M.E., May, D. (eds) 2024 Yearbook Emerging Technologies in Learning. Learning and Analytics in Intelligent Systems, vol 44. Springer, Cham. https://doi.org/10.1007/978-3-031-80388-8_2

Veröffentlicht am

[publication] Empowering Students through Visual Analytics: A Dashboard Redesign for Modern #learninganalytics #tugraz

Our paper, „Empowering Students through Visual Analytics: A Dashboard Redesign for Modern,“ which was awarded at this year’s EDMedia conference, is now available online.

Abstract:
Graz University of Technology originally launched a study progress dashboard in 2020 to help students monitor their academic progress and better understand their degree structures. In response to systematic changes in the university’s academic data modeling and the phasing out of legacy curricula between 2022 and 2024, the dashboard underwent a complete technical and conceptual overhaul. This paper presents the redesigned tool, which now features a modular, service-oriented architecture, real-time integration of current curricula, and enriched analytics combining student records with historical performance data. Supporting all Bachelor’s and Master’s programs, the updated dashboard continues to prioritize usability, transparency, and student autonomy. Drawing on student feedback and us-age data collected since the dashboard’s introduction, we analyze patterns of adoption and engagement, highlight lessons learned, and offer practical guidance for institutions aiming to implement adaptable, student-centered learning analytics systems.

[draft @ researchgate]
[full paper @ conference website]

Reference: Leitner, P., Pranter, P.P., Brünner, B. & Ebner, M. (2025). Empowering Students through Visual Analytics: A Dashboard Redesign for Modern Curricula. In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 599-608). Barcelona, Spain: Association for the Advancement of Computing in Education (AACE). Retrieved May 28, 2025 from https://www.learntechlib.org/primary/p/226201/.

Veröffentlicht am

[publication] Rapid Multilingual Video Production utilizing Artificial Intelligence #AI

At this year’s EDMedia conference, we published a publication titled „Rapid Multilingual Video Production utilizing Artificial Intelligence„.

Abstract:
This study presents the Rapid Multilingual Video Production (RMVPro) framework, an optimized process for creating high-quality multilingual educational videos using artificial intelligence (AI). The framework involves three stages: planning, translation, and production, with each stage involving iterative feedback loops with experts and native speakers to ensure linguistic and cultural accuracy of the translations. The framework for the Multilingual Video Sprint was tested during an international conference and the produced multilingual videos showing an AI human avatar were evaluated in a MOOC with feedback from 128 students. Results showed that AI could be utilized to accelerate video production while maintaining the clarity and comprehensibility of educational content. However, feedback indicated mixed perceptions of AI-generated human avatars, with some students preferring human facilitators for reasons of authenticity. The use of AI avatars in multilingual educational videos must be implemented carefully, but the RMVPro framework ensures high quality while utilizing the potential of AI to rapidly produce multilingual educational videos.

[draft @ researchgate]
[full version @ conference website]

Reference: Brünner, B. & Ebner, M. (2025). Rapid Multilingual Video Production utilizing Artificial Intelligence. In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 1223-1230). Barcelona, Spain: Association for the Advancement of Computing in Education (AACE). Retrieved May 28, 2025 from https://www.learntechlib.org/primary/p/226280/.

Veröffentlicht am

[publication] Exploring Teachers‘ Use of Educational Technology to Support Self-Regulated Learning in Secondary Education #research

Our publication at this year’s ED-Media conference titled „Exploring Teachers‘ Use of Educational Technology to Support Self-Regulated Learning in Secondary Education“ is now online available.

Abstract:
Gaining practical insights into teachers’ classroom practices is essential for advancing instructional design, yet such insights are often difficult to obtain. Considering the rapid technological developments, the integration of educational technology into everyday teaching is becoming increasingly important for preparing students for future challenges. Self-regulated learning (SRL) has emerged as a key 21st-century competence, and educational technologies can play a supportive role in its development. Our study seeks to deepen our understanding of how teachers utilize educational technologies to foster SRL by examining real classroom practices. In this work-in-progress paper, we aim to present the design of the quantitative phase, which forms the foundation for further investigation and the whole scientific process.

[draft @ researchgate]
[full version @ conference website]

Reference: Geier, G., Ebner, M. & Burgsteiner, H. (2025). Exploring Teachers‘ Use of Educational Technology to Support Self-Regulated Learning in Secondary Education. In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 841-846). Barcelona, Spain: Association for the Advancement of Computing in Education (AACE). Retrieved May 28, 2025 from https://www.learntechlib.org/primary/p/226228/.

Veröffentlicht am

[publication] Open Educational Resources in Ukraine: Current Status and Future Directions #edmedia #OER

Our publication titled „Open Educational Resources in Ukraine: Current Status and Future Directions“ was published at this year’s ED-Media conference in Barcelona, Spain.

Abstract:
This study investigates the current landscape and perceived need for Open Educational Resources (OER) in Ukraine. A comprehensive literature review and analysis of national and international sources was undertaken, and the research identified key benefits of OER, such as affordability, accessibility, and adaptability. The relevance of these benefits in the context of Ukraine’s ongoing digital transformation and crisis conditions was also explored. Survey data and academic initiatives indicate a growing interest in OER among educators and librarians, although awareness and implementation remain uneven, particularly in rural areas. Barriers such as limited digital infrastructure, low digital literacy, and lack of familiarity with licensing were also identified. The study draws upon successful practices from Austria and Germany, emphasising the need for coordinated national strategies, policy development, and educator training. While the research does not confirm a universal demand for OER, it shows clear potential and interest, laying the groundwork for future empirical studies to assess the educational impact of OER implementation in Ukraine.

[draft @ researchgate]
[full version @ conference website]

Reference: Andriichenko, Y., Ebner, M. & Schön, S. (2025). Open Educational Resources in Ukraine: Current Status and Future Directions. In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 1034-1043). Barcelona, Spain: Association for the Advancement of Computing in Education (AACE). Retrieved May 26, 2025 from https://www.learntechlib.org/primary/p/226255/.

Veröffentlicht am

[publication] Refactoring and Evaluation of an Interactive Web Portal for German Language Acquisition #edmedia #research

Our research titled „Refactoring and Evaluation of an Interactive Web Portal for German Language Acquisition“ got published at this year’s ED-Media conference in Barcelona.

Abstract:
This paper presents the refactoring and evaluation of IDeRBlog, an educational blog platform designed to support German language acquisition in primary schools. Originally developed as part of an EU Erasmus project, IDeRBlog aims to improve students’ spelling skills through a combination of intelligent feedback and blogging features. The recent redevelopment focused on updating the user interface for mobile compatibility and integrating modern web technologies. To assess the impact of these improvements on user experience, two test classes used the IDeRBlog system during regular German lessons. Students received automated feedback on their writing, while teachers tracked progress using learning analytics to identify common error categories. The evaluation demonstrates significant improvements in usability and user experience due to the refactoring, highlighting its positive impact on both student engagement and learning outcomes.

[draft @ researchgate]
[full Version @ conference website]

Reference: Buchacher, F., Wachtler, J. & Ebner, M. (2025). Refactoring and Evaluation of an Interactive Web Portal for German Language Acquisition. In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 611-621). Barcelona, Spain: Association for the Advancement of Computing in Education (AACE). Retrieved May 26, 2025 from https://www.learntechlib.org/primary/p/226203/.

Veröffentlicht am

[publication] Inspired by generative AI, Ignoring Open Knowledge? Findings from a Longitudinal Study on Digital Equipment and Activities of Study Beginners at TU Graz (2011–2024) #edmedia #research

Our paper titled „Inspired by generative AI, Ignoring Open Knowledge? Findings from a Longitudinal Study on Digital Equipment and Activities of Study Beginners at TU Graz (2011–2024)“ at this year’s ED-Media conference in Barcelona got published.

Abstract:
Over the past 13 years, nearly 13,000 students participated in annual surveys during the “Welcome Days” for first-year students at Graz University of Technology (TU Graz) in Austria. This paper presents an analysis of data from 2011 to 2024, offering insights into the evolving digital landscape of incoming students. It explores trends in IT equipment, social media use, communication tools, digital leisure, and engagement with online resources. A key finding is the rising adoption of AI tools, with ChatGPT usage nearly doubling compared to the previous year. At the same time, the use of Wikipedia and open-source software has declined, suggesting shifts in information-seeking and digital work habits. Smartphones and digital communication tools remain essential, though preferences are changing—for example, Discord is gaining popularity while SMS continues to decline. Streaming services are still dominant for digital leisure, yet platforms such as Netflix and Prime are no longer surveyed separately, reflecting broader changes in media use. This longitudinal study provides valuable insights into how students’ digital habits evolve, informing digital learning strategies, educational technologies, and student support services. By understanding these trends, universities can better tailor e-learning environments and digital literacy initiatives to support new student cohorts effectively.

[draft @ researchgate]
[full paper @ conference website]

Reference: Nagler, W., Mair, B., Ebner, M. & Schön, S. (2025). Inspired by generative AI, Ignoring Open Knowledge? Findings from a Longitudinal Study on Digital Equipment and Activities of Study Beginners at TU Graz (2011–2024). In T. Bastiaens (Ed.), Proceedings of EdMedia + Innovate Learning (pp. 1161-1169). Barcelona, Spain: Association for the Advancement of Computing in Education (AACE). Retrieved May 26, 2025 from https://www.learntechlib.org/primary/p/226272/.

Veröffentlicht am

[presentation] Exploring Teachers‘ Use of Educational Technology to Support Self-Regulated Learning in Secondary Education #research

Our last talk at this year’s ED-Media conference was „Exploring Teachers‘ Use of Educational Technology to Support Self-Regulated Learning in Secondary Education“. Find the slides here too:

Geier, G., Ebner, M., & Burgsteiner, H. (2025, Mai 22). Exploring Teachers‘ Use of Educational Technology to Support Self-Regulated Learning in Secondary Education. Graz University of Technology. https://doi.org/10.3217/dgs5q-sgc55

Veröffentlicht am

[presentation] Refactoring and Evaluation of an Interactive Web Portal for German Language Acquisition #iderblog #research #tugraz

Another talk at this year’s ED-Media conference was about our IDeR-Blog project titled „Refactoring and Evaluation of an Interactive Web Portal for German Language Acquisition“. Find the slides here:

Buchacher, F., Wachtler, J., & Ebner, M. (2025, Mai 22). Refactoring and Evaluation of an Interactive Web Portal for German Language Acquisition. Graz University of Technology. https://doi.org/10.3217/q4epa-dbh95

Veröffentlicht am

[presentation] Empowering Students through Visual Analytics: A Dashboard Redesign for Modern Curricula #LearningAnalytics #tugraz #edmedia

We are proud that one of our research papers won a Best Paper Award at this year’s ED-Media conference. Our presentation titled „Empowering Students through Visual Analytics: A Dashboard Redesign for Modern Curricula“ is also now available online:

Leitner, P., Pranter, P.-P., Brünner, B., & Ebner, M. (2025, Mai 22). Presentation: Empowering Students through Visual Analytics: A Dashboard Redesign for Modern Curricula. Graz University of Technology. https://doi.org/10.3217/35eva-va035