Schlagwort: tugraz

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[publication] Learning Analytics als Instrument für wirkmächtige Mediendidaktik – 10 Jahre Erfahrung im Forschungsfeld #tugraz

In einem kurzen Beitrag zu „Learning Analytics als Instrument für wirkmächtige Mediendidaktik – 10 Jahre Erfahrung im Forschungsfeld“ konnte ich im Buch „Didaktik in einer Kultur der Digitalität“ unsere Erfahrungen darlegen:

Der Beitrag beschäftigt sich mit Learning-Analytics-Applikationen als Werkzeug für Lernenden und Lehrende. Dabei wird in die Begrifflichkeit eingeleitet, um ein gemeinsames Verständnis zu schaffen und danach entlang von umgesetzten und in der Praxis erprobten Beispielen bisher Erkenntnisse herausgearbeitet. Die Erfahrungen stützen sich dabei primär aus zwei Anwendungsbereichen in den Unterrichtsfächern Mathematik und Deutsch. In der abschließenden Diskussion werden die Herausforderungen und Ziele von Learning Analytics besprochen, die in den dafür nötigen Kompetenzen der Lehrenden münden, um im Sinne einer wirkungsmächtigen Mediendidaktik diese gezielt einsetzen zu können.

[Vorabversion @ ReserachGate]

Zitation: Ebner, M. (2023) Learning Analytics als Instrument für wirkmächtige Mediendidaktik – 10 Jahre Erfahrung im Forschungsfeld. In: Didaktik in einer Kultur der Digitalität. Brandhofer, G. & Wiesner, C. (Hrsg.). Verlag Julius Klinkhardt GmbH & Co. KG. S. 163 – 176. ISBN 9783781526037

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[publication] Analysis of Students’ Behavior Watching iMooX Courses with Interactive Elements #mooc

We published an article about „Analysis of Students’ Behavior Watching iMooX Courses with Interactive Elements“ in the iJET-Journal:

Abstract:
Digital learning technologies are becoming increasingly important for our modern educational system. In addition to teaching methods that incorporate interactivity, these approaches benefit students’ overall learning experience and success by enhancing their attention and fostering a positive attitude towards the learning content being presented. Interactivity comes in various forms, and while a combination of distinct activities is beneficial, some are more effective at engaging students. Using digital technologies in an educational environment opens up new possibilities for students, teachers, and researchers. It provides new insights into learning behavior and enables the collection of interaction information. This data could, for example, show how often a video was paused or at what point students lost interest and left, but gaining such knowledge requires further processing. The use of visualizations that depict behavior, such as the change of attention over time, can be an effective way to present extracted information. Therefore, our research focuses on developing an application that enables us to generate various visualizations from the collected data. A single command-line input will be sufficient to create them. Furthermore, a video course was created from which we collected behavioral data. Our results aim to showcase the benefits of interactivity, and that the created figures can be used for data evaluation verifies the versatility of the generated visualizations

[full article @ journal’s homepage]
[full article @ ResearchGate]

Reference: Dohr, D., Wachtler, J., & Ebner, M. (2023). Analysis of Students’ Behavior Watching iMooX Courses with Interactive Elements. International Journal of Emerging Technologies in Learning (iJET), 18(24), pp. 4–18. https://doi.org/10.3991/ijet.v18i24.46455

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[publication] Learning with Videos and Quiz Attempts: Explorative Insights into Behavior and Patterns of MOOC Participants #imoox #video #hcii

Our publication about „Learning with Videos and Quiz Attempts: Explorative Insights into Behavior and Patterns of MOOC Participants“ for the HCII 2023 conference got published:

Abstract:
Many MOOCs use units with videos and quizzes, where a successful attempt after several tries is the basis for a MOOC certificate. A first in-depth analysis of quiz behavior within a MOOC at the Austrian MOOC platform iMooX.at had shown several quiz attempts patterns (Mair et al. 2022). As a next step, the researchers now collected details on video watching within a new edition of the same MOOC and therefore could combine data on quiz and video behavior. This analysis shows similar distribution of the quiz attempt patterns as in our first analysis. Additionally, the analysis indicates that learners who completed more quiz attempts than needed for full point results or passing have a higher average video watching time than learners who only made attempts until reaching a full score or passing.KeywordsMOOC; quiz behaviorVideo behaviorLearningLearning analytics

[full paper @ publisher’s homepage]
[draft @ ResearchGate]

Reference: Mair, B., Schön, S., Ebner, M., Edelsbrunner, S., Leitner, P. (2023). Learning with Videos and Quiz Attempts: Explorative Insights into Behavior and Patterns of MOOC Participants. In: Zaphiris, P., Ioannou, A. (eds) Learning and Collaboration Technologies. HCII 2023. Lecture Notes in Computer Science, vol 14040. Springer, Cham. https://doi.org/10.1007/978-3-031-34411-4_22

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[presentation] Exploring the Utilization of Online Resources and Experiences in Language Learning – A Study of Indonesian Students Learning German as a Foreign Language #edil23 #language #OER #learning

Our research together with the University of Malang about „Exploring the Utilization of Online Resources and Experiences in Language Learning – A Study of Indonesian Students Learning German as a Foreign Language“ at the EDMedia and Innovative Learning 2023 conference in Vienna is now online available – here you can find the slides:

[slides @ ResearchGate]

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[ijet, journal] Journal of Emerging Technologies in Learning Vol. 19 / No.02 #ijet #research

Issue 19(02) of our journal on emerging technologies for learning got published. Enjoy the readings as usual for free :-).

Table of Contents:

  • Digital Inclusion in English Language Teaching in Ukraine
  • Teachers‘ Perspectives on Using Technology to Facilitate Pupil Participation
  • Construction and Innovative Application of Fundamental Training Educational Resource Repository Using Data Mining Techniques
  • Integration of Internet Technology and Environmental Design Education: Cross-disciplinary Curriculum System Construction and Its Teaching Effect Evaluation
  • Utilising Big Data Analysis to Augment Student Learning: A Deep Dive into Customised Teaching and Management Mode
  • Research on Retrieval Method of Online English Grammar Questions Based on Natural Language Processing
  • Using Artificial Intelligence to Reform the Collaborative Teaching Mode of Visual Communication Design Courses
  • Transformation of Students’ Societal Perceptions through Data-Driven Pedagogies in Sociology Courses
  • Leveraging Gamification Strategies for Enhanced Environmental Education: An Exploration into Design, Technology, and Learning Outcomes

[Link to Issue 19/02]

Nevertheless, if you are interested to become a reviewer for the journal, please just contact me 🙂 .

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[publication] Porting a Native Android App to iOS #ios #appdevelopment #tugraz

Our publication on „Porting a Native Android App to iOS“ got published in the nternational Journal of Interactive Mobile Technologies (iJIM):

Abstract:
The two mobile operating systems Android and i(Pad)OS have dominated the smartphone and tablet market for years and app providers have to offer their apps for both systems in most cases in order to be competitive or to be able to reach the majority of potential customers. In native app development, separate applications have to be written and maintained for each platform. Often, apps are developed for one platform first and the second app is developed at a later stage, after some feedback could be collected. This porting from one system to the other can be either (partially) automated or manual, but in any case, it has its challenges. Both systems were designed with different approaches and differ greatly in some parts from each other – not only visually, but also in terms of the underlying structure. To illustrate the porting process, the Android app “Schoolstart Screening App”, which was developed for the Federal Ministry of Education, Science and Research of Austria by Graz University of Technology at the OU Educational Technology, was ported so that it can be used also on iPads. Automated approaches were discussed and the chosen process is explained to get a good overview of the topic.

[article @ journal’s homepage]
[article @ ResearchGate]

Reference: Rauter, M., Wachtler, J., & Ebner, M. (2023). Porting a Native Android App to iOS: Porting Process Shown by the Example of the “Schoolstart Screening App”. International Journal of Interactive Mobile Technologies (iJIM), 17(23), pp. 20–31. https://doi.org/10.3991/ijim.v17i23.43829

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[publication] The Analysis of Learning Management System towards Students’ Cognitive Learning Outcome #tugraz #researg

Our article titled „The Analysis of Learning Management System towards Students’ Cognitive Learning Outcome“ got published in the Journal of Emerging Technologies in Learning (iJET).

Abstract:
The purpose of this study was to determine the implementation of the moodle and edmodo learning management system (LMS) in education, to identify the specific features of the LMS that were utilized in the learning process, and to assess the impact of the LMS on student learning outcomes, drawing on cognitive learning theory. The research method is a systematic literature review (SLR) using the Scopus and Taylor & Francis databases, guided by the PRISMA (preferred reporting items for systematic review and meta-analyses) protocol, to analyze the data. The validity of the study was tested using the Gregory test with four expert examiners, namely an SLR expert, an LMS expert, and experts in cognitive learning outcomes. The results of the electronic database search focused on articles related to LMS implementation, LMS features, and student cognitive learning outcomes. This systematic literature review identified four key stages that serve as indicators of LMS implementation: 1) introduction, 2) registration, 3) learning materials, and 4) evaluation (assessment or feedback). The LMS features used in learning are grouped into four sections: communication features, course content features, course delivery features, and assignment features. The findings of the literature review indicate that the implementation of LMS and the features utilized in the learning process have an impact on various aspects of learning. These include learning satisfaction, engagement, learning experience, comfort, effectiveness, motivation, and the improvement of student learning outcomes.

[full article @ journal’s homepage]
[full article @ ResearchGate]

Reference: Aulianda, N., Wijayati, P. H., Ebner, M., & Schön, S. (2023). The Analysis of Learning Management System towards Students’ Cognitive Learning Outcome: A Systematic Literature Review. International Journal of Emerging Technologies in Learning (iJET), 18(23), pp. 4–26. https://doi.org/10.3991/ijet.v18i23.36443

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[publication] Die Wirkung von MOOCs und iMooX.at aus Sicht von Kursersteller:innen #zfhe #tugraz #research #imoox #mooc

Im Rahmen der Sonderausgabe zu Digitalisierung der Hochschullehre – Projekte österreichischer Hochschulen 2020–2024 haben wir einen Beitrag über iMooX.at erstellt mit dem Titel „Die Wirkung von MOOCs und iMooX.at aus Sicht von Kursersteller:innen“

Zusammenfassung:
iMooX.at wird im Rahmen des Projekts „MooX – Die MOOC-Plattform als Service für alle österreichischen Universitäten“ (2020–2023) als nationale Plattform für Hochschulen ausgebaut. Im Beitrag werden bisherige Ergebnisse und Wirkungen des Projekts dargestellt. So wurden bereits 70 MOOCs durchgeführt (geplant waren 33). In problemzentrierten Interviews mit fünf Kursersteller:innen wurden zudem Wirkungen von MOOCs und iMooX.at als Plattform gesammelt. Kursersteller:innen bestätigen in einer Online-Befragung (n=17) im hohen Maße, dass iMooX.at zur Verbreitung von OER beiträgt und positive Wirkungen für unterschiedliche Gruppen hat.

[Beitrag @ Zeitschrift für Hoschulentwicklung]
[Beitrag @ ResearchGate]

Referenz: Ebner, M., Edelsbrunner, S., Haas, M., Hohla-Sejkora, K., Leitner, P., Lipp, S., Mair, B., Schön, S., Steinkellner, I., Stojevic, I., & Zwiauer, C. (2023). Die Wirkung von MOOCs und iMooX.at aus Sicht von Kursersteller:innen. Zeitschrift für Hochschulentwicklung , 18, 51-76. https://doi.org/10.3217/zfhe-SH-HL/04

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[publication] Digital Transformation of Teaching and Perception at TU Graz from the Students’ Perspective: Developments from the Last 17 Years #tugraz #education

Our chapter on „Digital Transformation of Teaching and Perception at TU Graz from the Students’ Perspective: Developments from the Last 17 Years“ we presented last year at ICL-conference is now online available:

The use of digital technologies in teaching to make it more varied, better, more diverse, or even more accessible is being pursued systematically at many universities. This article shows the developments in the digital transformation of teaching at Graz University of Technology (TU Graz) over the last 17 years. In the process, the various activities of Graz University of Technology and of the central department of teaching and learning technologies about the digital transformation of teaching and its focus and change during this period are described in the form of a workshop report. The consequences and developments of the Covid-19 pandemic on digital transformation efforts are also addressed. This is contrasted with results of two students’ surveys from 2014 (N = 1,502 complete questionnaires) and 2021 (N = 1,386 complete questionnaires). Within this contribution, the authors use the survey’s data to assess how students’ attitudes towards technology-enhanced teaching were changing at TU Graz. Mean indices were created to be able to compare the two surveys. This shows that despite the less good experience with teaching at TU Graz during the pandemic the attitude towards digital teaching is relatively satisfying. Nevertheless, the authors point out that the students clearly indicate that digital (distance) learning has a negative impact on communication between students and teachers as well as between students themselves, and that measures would be desirable here.

[full chapter @ book homepage]
[draft @ ResearchGate]

Reference: Martin Ebner; Bettina Mair; Christoph De Marinis; Hannes Müller; Walther Nagler; Sandra Schön; Stefan Thurner (2023). Digital Transformation of Teaching and Perception at TU Graz from the Students’ Perspective: Developments from the Last 17 Years. In: Auer, M.E., Pachatz, W., Rüütmann, T. (eds) Learning in the Age of Digital and Green Transition. ICL 2022. Lecture Notes in Networks and Systems, vol 633. Springer, Cham, pp 366–377. doi.org/10.1007/978-3-031-26876-2_34