e-Learning Blog Rotating Header Image

Learning Analytics

[publication] Individualisierung des Deutschunterrichts mit IDeRBlog #LearningAnalytics

Jul 30th, 2018
by Martin.
No comments yet

Unser Artikel zu „Individualisierung des Deutschunterrichts mit IDeRBlog“ ist nun in der Ausgabe von Computer + Unterricht erschienen. Viel Spaß beim Lesen 🙂 .

Zusammenfassung:

Warum IDeRBlog Digitale Medien (Der Begriff „Digitale Medien“ umfasst in diesem Artikel die Nutzung von Computer/Laptop/Smartphone/Internet) und deren Nutzung nehmen einen immer größeren Stellenwert in der Gesellschaft ein. Die Tendenz der Digitalisierung der Gesellschaft wird allerdings noch nicht von allen Schulen beziehungsweise den unterrichtenden Lehrer/innen aufgegriffen. Die Gründe dafür sind vielfältig und sollen hier nicht weiter erörtert werden. Dabei gibt die Nutzung von digitalen Medien den Lehrer/innen große Möglichkeiten der Unterrichtsveränderung. Sie können mit digitalen Medien ihren Fachunterricht verändern, indem sie z. B. recherchieren lassen im Internet. Sie können Schüler/innen Texte zu Fachthemen produzieren lassen und diese digital innerhalb der Klassengemeinschaft tauschen. Dabei bleibt die Nutzung digitaler Medien immer an ein Fach gebunden, in dem die Schüler/innen für das Fach lernen. Gleichzeitig findet ein Lernen über sinnvolle Nutzung von Medien und über verantwortungsvollen Umgang mit digitalen Medien statt. Ein starker Nutzen von digitalen Medien für den Unterricht kann durch automatisierte Analyse von Eingaben der Schüler/innen erreicht werden. Schüler/innen erhalten direkt und unmittelbar Rückmeldung über die Qualität ihrer individuellen Eingaben. Dabei kann fachwissenschaftliches Wissen abgefragt werden, es kann aber auch die Rechtschreibung von eingegebenen Wörtern oder Texten überprüft werden. Diese automatisierte Kontrolle kann vom Computer viel schneller und direkter vorgenommen werden als dies Menschen können. Entscheidend neben der Kontrolle ist die Rückmeldung, die den Schüler/innen gegeben wird, um ihr individuelles Lernen zu verbessern und damit ihr Wissen zu vergrößern. Entscheidend hierbei ist die Möglichkeit, Übungen oder Lernszenarien zu den von den Schüler/innen getätigten Eingaben zur Verfügung zu stellen, die das Lernen der Schüler/innen in diesem Bereich fördert.

[Draft @ ResearchGate]

Zitation: Gros, M., Steinhauer, N., Ebner, M.. (2018) Individualisierung des Deutschunterrichts mit IDeRBlog. Computer + Unterricht Nr. 110/2018, S. 13-15

[publication] German Language Training App for Primary School Children #LearningAnalytics #iderblog

Jul 25th, 2018
by Martin.
No comments yet

At this year Ed-Media conference in Amsterdam we published our research work about „German Language Training App for Primary School Children“.

Abstract:

Mobile apps and the gaming industry experienced continuous growth and popularity over the last couple of years. While children have always played games for fun, researchers, recognized the promising possibilities behind games in the field of education. As nearly every child is in possession of a mobile device today, the sector of digital game-based learning is of special interest. Since primary school pupils often find it difficult to acquire good language skills, this research study deals with the creation of a prototype for tablets to support language training within primary schools. For the evaluation, a field test among children in Austria was conducted in order to see whether benefits could be observed. The extremely positive field test strengthened our approach and further motivated the participants to play the game even after the test was finished.

[Draft @ ResearchGate]

Reference: Schwaiger, A., Ebner, M. & Ebner, M. (2018). German Language Training App for Primary School Children. In Proceedings of EdMedia: World Conference on Educational Media and Technology (pp. 1202-1210). Amsterdam, Netherlands: Association for the Advancement of Computing in Education (AACE).

[presentation] German Language Training App for Primary School Children #tugraz #LearningAnalytics #edil18 #InnovateLearning

Jun 26th, 2018
by Martin.
No comments yet

At this year ED-Media conference in Amsterdam we present our publication „German Language Training App for Primary School Children“ and describe our research about an iphone application to assist the IDeRblog-project. Here you can find the slides:

[publication] Learning analytics to improve writing skills for young children – an holistic approach #LearningAnalytics #iderblog

Jun 22nd, 2018
by Martin.
No comments yet

Our publication about „Learning analytics to improve writing skills for young children – an holistic approach“ has been published in the Journal of Research in Innovative Teaching & Learning.

Abstract:

Purpose
Due to the important role of orthography in society, the project called IDeRBlog presented in this paper created a web-based tool to motivate pupils to write text as well as to read and to comment on texts written by fellow students. In addition, IDeRBlog aims to improve student’s German orthography skills and supports teachers and parents with training materials for their students. The paper aims to discuss these issues.

Design/methodology/approach
With the aid of learning analytics, the submitted text is analyzed and special feedback is given to the students so that they can try to correct the misspelled words themselves. The teachers as well as the parents are benefiting from the analysis and exercises suggested by the system.

Findings
A recent study showed the efficiency of the system in form of an improvement of the students’ orthographic skills. Over a period of four months 70 percent of the students achieved a significant reduction of their spelling mistakes.

Originality/value
IDeRBlog is an innovative approach to improving orthography skills combining blogging and new media with writing and practice.

[Article @ Journal’s Website]

[Article @ ResearchGate]

Reference: Nina Steinhauer, Michael Gros, Martin Ebner, Markus Ebner, Anneliese Huppertz, Mike Cormann, Susanne Biermeier, Lena Burk, Konstanze Edtstadler, Sonja Gabriel, Martina Wintschnig, Christian Aspalter, Susanne Martich, (2017) Learning analytics to improve writing skills for young children – an holistic approach, Journal of Research in Innovative Teaching & Learning, Vol. 10 Issue: 2, pp.143-159, https://doi.org/10.1108/JRIT-07-2017-0013

[presentation] German Language Training Apps for Primary School Children #tugraz

Jun 21st, 2018
by Martin.
No comments yet

Alexander Schwaiger defended successfully his master thesis about an innovative app for the IdERblog project. Find here his slides:

[publication] Lernen unter der Lupe – Wie „Learning Analytics“ individuelles Lernen unterstützt #LearningAnalytics

Jun 19th, 2018
by Martin.
No comments yet

Im neuen Computer + Unterricht Heft wurden wir gebeten einen kurzen Beitrag zur unseren Learning-Analytics-Aktivitäten beizusteuern. Der Beitrag ist nun erschienen und berichtet kurz über die Möglichkeiten die wir in dieser Entwicklung sehen.

Zusammenfassung:

Learning Analytics ist die Möglichkeit aus gesammelten Daten durch entsprechende Analyseverfahren neue Erkenntnisse für die pädagogische Praxis zu erhalten. In diesem Beitrag soll eine kurze Einführung gegeben werden, sowie anhand von zwei konkreten Beispielen gezeigt werden wir man es für den Schulalltag nutzen kann.

[Vorabzug @ ResearchGate]

Referenz: Ebner, M. & Ebner, M. (2018) Lernen unter der Lupe – Wie „Learning Analytics“ individuelles Lernen unterstützt. Computer + Unterricht Nr. 110/2018, S. 11-12

[publication] Transferring learning dashboards to new contexts: experiences from three case studies #LearningAnalytics #STELA

Jun 11th, 2018
by Martin.
No comments yet

Our publication about „Transferring learning dashboards to new contexts: experiences from three case studies“ at this year Open Education Global Conference in Delft got published right now.

Abstract:

This papers focuses on the use of learning dashboards in higher education to foster self-regulated learning and open education. Students in higher education have to evolve to independent and lifelong learners. Actionable feedback during learning that evokes critical self-reflection, helps to set learning goals, and strengthens self-regulation will be supportive in the process. Therefore, this paper presents three case studies of learning analytics in higher education and the experiences in transferring them from one higher education institute than the other. The learning dashboard from the three case studies is based on two common underlying principles. First, they focus on the inherent scalability and transferability of the dashboard: both considering the underlying data and the technology involved. Second, the dashboard use as underlying theoretical principles Actionable Feedback and the Social Comparison Theory. The learning dashboards from the case studies are not considered as the contribution of this paper, as they have been presented elsewhere. This paper however describes the three learning dashboards using the general framework of Greller and Drachsler (2012) to enhance understanding and comparability. For each of the case study, the actual experiences of transferability obtained within a European collaboration project (STELA, 2017) are reported. This transferability and scalability is the first-step of creating truly effective Open Educational Resources from the Learning Analtyics Feedback dashboards. The paper discusses how this collaboration impacted and transformed the institutes involved and beyond. The use of open education technology versus proprietary solutions is described, discussed, and translated in recommendations. As such the research work provides insight on how learning analytics resources could be transformed into open educational resources, freely usable in other higher education institutes.

[Link to article @ ResearchGate]

[Link to article @ Conference Proceeding Database]

Reference: De Laet, T., Broos, T., van Staalduinen, J.-P., Ebner, M., Leitner, P. (2018)Transferring learning dashboards to new contexts: experiences from three case studies. In: Conference Proceeding Open Educational Global Conference 2018. p. 14. Delft, Netherlands

[publication] Orthography Training with IDeRBlog-an Open Educational Resources Practice #iderblog #oer #learninganalytics

Jun 8th, 2018
by Martin.
No comments yet

Our publication about „Orthography Training with IDeRBlog-an Open Educational Resources Practice“ at this year Open Education Global Conference in Delft got published right now.

Abstract:

The article depicts the blogging platform IDeRBlog as an example of an Open Educational Resources Practice. The exercise databases of IDeRBlog are focussed in the context of orthography training. After briefly outlining Open Educational Resources an overview on how the exercises were researched and reviewed according to an established quality framework is given. This is followed by the Analysis of missing exercises and the creation of IDeRBlog exercises by the project team.

[Link to article @ ResearchGate]

[Link to article @ Conference Proceeding Database]

Reference: Gros, M., Aspalter, C., Ebner, M., Ebner, M., Steinhauer, N., Adolph, H., Ankner, L., Biermeier, S., Cormann, M., Edtstadler, K., Ernst, S., Gabriel, S., Goor, G., Huppertz, A., Irmag, K., Leitner, P., Martich, S., Taraghi, B., Ullmann, M. & Wintschnig, M. (2018) Orthography Training with IDeRBlog-an Open Educational Resources Practice. In: Open Education Global Conference 2018: OEGlobal2018. Van Valkenburg, W. & Schuwer, R. (Hrsg.). Delft University of Technology, 5 S.

Special Issue: Learning analytics in primary, secondary and higher education #LearningAnalytics

Jun 5th, 2018
by Martin.
No comments yet

Our special issue on „Learning analytics in primary, secondary and higher education“ got published in the Journal of Research in Innovative Teaching & Learning. And the good news are, that all chapter are available via Open Access. Therfore enjoy reading 🙂

Table of Contents:

  • Small data as a conversation starter for learning analytics: Exam results dashboard for first-year students in higher education
  • Evaluating emotion visualizations using AffectVis, an affect-aware dashboard for students
  • Entrepreneurship students distilled their learning experience through reflective learning log
  • Learning analytics to improve writing skills for young children – an holistic approach
  • On predicting academic performance with process mining in learning analytics

[Articles @ Journal’s Website]

[publication] 1×1 Trainer with Handwriting Recognition

Mai 31st, 2018
by Martin.
No comments yet

Our publication about „1×1 Trainer with Handwriting Recognition“ got published in the International Journal of Interactive Mobile Technologies (iJIM). We described our successful app, which has been firstly announced already here.

Abstract:

Nowadays, computers and mobile devices play a huge role in our daily routines; they are used at work, for private purposes and even at school. Moreover, they are used as support for different kinds of activities and task, like for example, learning applications. The interaction of these applications with a computer is based on predefined input methods, whereas a touchscreen facilitates direct input via handwriting by using a finger or a pen. This paper deals with the invention of a mobile learning application, which is supposed to facilitate children’s learning of simple multiplication. The aim of this paper is to collect the data of children’ experiences using interactive handwriting on mobile devices. In order to gain this data, a school class of the school “Graz-Hirten” was tested and afterwards for evaluational purposes interviewed. The results of these usability tests have shown that children perceived handwriting via finger on screen as quite positive.

[Full text @ ResearchGate]

[Full text @ iJIM]

Reference: Rabko, M., Ebner, M. (2018) 1×1 Trainer with Handwriting Recognition. International Journal of Mobile Technologies (iJIM). 12/2. pp. 69-79. https://doi.org/10.3991/ijim.v12i2.7714

← Earlier Posts