Workshop @ JTELSS – Visualizing Real-World Learning Analytics

Workshop @ JTELSS – Visualizing Real-World Learning Analytics

Learning Analytics, Self-Regulation, Workshop
In this workshop, Atezaz Ahmad, Kamran Mir, Jan Schneider and Daniele Di Mitri presented two datasets (IWWB and Presentation Trainer) to the participants. There were three main tasks: Investigate the datasets and how it could be used to design analytics dashboards. - Participants were asked to use HyperChalk and OpenLAIR to design their solutions. What are some limitations of the current datasets. - List the problems/issues with the datasets and how to improve them. What indicators will we get from this datasets. - List/Name the indicators. At the end of the workshop, we asked the participants to fill out a survey. The survey was about evaluating the IWWB+ analytics dashboard. Here are some pictures of the results:
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Keynote @ #JTELSS23 – Towards Highly Informative Learning Analytics

Keynote @ #JTELSS23 – Towards Highly Informative Learning Analytics

Conference, Feedback, Higher Education, Keynote, Learning Analytics, Learning Design, Summer School
Hendrik Drachsler delivered a keynote presentation at the 17th EATEL Summer School on Technology-Enhanced Learning (JTELSS 2023) in La Manga, Spain that unveiled groundbreaking insights from the Highly Informative and Learning Analytics (HILA) research program. This exciting initiative explores the effectiveness of HILA and the transformative power of data-enriched learning activities in providing highly informative feedback to students. Here a few highlights from Hendrik's keynote, showcasing the potential of HILA to revolutionize learning outcomes. The Power of Feedback Extensive research has long recognized the profound impact of feedback on learning success. Hendrik's presentation revealed that HILA surpasses traditional feedback methods by offering even higher efficacy. By going beyond simple right or wrong responses, HILA provides actionable feedback that enables students to exercise effective metacognitive control over their learning process. This…
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Building an Application to Track Psychomotor Skills with Wearable Sensors @ #JTELSS23

Building an Application to Track Psychomotor Skills with Wearable Sensors @ #JTELSS23

Summer School, Workshop
At the 17th EATEL Summer School on Technology-Enhanced Learning (JTELSS 2023) in La Manga, Spain, Gianluca Romano, Jan Schneider, and Daniele Di Mitri conducted the workshop "Building an Application to Track Psychomotor Skills with Wearable Sensors”. The workshop delved into the world of scalable mobile applications and wearable sensors, providing insights into psychomotor skill development. Let's take a moment to reflect on the key highlights from this enriching session. Participants embarked on an exploration of mobile application architecture, gaining a comprehensive understanding of how tasks are effectively distributed between the frontend and backend. Further, participants learned about software building principles to build more reliable and maintainable software such as Separation of Concerns, Single Source of Truth, and Dependency Injection. Through interactive exercises and insightful group work, attendees discovered what it…
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Advancing Education with “AI in the Loop” Interfaces @ #JTELSS23

Advancing Education with “AI in the Loop” Interfaces @ #JTELSS23

Artificial Intelligence, Summer School, Workshop
From June 3rd to 10th, the city of La Manga in Spain hosted an exciting event, the Seventeenth EATEL Summer School on Technology Enhanced Learning (JTELSS 2023). Among the talented researchers organizing this renowned summer school for young TEL researchers in Europe, Sebastian Wollny contributed with a workshop focused on the speed design challenge. The challenge this year was to design an "AI in the Loop" interface specifically aimed at helping teachers analyze Exit Slips. These short reflection tasks, given at the end of a lesson, offer valuable insights into student comprehension and learning. However, teachers often struggle with limited time to thoroughly analyze these Exit Slips. Sebastian encouraged participants to place the human at the center of their design while incorporating artificial intelligence, embracing the concept of "AI in…
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Workshop @ JTELSS – “We can’t stop communicating – AI can help us to use this data for education”

Workshop @ JTELSS – “We can’t stop communicating – AI can help us to use this data for education”

Summer School, Workshop
At the 17th EATEL Summer School on Technology-Enhanced Learning (JTELSS 2023) in La Manga, Spain, Nina Mouhammad and Stefan Hummel conducted the workshop "We can't stop communicating - AI can help us to use this data for education." The workshop emphasized the importance of incorporating both verbal and nonverbal communication signals in technology-enhanced learning applications. Various examples highlighting successful implementations were discussed. The participants were divided into two groups to explore nonverbal and verbal communication, respectively. After engaging discussions, interactions and also prototype testing, the groups swapped to gain insights from both perspectives. To conclude the workshop on a creative note, participants formed small groups and designed either the worst presentation skills training app imaginable or a product box for a presentation skills training robot. This exercise sparked laughter while…
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GREAT Project Presentations at Int. Conf. of Young Scientists, 2023

GREAT Project Presentations at Int. Conf. of Young Scientists, 2023

Conference, Project
Horizon Europe & UKRI #GREATProjectGG  "Games Realising Effective and Affective Transformation"  dissemination activities were underway at the International Conference of Young Scientists, held in conjunction with the Global Young Academy Annual General Meeting, Kigali, Rwanda, 5-9 June, 2023. As part of the Science Education for Youth workshop, Jane shared the project with Global Young Academy members and also external guests. Jane also gave a lightning talk to a larger audience in the main session of the conference. Follow on Twitter for more updates: @GREATProjectGG
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A Vibrant Week of Exchange Between Brazilian and German LA Researchers

A Vibrant Week of Exchange Between Brazilian and German LA Researchers

Higher Education, Learning Analytics, Multimodal Learning Analytics, Research Methods, Research topic, Workshop
From May 22 to 25, 2023 five esteemed guest researchers from Brazil visited the EduTec team in Frankfurt in the context of the Humboldt Foundation's Connect Program. This productive exchange not only shed light on the current state of Learning Analytics (LA) research in Brazil and Germany but also paved the way for potential collaborative research activities. Status of LA research in Brazil The week began with a discussion of the role of LA in the global South. Rafael Ferreira Mello from the Federal Rural University of Pernambuco (UFRPE) emphasized the importance of adapting LA methodologies to the specific context and needs of Brazil, ensuring inclusivity and accessibility in educational initiatives. Diego Dermeval from the Universidade Federal de Alagoas (UFAL) highlighted the potential of AI and LA in supporting teachers…
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HIKOF-DL Presentation at the University Future Festival

HIKOF-DL Presentation at the University Future Festival

Conference, Event
  Jane, as the project-coordinator, presented HIKOF-DL in the Track - AI & Technology, at the University Future Festival on 27.4.2023. Abstract: During the COVID-19 pandemic, we made use of artificial intelligence and learning analytics technologies for both lecturers’ and students’ online teaching and learning gains. Using these technologies, the team designed and implemented novel ways of providing highly-informative competence driven feedback (hicof) to large classes of university students (≈1000) for three innovative online assignments. We built machine learning models to automatically assess the assignments and reduced the time required for staff to manually grade them. High-informative feedback provides correct solutions, possibilities for improvement, hints on self-regulation and effective learning strategies (Wisniewski, Zierer and Hattie, 2020; Winne & Hadwin, 2008), and on two different levels - Feed Up (concerning their understanding of the learning goal) and Feed Forward (concerning their next steps in their learning process) (Hattie & Timberley, 2007). Competence driven feedback is feedback that is given to students based on…
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HIKOF-DL – 4th Committee Meeting with Industry Members

HIKOF-DL – 4th Committee Meeting with Industry Members

Event, Transfer Activity
The fourth Committee meeting with industry members of the research project "HIKOF-DL" took place on March 31, 2023. HIKOF-DL is a project funded by the Hessen Ministerium für Digital Strategie und Entwicklung, which aims to provide high-informative feedback for a large number of university students, and automatic assessment, in order to reduce the lecturers' workload. The meeting yielded exciting results and discussions, showcasing the progress and potential of this innovative study. The meeting kicked off with an introduction by Prof. Dr. Hendrik Drachsler, who emphasized the significance of artificial intelligence (AI) in education. Dr. Joshua Weidlich, a key researcher in the project, then presented the research design of the study. The study population was divided into an experimental group and a control group to investigate two aspects: how students respond…
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Visit from Sasha Poquet

Visit from Sasha Poquet

Digitalisation, Higher Education, Invited talk, Learning Analytics, Research topic
On April 13th, we had the pleasure of welcoming Prof. Dr. Oleksandra (Sasha) Poquet, professor in learning analytics at the TUM School of Social Sciences and Technology at the Technical University of Munich, to our EduTec group in Frankfurt. The visit provided a valuable opportunity for the EduTec group to learn from Sasha's research experience and explore the future of educational technology. The visit began with an introduction by Hendrik Drachsler, who provided an overview of our current research and ongoing projects. This was followed by a presentation by Oleksandra Poquet, who discussed her current, present and future research. In the past, Sasha's research focused on Massive Open Online Courses (MOOCs) and the impact of homophily on university course enrollment. She also discussed her work on Modelling Digital Networks with…
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