News

New pub: Why You Should Give Your Students Automatic Process Feedback on Their Collaboration

New pub: Why You Should Give Your Students Automatic Process Feedback on Their Collaboration

Computer-supported collaborative learning, Conference, Feedback, Higher Education, Journal, Learning Analytics
In the ever-changing landscape of education, innovation is the key to ensuring that every student has access to quality learning experiences. A transformative approach is Computer-Supported Collaborative Learning (CSCL), in which enables students to harness the power of teamwork to achieve learning outcomes that often exceed those they could reach individually. One of the strengths of CSCL is that it can give participant feedback on the quality of their collaborative work. This feedback not only aids individual growth but also enhances the group's overall dynamic. Traditionally, providing such feedback was a manual and time-intensive task, making it impractical for larger classes or scalable education programs. That's where this newly published paper comes into play. CSCL The paper “Why You Should Give Your Students Automatic Process Feedback on Their Collaboration: Evidence…
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Reflecting on the 10th German Learning Analytics Workshop at DELFI 2023: A Decade of Insights and Lessons Introduction

Reflecting on the 10th German Learning Analytics Workshop at DELFI 2023: A Decade of Insights and Lessons Introduction

Conference, Higher Education, Learning Analytics, School, Workshop
On September 11, 2023, the 10th Learning Analytics Workshop took place during the DELFI’23 and HDI’23 conferences in Aachen, Germany. This year marked a special milestone for the workshop as it celebrated "Ten years of learning analytics in German-speaking space: Success, failure and lessons learned." Co-organized by Ioana Jivet and featuring Hendrik Drachsler as a panelist, the workshop aimed to provide a comprehensive platform for sharing experiences, discussing research, and contemplating the future of learning analytics. A decade in review learning analytics has come a long way since its inception. Initially a niche area, it has now become an integral part of e-learning research, gaining prominence at international conferences like LAK and EDM. The recent pandemic-induced digitization in educational institutions has only accelerated this trend, making LA more visible and…
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Podium Royal’s’ Citizen Dialogue: AI – Fantastic Tool or Future Nightmare?

Podium Royal’s’ Citizen Dialogue: AI – Fantastic Tool or Future Nightmare?

Artificial Intelligence, Citizens science, Invited talk, Learning Analytics, Transfer Activity
A Reflective Look at 'Podium Royal's' Citizen Dialogue: AI - Fantastic Tool or Future Nightmare? On 5th September 2023, Heerlen's Royal Cinema had become more than just a movie house. It transformed into a dynamic platform for critical exchange, housing the latest 'Podium Royal.' This monthly meeting place had entertained a lively debate, scrutinizing AI's escalating prominence in our lives. The quaint interiors of the Royal Cinema echoed with the contemplations of concerned citizens. Artificial Intelligence or AI's omnipresence was the crux of the discussion. Visible in everyday activities, from supermarket self-scanners to self-driving cars, from online shopping algorithms to medical software detecting breast cancer – the omnipresence of AI was universally acknowledged. But this prevalence has also raised several unsettling thoughts - are we aligning with more totalitarian governments…
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Keynote: Teaching with AI?! School in the Era of ChatGPT and Chatbots

Keynote: Teaching with AI?! School in the Era of ChatGPT and Chatbots

Artificial Intelligence, Invited talk, Transfer Activity, Workshop
Last week, the University of Hildesheim hosted an enlightening keynote by Sebastian Wollny on the topic, "Unterricht mit KI?! Schule in Zeiten von ChatGPT und Chatbots" (Teaching with AI?! School in the Era of ChatGPT and Chatbots). This thought-provoking presentation unfolded a narrative that encompassed the history of chatbots, their profound influence on our daily lives, three pivotal areas for their application in education, and the evolving role of educators. The keynote was a pivotal event within the framework of the teacher training program, "Digitalisierung in der Unterrichtspraxis: Erprobte Konzepte und Tools für den Fachunterricht" (Digitalization in Teaching Practice: Tested Concepts and Tools for Subject Instruction). It brought together approximately 50 enthusiastic educators from across Lower Saxony, all eager to enhance their teaching through digital means. Aside from Sebastian Wollny's…
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New Publication: Contextualized Logging of On-Task and Off-Task Behaviours During Learning

New Publication: Contextualized Logging of On-Task and Off-Task Behaviours During Learning

Journal, Open access, Publication, Report, Technical paper
We are happy to announce the publication of our latest research paper that delves into the intricate relationship between digital media usage and the learning experience. The paper addresses key challenges related to monitoring on-task and off-task behavior and suggests innovative solutions for a more effective and ethical study of learners' media habits.Traditionally, researchers have faced a myriad of challenges in accurately gauging how students utilize digital media while learning. Self-reported data often suffer from issues like faulty memory, subjective perceptions, and bias. Understanding whether digital media use enhances or hinders the learning experience is an incredibly complex issue. We identified and addressed four core challenges in logging digital media use during learning: The logging system must only be active during the learning period to capture relevant data. Data collection…
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Workshop: “Anwendungsfelder von (KI-) Lerntechnologien” Klausurtagung Landesamt für Schule und Bildung Sachsen

Workshop: “Anwendungsfelder von (KI-) Lerntechnologien” Klausurtagung Landesamt für Schule und Bildung Sachsen

Transfer Activity, Workshop
Auf der 2. Klausurtagung des Landesamts für Schule und Bildung Sachsen, die am 22. und 23. August 2023 in Meißen stattfand, leitete Onur Karademir einen Workshop mit dem Titel "Anwendungsfelder von (KI-) Lerntechnologien". Der Schwerpunkt lag auf den Gelingensbedingungen für den Transfer von Bildungsinnovationen im Bereich EdTech in Schulen. Im Rahmen des Workshops wurden verschiedene Lerntechnologien im Bildungskontext vorgestellt, darunter Intelligente Tutorensysteme (ITS), Teacher-Dashboards sowie automatische Freitextauswertung und Feedback-Generierung. Besonderes Augenmerk lag auf der Diskussion des Potenzials von ITS und Adaptiven Lernsystemen. Diese Werkzeuge bieten die Möglichkeit zur skalierbaren Binnendifferenzierung, indem sie individuelles Lernen in eigenem Tempo und auf individuellem Niveau während Selbstlernphasen ermöglichen. Ein praktisches Beispiel für Teacher Dashboards wurde am Projekt AFLEK erläutert mit dem Learning Analytics Cockpit (LA Cockpit). Das LA Cockpit soll Lehrkräfte bei der Lernstandsdiagnose der…
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Common Purpose zu Gast beim DIPF (KI in der Bildung: Chancen und Risiken für die Gesellschaft)

Common Purpose zu Gast beim DIPF (KI in der Bildung: Chancen und Risiken für die Gesellschaft)

Transfer Activity
Sebastian Gombert und Onur Karademir, Forscher am DIPF im Bereich KI in der Bildung und Learning Analytics, leiteten am 18. Juli 2023 unseren Workshop "Künstliche Intelligenz in der Bildung: Chancen, Herausforderungen für die Gesellschaft". Ziel war es, Schlüsselfragen anzugehen: Wie unterstützen KI-getriebene Lerntechnologien Lehren und Lernen? Welche Forschungsbeispiele illustrieren Möglichkeiten und Grenzen? Wie können wir mit KI-Sprachmodelle wie GPT oder LLaMA automatisiert wirksames Feedback erstellen? Welche Potenziale und Risiken ergeben sich aus KI-gestützter Bildungstechnologie? Nach einem kurzen Impuls durch Forschungs- und Praxisbeispiele traten Teilnehmende in den Fokus und berichteten über Ihre Perspektiven und Herausforderungen zu dem Thema. English Version: Sebastian Gombert and Onur Karademir, researchers at DIPF in the area of AI in Education and Learning Analytics, led our workshop "Artificial Intelligence in Education: Opportunities, Challenges for Society" on July…
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New Pub: How well does teacher education prepare for teaching with technology?

New Pub: How well does teacher education prepare for teaching with technology?

Competence development, Digitalisation, Empirical Study, Higher Education, Journal, Open access, Publication
Despite large-scale investments into the technological infrastructure of K-12 education, research has repeatedly shown that many teachers lack the expertise to effectively incorporate technology into classroom teaching. To support teachers in this, there is a need to understand how and when the relevant knowledge develops during teacher training. To this end, Joshua Weidlich and Marco Kalz conducted a study at Heidelberg University of Education, sampling prospective teachers (N = 526) and analyzing their self-reported technological pedagogical content knowledge (TPACK) across the seven dimensions of the framework. Specifically, they assessed (1) the extent to which students more advanced in their studies reported higher TPACK, (2) the effect of gender on these trajectories, and (3) the potential role of curricular cornerstones of the teacher education program. Regarding (1), they found that not…
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GREAT project featured in the Global Young Academy magazine

GREAT project featured in the Global Young Academy magazine

Press
DIPF member and GREAT project manager, Dr. Jane Yau, is also a member of the Global Young Academy (2022-27), where its mission is giving a voice to young scientists around the world. In 2022-2023, she was the co-editor of the Connections Magazine, which is an annual magazine of the Global Young Academy, featuring peer-reviewed articles of its members. This year’s magazine explores the theme “Innovative Technologies for improved well-being”. The magazine is additionally circulated at working events attended by the Global Young Academy office team, for example, those organised by The World Academy of Sciences and European Young Academies etc. As co-Editor-at-Large, Jane also wrote an article about “Technological innovations for advancing quality education, gender equality and climate action”. The following excerpt has been taking from the article. Quality Education…
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MILKI-PSY Consortial Meeting in Berlin

MILKI-PSY Consortial Meeting in Berlin

Project meeting
The fourth face-to-face meeting of the MILKI-PSY research consortium took place on July 12 and 13, 2023 at the German Research Center for Artificial Intelligence in Berlin. The DIPF members: Dr Daniele Di Mitri, Dr Jan Schneider, Gianluca Romano and Fernando P. Cardenas-Hernandez shared their progress on how to address the technical and mental aspects of athletes' learning process through technologies such as Inertial-Measurement-Unit-sensors and Virtual-Reality-headsets. In the same context, they also exchanged ideas with the other project partners, led by Prof. Dr. Roland Klemke of the Cologne Game Lab of TH Cologne, on how to create, integrate and evaluate a common psychomotor training environment and plan future studies in this field.               
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