2021 - EduTec Science

Dec232021 by Heather WehnerNo Comments

The EduTec team wishes you a very merry Christmas and a happy new year!

Team

As we look back at this past year 2021, we look back on a year filled with many moments that have brought us joy, pride and contentment. Joy because of the new members that have joined our EduTec team in the past year that have enriched us not only academically but also on a personal level. Pride because of highlights such as a best paper award at the LAK21 conference, Daniele Di Mitri being elected AI Newcomer 2021 at the KI-Camp 2021 and Dana Kube being chosen as a role model from the women network “net4tec” to name a few. Contentment because despite the many restrictions the pandemic has caused in the past year, we have managed to accomplish quite a lot: over 20 publications; the organization of events such…

Dec212021 by Dana KubeNo Comments

AR4STEAM: Documentary Film Premiere of the DIPF Project

Augmented Reality, Digitalisation, Event, Press, Project, Publication, School

Today we celebrate the successful completion of our joint project work between school and research institute on augmented reality (AR) apps and STEM learning. The DIPF and the Adorno Gymnasium in Frankfurt set out to develop and learn STEM topics with AR. The result of this innovative STEM Lab is a great app developed together and a documentary film on the process and results. Here is the short film: [embed]https://www.youtube.com/watch?v=UKc150MGMfM[/embed]

Dec172021 by Prof. Dr. Hendrik DrachslerNo Comments

Special issue: Adoption of learning technologies in times of pandemic crisis

Publication, Special Issue

Despite the promises made and the many and varied national and international projects to adopt and roll out new educational technologies and interventions for elementary, secondary, and higher education, long-lasting institutional technology adoption has been hampered by a lack of continuous funding and resources to achieve the continued buy-in of stakeholders. The real impact of daily learning and teaching practices has been rather small and quickly fades out after a project has been completed. The COVID-19 crisis forced all education providers to move their complete teaching concepts online. This rapid change was also coined as Emergency Remote Teaching (ERT). In this Special Issue, we put a finger on the pulse of this rapid change from traditional to ERT and online learning. We aimed to collect empirical data about behavioural and…

Dec92021 by Prof. Dr. Hendrik DrachslerNo Comments

New project ML2MT: Artificial Intelligence across disciplines

Artificial Intelligence, Learning Analytics, Project, School

With almost 10 million euros in funding, the Volkswagen Foundation encourages research projects that explore how artificial intelligence will affect society. Goethe University Frankfurt (GU) was successful with an application that looks at developments in human-machine interaction in education. "From Machine Learning to Machine Teaching (ML2MT) - Making Machines AND Humans Smarter" - this is the title of the project that the economist Prof. Oliver Hinz applied for in an interdisciplinary project together with colleagues from various subjects. The success of learning machines, as in the prime example of the board game Go (in the computer version "AlphaGo Zero"), has inspired scientists. Their project aims at a better understanding of how humans and machines in collaborative human-AI systems can develop new knowledge in symbiotic interaction with each other. To this…

Dec82021 by Dana KubeNo Comments

AR4STEAM: Premiere of the documentary film and ceremonial conclusion of the project work

Augmented Reality, Award, Digitalisation, Learning Design, Project, School, Team, Workshop

Today we celebrated the successful completion of our joint project work between school and research institute in the innovative STE(A)M labs on an augmented reality (AR) apps and STEM learning. The DIPF and the Adorno Gymnasium in Frankfurt set out to develop and learn STEM topics with AR. The result of this innovative STEM Lab is a great app developed together and a documentary film on the process and results. We celebrate this with the presentation of AR Creator certificates for all students and teachers and 2 tablets, which the project team gives to the school as a thank you for the great cooperation and spirited joint works on the future of learning! The project was a true success. See for yourself.

Dec32021 by Dana KubeNo Comments

EduTec member Dana Kube awarded role model from the women network “net4tec”

Award

This week, Dana Kube has been chosen as a role model from the women network "net4tec". As a feminst Dana thinks, we should all know at least 5 names of great women every time we are asked to recommend someone for a position. "Let's celebrate women* and their work in our field and make digital feminism a premise for us and future generations!" Dana is an EduTec member since 2019 working with augmented reality apps for STEM education in an EU school project. She supports the EduTec group and Goethe University wiht establishing artificial intelligence in education at German HEIs.

Dec12021 by Prof. Dr. Hendrik DrachslerNo Comments

Nationale Bildung Plattform (NBP) Brainstorm Meeting

Further Education, General education, Higher Education, Lifelong Learning, Project, School, Workshop

Today, representatives from BMBF, DIPF, studiumdigitale and Open University NL discussed the potentials and challenges of the Nationale Bildung Platform (NBP) initiative by BMBF. The BMBF is following a fresh and new approach to making the NBP actually become a sustainable platform. This was great to see and is a very promising approach for digital education in Germany. We first got a presentation of the KOMZERT project that works on the use case for the NBP. KOMZERT aims to develop a virtualized training program for teachers that enables them to acquire methodological knowledge and digital skills in order to design their own teaching/learning scenarios in such a way that the potential of innovative educational technologies can be exploited. The teachers learn methods and tools that are used during the qualification…

Nov222021 by Daniele Di MitriNo Comments

Guest Lecture at Carnegie Mellon University

Invited talk

On 18th November 2021, Dr Daniele Di Mitri was invited to give a guest lecture to the Human-AI Interaction course at Carnegie Mellon University. The course is organised by Haiyi Zhu, Steven Wu and it resonates with Di Mitri's seminar Responsible AI for Human support. Abstract of the guest lecture: This guest lecture will focus on artificial intelligence in education. We start the lecture with a short history of AI systems in education; we will then introduce the concept of Intelligent Tutoring Systems (ITS), the idea of providing automatic and personalised feedback for learners and provide some examples of modern ITSs. Additionally, we look at alternative and more indirect applications of AI in education and their potential support and benefits in education. Finally, we consider how modern multimodal and multi-sensor interfaces…

Nov192021 by Daniele Di MitriNo Comments

New Pub: Keep Me in the Loop: Real-Time Feedback with Multimodal Data

Journal

Title: Keep Me in the Loop: Real-Time Feedback with Multimodal Data Authors: Daniele Di Mitri, Jan Schneider & Hendrik Drachsler Journal: International Journal of Artificial Intelligence in Education (2021) Abstract: This paper describes the CPR Tutor, a real-time multimodal feedback system for cardiopulmonary resuscitation (CPR) training. The CPR Tutor detects training mistakes using recurrent neural networks. The CPR Tutor automatically recognises and assesses the quality of the chest compressions according to five CPR performance indicators. It detects training mistakes in real-time by analysing a multimodal data stream consisting of kinematic and electromyographic data. Based on this assessment, the CPR Tutor provides audio feedback to correct the most critical mistakes and improve the CPR performance. The mistake detection models of the CPR Tutor were trained using a dataset from 10 experts.…

Nov182021 by Onur KarademirNo Comments

New Pub: Designing the Learning Analytics Cockpit – A Dashboard that Enables Interventions

Conference, Conference, Higher Education, Learning Analytics, Publication

This paper presents results from our design and evaluation studies of the Learning Analytics Cockpit (LA Cockpit) for a quiz app, which aims to provide lecturers with important information about students’ knowledge levels. We define a LA Cockpit as a tool for instructors that enables them to steer students’ learning process by providing a LA Dashboard which visualizes students’ learning indicators and an intervention feature enabling instructors to give feedback based on students’ knowledge levels. To address the needs of lecturers we applied the Double Diamond (DD) design process model which consists of four stages: discover, define, develop & refine. Following the DD process, we first conducted a qualitative study by interviewing four lecturers and student teachers to discover their needs. Results from the interviews allowed us to define requirements…