New Pub: LAxplore: An NLP-Based Tool for Distilling Learning Analytics and Learning Design Instruments out of Scientific Publications

New Pub: LAxplore: An NLP-Based Tool for Distilling Learning Analytics and Learning Design Instruments out of Scientific Publications

Artificial Intelligence, Conference, Conference, Learning Analytics, Learning Design, New Pub, Open access, Publication, Technical paper
Abstract: Each year, the amount of research publications is increasing. Staying on top of the state of the art is a pressing issue. The field of Learning Analytics (LA) is no exception, with the rise of digital education systems that are used broadly these days from K12 up to Higher Education. Keeping track of the advances in LA is challenging. This is especially the case for newcomers to the field, as well as for the increasing number of LA units that consult their teachers and scholars on applying evidence-based research outcomes in their lectures. To keep an overview of the rapidly growing research findings on LA, we developed LAxplore, a tool that uses NLP to extract relevant information from the LA literature. In this article, we present the evaluation of…
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GREAT Project Presentation at a brainstorming event on diversity and research data

GREAT Project Presentation at a brainstorming event on diversity and research data

Invited talk
A virtual brainstorming event named “The Impact of Diversity on Research Quality: Exploring the Knowledge Gap” was organized by the Berlin Institute of Health, Einstein Foundation and Alexander von Humboldt Foundation from 30 October - 1 November 2023. In addition to project dissemination and sharing with researchers our project aims, objectives and progress, Jane Yau discussed and presented how the use of games can be used to increase the reach of diverse citizens to improve research quality, in a short presentation.  Two types of games will be deployed in the project - short quiz ones and long collaborative ones. The games will be co-designed with participants and different stakeholders concerned with the climate emergency from various perspectives. Once the games have been co-designed, they will be ready and the short…
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Conference: Paper presentation at IC3K 2023

Conference: Paper presentation at IC3K 2023

Artificial Intelligence, Conference, Conference, General education, Higher Education, Learning Analytics, Learning Design, New Pub, Publication, Technical paper
The purpose of the IC3K is to bring together researchers, engineers and practitioners on the areas of Knowledge Discovery, Knowledge Engineering and Knowledge Management. IC3K is composed of three co-located conferences (KDIR, KEOD and KMIS), each specialized in at least one of the aforementioned main knowledge areas. Our paper titled "LAxplore: An NLP-Based Tool for Distilling Learning Analytics and Learning Design Instruments out of Scientific Publications" was accepted at the 15th International Conference on Knowledge Discovery and Information Retrieval (KDIR). Atezaz Ahmad presented the paper at the conference online. ABSTRACT: Each year, the amount of research publications is increasing. Staying on top of the state of the art is a pressing issue. The field of Learning Analytics (LA) is no exception, with the rise of digital education systems that are…
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Unveiling Gender Bias in Computer-Supported Collaborative Learning: Insights from a CS Hackathon Study

Unveiling Gender Bias in Computer-Supported Collaborative Learning: Insights from a CS Hackathon Study

Computer-supported collaborative learning, Digitalisation, Event, Gender, Higher Education, Journal, Learning Design, New Pub, Open access, Publication, Research topic
Gender stereotypes about women and men are prevalent in computer science (CS). The study's goal was to investigate the role of gender bias in computer-supported collaborative learning (CSCL), group work in a CS context, by elaborating on gendered experiences in the perception of individual and team performance in mixed-gender teams in a hackathon. We applied an exploratory mixed-method approach using quantitative survey data, including collective self-esteem scales, at several time points during the hackathon, which was analysed with clustering and descriptive statistics and complemented with qualitative coding of interviews with participants. The Figure shows that, for both clusters, the self-esteem scores are predominantly located in the upper half of the scale, indicating a generally high (collective) self-esteem among all our participants. Nonetheless, all respective scores were lower for the women-dominated…
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Empowering TEDx Event in Frankfurt Explores the Role of Feminist AI in Driving Gender Equality and Inclusivity

Empowering TEDx Event in Frankfurt Explores the Role of Feminist AI in Driving Gender Equality and Inclusivity

Artificial Intelligence, Digitalisation, Event, Gender, Invited talk, Keynote, Lifelong Learning, Team, Transfer Activity
Frankfurt, Germany - Last Thursday, TEDx Women Gallus hosted a captivating event with a focus on diversity, equity, and inclusion. Over 200 participants, including experts and international attendees, gathered to gain insights from female speakers on gender equality and inclusivity. Our researcher, Dana Kube, was among the speakers who delivered a TED talk. Dana Kube, a dedicated researcher at DIPF and Goethe University Frankfurt, specializes in dismantling gender bias in social learning (CSCL) and AI. Her commitment to empowering women, nurturing non-binary individuals in education, and advocating for social justice and environmental protection shone through her presentation. Her TED talk, titled "Can feminist AI drive gender equality and inclusivity? Envisioning a collaborative future," provided profound insights into the intersection of AI and gender dynamics. She dismantled gender bias in AI,…
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Reflecting on the 8th National AI in Schools Conference: Transforming Teaching and Learning

Reflecting on the 8th National AI in Schools Conference: Transforming Teaching and Learning

Artificial Intelligence, Conference, Event, Feedback, Invited talk, Keynote, Learning Analytics, Learning Design, Project, School, Transfer Activity
The 8th National Conference on AI in Schools, held in Berlin, was a momentous event that gathered experts, policy-makers, and educators to discuss the current landscape and future prospects of AI in education. If there’s one word to describe the atmosphere at the 8th National Conference on AI in Schools, it would be “transformative“. The conference was not only setting high standards on political representatives, researchers in the field of educational & computer science, but also charged with representatives school supervisory boards, state institutes, and offices for teacher education in all 16 federal states. Overall, there was a palpable spirit of collaboration, optimism, and let”s get things done. Politicians, researchers, and practitioners were engaged and committed, staying until the very end of the event, signalling an overwhelming willingness to bring…
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Conference: Demo and paper presentations at EARLI 2023

Conference: Demo and paper presentations at EARLI 2023

Artificial Intelligence, Conference, Feedback, Higher Education, Learning Analytics, Self-Regulation, Workshop
This year, the biannual EARLI conference took place between 21-26 August 2023 in Thessaloniki, Greece and EduTec member Ioana Jivet represented DIPF with two contributions. The 1.5-hour ICT demo Closing the Feedback Loop - A Moodle Plugin for (Semi-)automated Feedback introduced participants to the work of PhD student Tornike Giorgashvili, supervised by Hendrik Drachsler and Ioana Jivet, and the outcomes of the HIKOF project: LearnDashPlus, a Moodle plugin which helps teachers provide written feedback in large courses. This tool also prompts students to reflect on the feedback they received and allows teachers to explore if such feedback helps students to understand their learning behavior and improve their learning performance. Our tool is intended to work as an educational intervention and an instrument of dialogue between teachers and students and thus closing…
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Workshop: 5th CARLA Workshop at ECTEL 2023

Workshop: 5th CARLA Workshop at ECTEL 2023

Conference, Learning Analytics, Workshop
The fifth edition of Workshop on Culturally Aware Learning Analytics (CARLA) was organised by Ioana Jivet from Goethe University and DIPF together with Maren Scheffel from Ruhr University Bochum and Olga Viberg from KTH Stockholm. During the workshop, the participants were engaged in discussions around the design of educational technologies and rated the workshop positively. The rationale behind the workshop is that learning analytics (LA) have been implemented in various countries, often at a limited scale. We have also seen that LA have been used in different ways in different countries. This makes the transfer of LA solutions from one country to another challenging, due to varying contextual, technical, and cultural factors. In this workshop, we aim to identify and discuss possible cultural differences and also similarities–the factors that have…
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HyTea Consortium Meeting in Cologne

HyTea Consortium Meeting in Cologne

Artificial Intelligence, Competence development, Higher Education, Learning Analytics, Multimodal Learning Analytics, Project, Project meeting
How can software support presentation skills training? How can AI be used responsibly in this context? What to take from traditional presentation skills training and what to do completely different? In the HyTea consortium meeting, we discussed these questions but also many others and took important decisions on what to focus on in the HyTea project. We started preparing the needed knowledge needed for these critical decisions a few months ago when conducting interviews with presentation training experts. We asked them how they train presentation skills, how students should prepare a presentation and how they think AI or technology in general could support in presentation skills training. Furthermore, we also discussed concerns the experts had regarding AI usage in this context. In preparation of the consortium meeting, we synthesized all…
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Nina Mouhammad @ ECTEL 2023 Doctoral Consortium

Nina Mouhammad @ ECTEL 2023 Doctoral Consortium

Competence development, Conference, Higher Education
How often in the last few months did you listen to amazing presentations? And how often did you sit through rather boring ones? We have all been there, and it is probably safe to say that we would prefer more of the former and fewer of the latter. The good news is, presentation skills are not traits but skills and can therefore be trained. The challenge, however, is that training these skills requires quite some time and resources, which are often scarce in traditional educational settings. Technology-enhanced learning could fill this gap. And that is where Nina Mouhammad's PhD research, as part of the HyTea-project, is planned to contribute to. In her PhD, she will explore how technology can teach students to create presentation content that makes their presentations truly…
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