January 2022 - EduTec Science

Jan282022 by Prof. Dr. Hendrik DrachslerNo Comments

20.01.2021 – Kickoff of the IMPACT Meeting

Artificial Intelligence, Assessment, Event, Higher Education, Learning Analytics, Project

Higher Education with Artificial Intelligence Projekt IMPACT: Implementation of AI-based Feedback and Assessment with Trusted Learning Analytics in Higher Education Institutions The collaborative project "Implementation of AI-based Feedback and Assessment with Trusted Learning Analytics in Higher Education Institutions" will be carried out by the Goethe University together with the Humboldt University Berlin, the Hagen University, the Freie Universität Berlin and the University of Bremen. Prof. Hendrik Drachsler, Professor of Computer Science with a focus on Educational Technologies at the DIPF and the Goethe University, is the collaborative leader and is also responsible for the Frankfurt sub-project "AI in the study entry phase for summative assessment and feedback as well as piloting, evaluation & implementation, dissemination". Responsible management of student data In the joint project IMPACT, five universities will work together…

Jan272022 by Daniele Di MitriNo Comments

Artificial intelligence for supporting disadvantaged learners

Artificial Intelligence, Assessment, School

[caption id="attachment_3685" align="alignleft" width="300"] The Mitchell County High School[/caption] Can Artificial Intelligence support disadvantaged teenagers in improving their mathematics and reading skills? Doctoral candidate Rashmi Khazanchi is investigating this relevant research question in her PhD project conducted with the supervision of Prof Hendrik Drachsler at the Open University of The Netherlands and Dr Daniele Di Mitri at the DIPF. Mrs Khazanchi is a mathematic and science teacher at the Mitchell County High School, located in the rural area of Camilla, in the southwest of Georgia, United States. The school offers generalist education as preparation for college and vocation and professional training. The high school is a publicly funded school system, and the majority of its student population are African American people. Several of these young students live in modest socio-economic…

Jan252022 by Sebastian GombertNo Comments

Team of EduTec and TBA Members Wins Runners-Up Prize @ NAEP Reading Automated Scoring Challenge

Artificial Intelligence, Assessment, Award, Computational Psychometrics, School

The NAEP Reading Automated Scoring Challenge was a competition which was held in late 2021 by the National Center for Education (USA). The goal was to evaluate the applicability of natural language processing methodology to the task of scoring of large scale constructed response assessment data. In addition to this, participating models were also required to be interpretable and free of algorithmic bias against different student demographics. The data set which was used to evaluate the systems consisted of responses from 4th and 8th grade school student to 20 different reading comprehension tasks. More than a dozen different teams from universities and private assessment companies submitted contributions. Out of these, 12 contributions, including ours, were selected as eligible with respect to interpretability and algorithmic fairness. These contributions were then ranked…

Jan62022 by Joshua WeidlichNo Comments

New Pub: Systematic Analysis of international EduTec Masters programs

Higher Education, Journal, Publication

Scientific fields share their knowledge and recruit young researchers by offering discipline-specific study programs. Thus, study programs are a reflection of the fields they represent. As technology-enhanced learning is considered to be particularly interdisciplinary and heterogenous, it is important to better understand the landscape of study programs that represents the field. Similar to its broader and longer-established counterpart, educational technology, the research focus of TEL has led to interdisciplinary perspectives integrating theories and methods from education, psychology, and computer science. The term has not only been used to describe a research domain, it has also been the foundation for a number of higher education study programs. At the same time, there is a relative lack of research that has systematically reviewed topics, themes, and trends of curricula in study programs…