ID: 133
/ LEARNINGA 01: 1
Learning Analytics in Higher Education (Full Paper)
Topics: AI: Artificial Intelligence (DL, DS, ML and RL) in educationKeywords: LLMs, Automated Grading, Short Answer Grading
Enhancing Short Answer Grading With OpenAI APIs
Sebastian Speiser, Annegret Weng
Hochschule für Technik Stuttgart, Germany
ID: 131
/ LEARNINGA 01: 2
Learning Analytics in Higher Education (Full Paper)
Topics: AI: Artificial Intelligence (DL, DS, ML and RL) in educationKeywords: large language models, artificial intelligence, open-source
Flexible LLM Experimental Infrastructure (FLEXI) – Enabling Experimentation and Innovation in Higher Education Through Access to Open LLMs
Torsten Zesch, Michael Hanses, Niels Seidel, Piush Aggarwal, Dirk Veiel, Claudia de Witt
FernUniversität in Hagen, Germany
ID: 119
/ LEARNINGA 01: 3
Learning Analytics in Higher Education (Full Paper)
Topics: Curricula for key global technical challenges, Higher education as it is changing with the advent of pervasive information technology, Changes in the roles and relationships of learners and teachers in technology-mediated environments., The impact of technology on assessment practices in higher education, with particular interest in support for selfand peer-learning and evaluation, and the challenge of plagiarism and cheating., AI: Artificial Intelligence (DL, DS, ML and RL) in educationKeywords: Learning Analytics Metrics, Model-Based System Engineering, Large Language Model, AI-Code Generator
Challenges With Regard To Learning Analytics Metrics In Complex, Multidimensional Courses With Use Of Artificial Intelligence Tools
Peter Treffinger
University of Applied Sciences Offenburg, Germany
Bibliography
Treffinger, Peter; Canz, Michael; Glembin, Jens: Investigations on the Students' Perception of an Online-Based Laboratory with a Digital Twin in the Main Course of Studies in Mechanical Engineering. International Journal of Online and Biomedical Engineering (iJOE) , 2022 Vol. 18, No. 14, p. 28-41
Rösch, Tobias; Treffinger, Peter; Koch, Barbara:
Regional Flexibility Markets—Solutions to the European Energy Distribution Grid—A Systematic Review and Research Agenda. Energies, 2021 Vol. 14, No. 9.
Rösch, Tobias; Treffinger, Peter: Cluster Analysis of Distribution Grids in Baden-Württemberg.
Energies, 2019 Vol. 12, No. 20
Opitz, Florian; Treffinger, Peter; Wöllenstein, Jürgen: Modeling of Radiative Heat Transfer in an Electric Arc Furnace. Metallurgical and Materials Transactions B 2017, Vol. 48, No. 6
p. 3301-3315
Gopisetty, Satya; Treffinger, Peter; Reindl, Leonhard Michael: Open-source energy planning tool with easy-to-parameterize components for the conception of polygeneration systems. Energy 2017, Vol. 126, No. Supplement C p. 756 - 765
ID: 192
/ LEARNINGA 01: 4
Learning Analytics in Higher Education (Full Paper)
Topics: BD: Big Data and Data Analytics in educationKeywords: Learning Analytics, Feedback Systems, Learning Analytics Dashboards
Effective Feedback Systems in Learning Analytics: Didactic and Psychological Foundations, Implementations, and Perspectives
Sunita Hirsch, Dieter Uckelmann
Stuttgart University of Applied Sciences, Germany
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