학술논문

Project VoLL-KI: Learning from Learners
Document Type
Original Paper
Source
KI - Künstliche Intelligenz: German Journal of Artificial Intelligence. :1-11
Subject
Computer-aided education
Intelligent tutoring systems
Teaching support for artificial intelligence education
Computer-aided learning (CAL)
Data-driven learning quality management
Study course monitoring
Learning analytics
Language
English
ISSN
0933-1875
1610-1987
Abstract
“Learning from Learners” (“Von Lernenden Lernen”, “VoLL-KI ” for short) is a is collaborative research project with the goal of creating a practical toolbox of instruments at different levels of abstraction to improve the learning experience and outcomes for students of artificial intelligence. Learning and teaching at tertiary education institutions are currently IT-based but not AI-supported. The VoLL-KI project aims to go this crucial next step. Using AI approaches (e.g., ML, symbolic AI, statistical AI), several educational technologies are developed on the different granularity of the study programs (e.g., course, semester, program). So, dashboards for study planning, recommender systems improving student advisory services and learning material selection, VR-based learning experiences, educational chatbots, and adaptive learning environments are developed. The systems are mostly deployed as prototypes