TY  - RPRT
U1  - Forschungsbericht
A1  - Müller, Wolfgang
A1  - Rebholz, Sandra
A1  - Libbrecht, Paul
A1  - Gantikow, Alexander
A1  - Isking, Andreas
A1  - Declerck, Thierry
T1  - Conception of a System Architecture for the AI-Supported Observation of e-Portfolios
N2  - In this report, we present a system architecture and technical infrastructure that allows for a seamless integration of a standard e-portfolio platform, suitable AI-based tool chains, and interactive dashboard applications for students and teachers. This is followed by a description of how the architecture's components interact in a typical analysis workflow. Furthermore, we examine the development of an integrated knowledge architecture for guiding the semantic analysis of e-portfolios considering two different knowledge resources. The proposed architecture is the first draft of an AI-supported e-portfolio analysis system to be used in real-life scenarios at the University of Education in Weingarten.
KW  - Artificial Intelligence in Education
KW  - Learning Analytics Dashboard
KW  - Natural Language Processing
KW  - e-Portfolios
KW  - Ontologies
Y2  - 2023
U6  - https://nbn-resolving.org/urn:nbn:de:bsz:747-opus4-4717
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:747-opus4-4717
SP  - 7
S1  - 7
ER  -