AI-driven diagrammatic representation parsing and automated evaluation system
Abstract
Diagrams are crucial for visualizing, specifying, constructing, and documenting the components and structure of various process. Different versions of such diagrams produced by the students for a given question must be assessed by the course tutor, which is a challenging and time-consuming task. This evaluation examines answer sheets containing various diagrams, such as class, sequence, activity diagrams, flowcharts, etc. The project involves analyzing the diagrams clarity, completeness, and adherence to standard notations. The output is the score of the student diagram.
Fields of Study & Subjects
Educational Technology and Assessment
Teaching and Learning Programming
Artificial Intelligence in Education
Publication details
- Journal / source
- CRC Press eBooks
- Pages
- 376–380
- Publication date
- 10 March 2026
- Language
- EN
- Document type
- Book chapter