AI Tool AISSA Automates Feedback on Student Presentation Slides
The AISSA (AI-based Student Slides Analysis tool) is an online platform that leverages large language models (LLMs) and Learning Analytics dashboards to deliver rubric-oriented evaluations of presentation slides. Created by a team of researchers, this tool enables students to submit their slide decks prior to oral presentations, automatically generating both quantitative scores and qualitative insights aligned with instructor-defined rubrics. It assesses individual slide features and content, produces structured feedback using ChatGPT 5.2, and displays outcomes through interactive dashboards. A trial involving 46 undergraduate students in an actual academic environment was conducted to evaluate the tool. The research paper can be found on arXiv (2605.04729).
Key facts
- AISSA stands for AI-based Student Slides Analysis tool.
- The system combines large language models and Learning Analytics dashboards.
- It provides rubric-based feedback on presentation slides.
- Students upload slide decks before oral presentations.
- Feedback includes quantitative scores and qualitative comments.
- The LLM used is ChatGPT 5.2.
- A pilot test involved 46 undergraduate students.
- The paper is published on arXiv with ID 2605.04729.
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- arXiv