Investigating the Usability of an Educational AI Chatbot by Middle School Teachers and Students for Enhanced Learning

Kholoud Khalil Aldous, Joni Salminen, Soon-gyo Jung, Jinan Y. Azem, Johanne Medina, Salar M. Khan, Amani Alabed, Bernard J. JansenInternational Conference on Foundation and Large Language Models (FLLM) (2025)

Abstract

Kholoud Khalil Aldous , Joni Salminen , Soon-gyo Jung , Jinan Y. Azem , Johanne Medina , Salar M. Khan , Amani Alabed , Bernard J. Jansen The evaluation of AI educational dialogue systems for middle-school students has been limited. This study employs a state-of-the-art AI chatbot that answers students’ questions exclusively based on educator-provided learning materials. Following an initial assessment by 10 middle-school teachers using the Chatbot Suitability Questionnaire, we conducted a mixed-method intervention user study involving 18 middle-school students to explore usability expectations, knowledge acquisition, and learning experience. Findings reveal that interacting with the AI chatbot enhanced self-reported knowledge acquisition, improved learning outcomes measured by test scores, and maintained student interest for future use. The chatbot achieved a usability score of 71.44% (± 16.28), attributed mainly to its high answer accuracy and effective interpretation of student input. Error management emerged as the most critical usability factor.

Team

Dr. Bernard Jansen

Dr. Bernard Jansen

Visiting Professor, Peking University, China
Dr. Joni Salminen

Dr. Joni Salminen

Associate Professor, University of Vaasa, Finland

Alumni

Kholoud Aldous

Post-doc
Jinan Yousef Azem

Jinan Yousef Azem

Research assistant

Tools

Cipherbot: AI-Powered Transformation of Learning

Cipherbot: AI-Powered Transformation of Learning

Cipherbot is an AI teaching and learning platform that turns existing course and curriculum materials into AI-generated lesson plans, slides, narrated videos, study guides, and assessments, while giving learners a 24/7 multilingual tutor that answers only from the instructor’s content, with citations back to the source. Built for the full education spectrum—from national ministry deployments to K-12 schools, universities, and corporate training partners—it combines configurable AI pedagogy, early at-risk-student analytics, automated grading, and full LMS integration. Pilot-tested and adopted by institutions across multiple countries—including Qatar, Korea, Australia, Finland, China, Vietnam, and Indonesia—Cipherbot has served over 4,200 active users, including 400+ teachers and 3,000+ students across 800+ classes, all as part of a social-impact initiative bringing safe, citation-backed AI into everyday teaching and learning.

AI-Human Interaction

Connections

ResearchPeopleTools
Investigating the Usability…AI-Human InteractionSoon-gyo JungJohanne G. MedinaKholoud AldousJinan Yousef AzemDr. Bernard JansenDr. Joni SalminenCipherbot: AI-Powered…