Date
Publisher
arXiv
The unequal distribution of educational opportunities carries the risk of having a long-term negative impact on general social peace, a country's economy and basic democratic structures. In contrast to this observable development is the rapid technological progress in the field of artificial intelligence (AI). Progress makes it possible to solve various problems in the field of education as well. In order to effectively exploit the advantages that arise from the use of AI, prospective teacher training students need appropriate AI skills, which must already be taught during their studies. In a first step, the added value of this technology will be demonstrated using a concrete example. This article is therefore about conducting an exploratory pilot study to test the Individual Educational Chatbot (IEC-V1) prototype, in which the levels can be individually determined in order to generate appropriate answers depending on the requirements. The results show that this is an important function for prospective teachers, and that there is great interest in taking a closer look at this technology in order to be able to better support learners in the future. The data shows that experience has already been gained with chatbots, but that there is still room for improvement. It also shows that IEC-V1 is already working well. The knowledge gained will be used for the further development of the prototype to further improve the usability of the chatbot. Overall, it is shown that useful AI applications can be effectively integrated into learning situations even without proprietary systems and that important data protection requirements can be complied with.
Study at a glance
- Question: How do prospective teachers evaluate the usability and customizable proficiency levels of an open-source educational chatbot?
- Setting and data: Heidelberg University of Education, Germany; seminar on digital media in foreign language teaching; 7 prospective teachers completing an online questionnaire out of 9 present.
- Method: Exploratory pilot study and prototype usability testing using an online questionnaire.
Why it matters
Unequal educational opportunities risk harming social peace and democracy. Prospective teachers need AI skills to use non-proprietary tools locally without widening inequalities or compromising data protection.
Key findings
- Prospective teachers rated the ability to customize response proficiency levels highest, giving it a mean score of 4.14 out of 5.
- Participants evaluated ease of interaction and response speed at a mean of 3.86, while overall chatbot design averaged 3.57 out of 5.
- Response quality received a neutral to slightly positive rating of 3.29 out of 5, with students suggesting simpler vocabulary and better PDF recognition.
Summary drafted with AI from the full paper and may contain errors. See the full paper for details.
What is the application?
Who is the user?
Who age?
Why use AI?
Study design
