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Prior work suggests that the vast majority of students' help-seeking behavior in classrooms using ITSs may occur entirely outside of the software - meaning that the nature and quality of peer and teacher feedback in a given class may be an important mediator of student learning in these contexts. [18]
The technology encompasses aspects derived from various fields of study including computer science, AI, psychometrics, education, psychology, and brain science. Research conducted, particularly in educational settings within the United States, has demonstrated the efficacy of adaptive learning systems in promoting student learning.
Effective technology integration is achieved when students can select technology tools to help them obtain information on time, analyze and synthesize it, and present it professionally to an authentic audience. Technology should become an integral part of how the classroom functions—as accessible as all other classroom tools.
Efforts to ban chatbots like ChatGPT in schools focus on preventing cheating, but enforcement faces challenges due to AI detection inaccuracies and widespread accessibility of chatbot technology. Banning could also hinder students' opportunities to learn effective technology usage, while straining teacher-student relationships.
An example of the application of innovative technology in education is the implementation of an AI-based tutoring system at an entry-level IT school in Pensacola by the U.S. Navy. This system incorporates a human tutor who closely monitors the progress of the students and provides individual assessments.
[218] When technology is brought into an educational setting, the pedagogical setting changes in that technology-driven teaching can change the entire meaning of an activity without adequate research validation. If technology monopolizes an activity, students can begin to develop the sense that "life would scarcely be thinkable without technology."
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