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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.
Adaptive hypermedia is used in educational hypermedia, [2] [3] [4] on-line information and help systems, as well as institutional information systems. [5] Adaptive educational hypermedia tailors what the learner sees to that learner's goals, abilities, needs, interests, and knowledge of the subject, by providing hyperlinks that are most relevant to the user in an effort to shape the user's ...
Self-assessment in education technology relies on students analyzing their strengths, weaknesses, and areas where improvement is possible to set realistic goals in learning, improve their educational performances and track their progress. [258] [259] One of the unique tools for self-assessment made possible by education technology is Analytics.
Squirrel Ai Learning is an international educational technology company that specializes in intelligent adaptive learning and was one of the first companies in the world to offer large scale AI-powered adaptive education solutions. [1]
Knewton is an adaptive learning technology provider that makes it possible for others to build adaptive learning applications. In 2016, the company also began developing courseware for higher education classes using content from educational companies and open educational resources. Knewton technology enables the company to perform ...
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.
Teach to One uses digital technology to develop individualized, daily-adjusted student curricula which the students access via an online portal. A computer-based Machine Learning algorithm collects data to generate a daily lesson plan or "playlist" for each student based on what is determined to best meet their learning needs.
An intelligent tutoring system (ITS) is a computer system that imitates human tutors and aims to provide immediate and customized instruction or feedback to learners, [1] usually without requiring intervention from a human teacher. [2]