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2024年3月25日发(作者：)
智能教育中的个性化技术研究
摘要：随着科技的进步，越来越多的技术应用在智能教育领域，其中
个性化技术是一种重要的技术趋势，已经发挥了重要作用。本文将从学习
者个性化教育、智能辅导系统（ITS）、动态智能自适应系统（DIAS）三
个方面探讨个性化技术在智能教育中的应用，并介绍相关的关键技术和研
究现状。本文的研究表明，个性化技术在智能教育中可以有效地提高教学
质量，提高学习者的学习效果和表现。
关键词：智能教育；个性化技术；学习者个性化；智能辅导系统；动
态智能自适应系统
Introduction
With the development of technology, more and more
technologies are being used in the field of intelligent
education. Personalization technology is an important technology
trend which has played an important role. It provides a new way
for intelligent teaching and learning. This paper will discuss
the application of personalization technology in intelligent
education from three aspects: learner personalized education,
Intelligent Tutoring System (ITS), Dynamic Intelligent Adaptive
System (DIAS). In addition, this paper will also introduce the
relevant key technologies and research status.
Learner Personalized Education
Learner personalized education is a technology that adapts
the curriculum according to the individual needs of the learner.
This technology can analyze the learner's learning habits, level
of knowledge and interest. Then, it provides personalized
guidance and curriculum design. With the help of personalized
education, intelligent instruction system can provide services
that meet the individual needs of learners and enhance their
learning efficiency.
In addition, the use of learner personalized education can
provide personalized feedback and evaluation, which helps
students understand their own learning status. The personalized
feedback also helps to improve the learning motivation and
learning performance of the students. For example, when students
make mistakes, the feedback can provide targeted advice to help
them understand the mistakes and learn more effectively.
It is worth noting that learner personalized education also
has a certain risk. The risk includes privacy leakage and
information leakage. Therefore, it is necessary to take measures
such as data encryption and access control to ensure the
security of learner personalized education.
Intelligent Tutoring System(ITS)
Dynamic Intelligent Adaptive System (DIAS)
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