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Accurate control intelligent education method based on self-adaptive cognitive interaction

An adaptive and intelligent technology, applied in the field of intelligent education and intelligent teaching, can solve the problems of low control accuracy, long feedback time of control results, and difficulty in satisfying users' personalized learning service demands and teaching interaction process, and achieves a balanced layout, Well-organized effects

Active Publication Date: 2021-02-26
雷恩友力数据科技南京有限公司
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the existing interface information interaction control methods suitable for smart education have limitations, such as long feedback time of control results and low control accuracy, which make it difficult to meet users' personalized learning service demands and achieve good teaching interaction. process

Method used

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  • Accurate control intelligent education method based on self-adaptive cognitive interaction
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  • Accurate control intelligent education method based on self-adaptive cognitive interaction

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Embodiment Construction

[0079] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0080] Embodiments of the present invention provide a precise control smart education method based on adaptive cognitive interaction, such as figure 1 As shown, the method includes the following steps:

[0081] Step 101, building an ACT-R-based intelligent education platform interactive interface cognitive module;

[0082] Step 102, building a library of cognitive interaction patterns;

[0083] Step 103, building a global integration set of interactive information;

[0084] Step 104, constructing an interactive interface information control feedback process based on the fuzzy adaptive PID controller.

[0085] Specifically, in step 101, construct an ACT-R-based intelligent education platform interactive interface cognitive module, an...

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Abstract

The invention discloses a precision control intelligent education method based on self-adaptive cognitive interaction. The method comprises the steps: constructing an intelligent education platform interaction interface cognitive module based on ACTR; constructing a cognitive interaction mode library; constructing a global integration set of the interaction information; and constructing an interactive interface information control feedback process based on a fuzzy adaptive PID controller. According to the invention, a reasoning thinking self-adaptive control interaction behavior cognitive model is applied to an intelligent education platform, and an interaction mode library is constructed from the cognitive perspective of human beings; an object and an information source of interactive interface input information are described into knowledge elements, and on the basis of obtaining an interactive information fusion set, local and global fusion values of an interactive information sequence are calculated through entropy weight method weighting and linear weighting. And finally, the global fusion value of the interaction information is used as the input of the PID controller, the human-computer interface information interaction control process is completed through a fuzzy adaptive PID control algorithm, a result is fed back, and the control precision and the response rate are optimized.

Description

technical field [0001] The invention relates to the technical fields of smart education and smart teaching, in particular to a method for precisely controlling smart education based on self-adaptive cognitive interaction. Background technique [0002] With the increasing development of the industrial Internet, new-generation information technologies such as cloud computing, big data, Internet of Things, and mobile Internet have promoted the transformation of the education model, and education has begun to become more intelligent and networked. The focus and key of comprehensive applied wisdom education lies in the effective intelligent interaction between people and things, and between things and things. The quality of intelligent teaching interaction directly affects the effect of course learning. Therefore, in the context of smart education, the research on interactive control methods has become an important direction to improve the interactive experience of human-compute...

Claims

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Application Information

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IPC IPC(8): G09B5/14G05B11/42
CPCG09B5/14G05B11/42
Inventor 石碰周成成程彦彦林福宏
Owner 雷恩友力数据科技南京有限公司
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