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Course strategy adjustment method and device based on training data, equipment and medium

An adjustment method and data technology, applied in data processing applications, instruments, calculations, etc., can solve the problems of not considering training data adjustment, curriculum strategy adjustment accuracy is not high enough, and achieve the effect of low accuracy

Pending Publication Date: 2022-07-19
PING AN TECH (SHENZHEN) CO LTD
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  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The existing course policy adjustment methods are usually directly adjusted according to the training results, without considering the relevant training data and user information for analysis and adjustment, so the accuracy of course policy adjustment is not high enough

Method used

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  • Course strategy adjustment method and device based on training data, equipment and medium
  • Course strategy adjustment method and device based on training data, equipment and medium
  • Course strategy adjustment method and device based on training data, equipment and medium

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specific Embodiment approach

[0132] In detail, the specific implementation of each module of the training data-based curriculum policy adjustment apparatus 100 is as follows:

[0133] Step 1: Obtain a training-related data set, where the training-related data set includes training course data, user behavior data, and user behavior results.

[0134] In the embodiment of the present invention, training-related data refers to related data generated by offline training in the field of education and training, wherein the training-related data set includes training course data, user behavior data, and user behavior results. The training course data includes the teaching content of the offline training course, the teaching schedule of the offline training course, the teaching materials of the offline training course and other data. The user behavior data refers to the relevant indicator data of the users participating in the offline training during class, including but not limited to the attendance and check-in ...

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Abstract

The invention relates to an artificial intelligence technology, and discloses a course strategy adjustment method based on training data, which comprises the following steps: carrying out dimension reduction processing on user behavior data to obtain dimension-reduced behavior data; splitting the training course data into first course data, second course data and third course data, and calculating a correlation coefficient between the course data and the user behavior result to obtain a correlation coefficient set; the correlation coefficient set and the dimension reduction behavior data are summarized to train a course effect prediction model, and a trained standard effect prediction model is obtained; and performing strategy adjustment on the to-be-identified course data by using a course effect prediction result obtained by the standard effect prediction model to obtain an adjusted course strategy. In addition, the invention also relates to a block chain technology, and the dimension reduction behavior data can be stored in nodes of a block chain. The invention further provides a course strategy adjusting device based on the training data, electronic equipment and a storage medium. The accuracy of course strategy adjustment can be improved.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, and in particular, to a method, device, electronic device and storage medium for adjusting a course strategy based on training data. Background technique [0002] In traditional education and training, the number of training courses is generally divided according to the number of knowledge point professors and the length of class time. In the case of more knowledge points, the number of courses will be set more, and the duration of the training course will be longer. In the case of different durations of the training courses, the students' investment in the training courses will also have different performances. The evaluation of trainees' input performance in the training course is a more important factor in the training course setting strategy. Therefore, a course strategy adjustment is required. [0003] The existing course strategy adjustment methods usually directly...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q10/10G06Q50/20G06K9/62
CPCG06Q10/0639G06Q10/1093G06Q50/205G06F18/214G06F18/24323
Inventor 杨萌
Owner PING AN TECH (SHENZHEN) CO LTD
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