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Learning path planning method based on targeted knowledge-point set

A learning path and knowledge point technology, which is applied in the field of learning path planning based on the knowledge point target set, can solve problems such as inability to judge and formulate on this basis, and achieve the effect of rapid mastery and improvement of learning efficiency

Inactive Publication Date: 2017-09-26
SYSU CMU SHUNDE INT JOINT RES INST +1
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AI Technical Summary

Problems solved by technology

These relevant studies on the formulation of learning paths under the knowledge network cannot make judgments based on the actual mastery of specific learners and formulate effective and most suitable learning trajectories on this basis.

Method used

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  • Learning path planning method based on targeted knowledge-point set
  • Learning path planning method based on targeted knowledge-point set
  • Learning path planning method based on targeted knowledge-point set

Examples

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Embodiment 1

[0032] Such as figure 1 As shown, a learning path planning method based on knowledge point target set may include the following steps:

[0033] S1: Use knowledge points to build a three-dimensional knowledge network, whose structure can be referred to figure 2 . The knowledge network is set as a directed and unweighted graph G={V,E}, where V corresponds to the set of knowledge points, and E corresponds to the set of parent-child relationships between knowledge points.

[0034] S2: Formulate the target knowledge point set TA.

[0035] The target knowledge point set consists of a series of related knowledge points, which are planned by subject experts for a certain talent training or learning goal.

[0036] For example, a cloud computing engineer is a talent training direction. If you want to become a cloud computing engineer, you must master relevant knowledge points related to the direction of cloud computing. All these knowledge points constitute a target knowledge point ...

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Abstract

The invention provides a learning path planning method based on a targeted knowledge-point set. The learning path planning method based on the targeted knowledge-point target set includes the steps that under a complicated knowledge network, the targeted knowledge-point set for learning is planned, then according to the current learning state of a learner, a search algorithm is used for finding the knowledge network covering the whole targeted knowledge-point set, and then the best learning path is worked out. In the process of learning, the learning state of the learner is analyzed, learning path is dynamically changed, and the learning and guidance effects are reached. By the adoption of the learning path planning method based on the targeted knowledge-point set, rapid grasping of the targeted knowledge-point set is achieved, and the learning efficiency of the learner is improved.

Description

technical field [0001] The present invention relates to the field of online education and knowledge network, and more specifically, relates to a learning path planning method based on a knowledge point target set. Background technique [0002] With the continuous emergence of human research results and the advent of the Internet era, human society has entered the era of "knowledge explosion". According to the statistics of relevant departments, the scientific knowledge accumulated by human beings in the past 30 years accounts for almost 90% of the total knowledge accumulated in history. The human knowledge network is becoming more and more complex. In the process of cognition, students are prone to get lost when faced with a large number of knowledge points and the relationship between them. Learners' learning basically takes courses and stages as a large unit. In the knowledge network, learning objectives such as courses or stages are often a set of knowledge points compos...

Claims

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Application Information

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IPC IPC(8): G06F17/30G06N5/02
CPCG06F16/367G06N5/025
Inventor 温武少陈军祥高凯诗刘勤意秦景辉
Owner SYSU CMU SHUNDE INT JOINT RES INST
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