Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

A learning content recommendation method and tutoring equipment

A technology for learning content and tutoring, applied in speech analysis, speech recognition, instruments, etc., can solve problems such as lack of intelligence and trouble, and achieve the effect of simple recommendation

Active Publication Date: 2021-03-12
GUANGDONG XIAOTIANCAI TECH CO LTD
View PDF9 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, when users want to obtain learning content in their region, they need to manually set information such as their region, grade, and textbook version through the tutoring device, which is cumbersome and not smart enough

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • A learning content recommendation method and tutoring equipment
  • A learning content recommendation method and tutoring equipment
  • A learning content recommendation method and tutoring equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0064] see figure 1 , figure 1 It is a schematic flowchart of a method for recommending learning content disclosed in an embodiment of the present invention. Wherein, the method shown in the embodiment of the present invention is applicable to tutoring devices such as tutoring machines and learning machines. Such as figure 1 As shown, the learning content recommendation method may include the following steps:

[0065] 101. The tutoring equipment collects a large number of voice data samples and regional information samples of users in different regions.

[0066] In the embodiment of the present invention, the voice data samples include various voices from different regions, and the pronunciation habit features can be extracted, and a mapping relationship between the pronunciation habit features and the corresponding regional information is established to form a region that can identify the region to which the user belongs based on the voice data The recognition model is us...

Embodiment 2

[0078] see figure 2 , figure 2 It is a schematic flowchart of another learning content recommendation method disclosed in the embodiment of the present invention. Such as figure 2 As shown, the learning content recommendation method may include the following steps:

[0079] 201-202. Wherein, steps 201 to 202 are the same as steps 101 to 102 described in the first embodiment, and will not be repeated in this embodiment of the present invention.

[0080] As an optional implementation, step 202 may include the following steps: using the speech data sample as the original training data, aggregating the original training data to obtain the aggregated training data; using the aggregated training data and the regional information samples to train to obtain the regional recognition Model.

[0081] In the embodiment of the present invention, the speech data samples may specifically be some historical user data samples, which are stored in the server. Since the historical user d...

Embodiment 3

[0097] see image 3 , image 3 It is a schematic flowchart of another learning content recommendation method disclosed in the embodiment of the present invention. Such as image 3 As shown, the learning content recommendation method may include the following steps:

[0098] 301-304. Wherein, steps 301 to 304 are the same as steps 101 to 104 described in the first embodiment, and will not be repeated in this embodiment of the present invention.

[0099] 305. The tutoring device acquires historical user samples that meet the regional information.

[0100] In the embodiment of the present invention, by acquiring historical user samples with the same regional information, and the target learning content with the highest learning rate learned by the historical user samples, it is possible to better help target users to perform localized learning.

[0101] 306. The tutoring device determines the target learning content with the highest learning rate learned by the historical us...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The embodiment of the present invention relates to the field of smart devices, and discloses a learning content recommendation method and a tutoring device. The method includes: collecting a large number of voice data samples and regional information samples of users in different regions; using the voice data samples as training data and using the regional information samples as training results to train a regional recognition model; command to obtain the voice data of the target user; input the voice data into the area recognition model to obtain the area information of the target user; recommend learning content corresponding to the area information for the target user. By implementing the embodiment of the present invention, different learning content can be recommended to users in different regions based on speech recognition, which can make the learning content recommendation method simpler and more intelligent.

Description

technical field [0001] The invention relates to the field of smart devices, in particular to a learning content recommendation method and a tutoring device. Background technique [0002] In order to help users learn local learning content more specifically, tutoring equipment can recommend different learning content to users in different regions. However, when users want to obtain learning content in their region, they need to manually set information such as their region, grade, and textbook version through the tutoring device, which is cumbersome and not smart enough. Contents of the invention [0003] In view of the above defects, the embodiment of the present invention discloses a learning content recommendation method and a tutoring device, which can make the learning content recommendation method simpler and more intelligent. [0004] The first aspect of the embodiments of the present invention discloses a learning content recommendation method, the method comprisin...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/9537G10L15/22
CPCG10L15/22G10L2015/223
Inventor 崔颖
Owner GUANGDONG XIAOTIANCAI TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com