Push method based on data mining

A data mining and data technology applied in the field of data processing to achieve good user experience, good flexibility and portability

Inactive Publication Date: 2017-01-18
CHONGQING CREATION VOCATIONAL COLLEGE
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, there is no effective, data mining-based method to push rich, real-time, accurate and personalized teaching information to students

Method used

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  • Push method based on data mining
  • Push method based on data mining
  • Push method based on data mining

Examples

Experimental program
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Embodiment Construction

[0023] The present invention will be described in further detail below by means of specific embodiments:

[0024] There are usually various sensors built into mobile devices, which record a large amount of raw data, from which more valuable information needs to be discovered. At present, a large number of users are accustomed to carrying their smartphones or tablets with them every day, and their sensor data is a good record of user behavior patterns. In the present invention, starting from the raw data collected by each sensor in the mobile device, a corresponding data processing model is established according to the characteristics of different sensors.

[0025] Firstly, the data is preprocessed, and then data mining is carried out to extract the user's behavior patterns related to school learning, and then the obtained behavior pattern information can be used, combined with the user's learning plan for a certain period of time and the school's own teaching resources. Targe...

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Abstract

The invention discloses a push method based on data mining. The push method comprises the steps of summarizing learning plan data and teaching resource data of a user through a cloud computing platform; collecting original data from all sensors of student mobile devices; performing data preprocessing on the original data and obtaining a data sequence; obtaining a lingering point sequence according to a lingering point detection method; performing cluster analysis on the lingering point sequence to obtain a site historical sequence; performing teaching resource search on each piece of data in the site historical sequence, and marking site history; matching and generating a message which is based on time, position and teaching resource data according to the data sequence, the marked site history and the learning plan data, and pushing the message to the user. The push method has the effect of pushing rich, in-time, accurate and individual teaching information to learners.

Description

technical field [0001] The invention relates to the technical field of data processing, and specifically discloses a push method based on data mining. Background technique [0002] In recent years, as big data has become a popular word in the Internet information technology industry, education has gradually been considered as an important application field where big data can make a difference. Big data will bring revolutionary changes to education. [0003] Statistics show that mobile Internet users are growing rapidly. In the comparison of the global shipments of PCs, functional phones and tablets, the shipments of smart mobile terminals surpassed that of PCs. In the foreseeable future, mobile terminals will become the main Internet entrance. At the same time, the portable and immediacy features of the mobile terminal also provide convenient conditions for data collection. [0004] Focus on building a teaching system based on smart terminals such as mobile, through the a...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/2457G06F16/2465
Inventor 李学国
Owner CHONGQING CREATION VOCATIONAL COLLEGE
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