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Method and device for acquiring click stream, clustering method, learning platform and medium

A learning platform and click-stream technology, applied in the computer field, can solve problems such as inability to accurately reflect the differences of different students

Pending Publication Date: 2022-07-08
THE HONG KONG UNIV OF SCI & TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But in some cases, relying solely on platform-based clickstream data does not accurately reflect differences among different students

Method used

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  • Method and device for acquiring click stream, clustering method, learning platform and medium
  • Method and device for acquiring click stream, clustering method, learning platform and medium
  • Method and device for acquiring click stream, clustering method, learning platform and medium

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Embodiment Construction

[0018] In order for those skilled in the art to better understand the technical solutions of the present disclosure, the method and apparatus, interactive learning platform and computer-readable storage medium provided by the present disclosure will be described in detail below with reference to the accompanying drawings.

[0019] Example embodiments will be described more fully hereinafter with reference to the accompanying drawings, but example embodiments may be embodied in different forms and should not be construed as limited to the embodiments set forth herein. These embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.

[0020] The terminology used herein is for the purpose of describing particular example embodiments only, and is not intended to limit the claimed subject matter. As used herein, the singular forms "a," "an," and "the" are intended to include the plur...

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Abstract

The invention provides a method for acquiring an answer click stream, which comprises the following steps of: generating an answer click stream event in response to each operation of a user in an answer process; each answer click stream event is pre-processed to generate pre-processed click stream data, and each pre-processed click stream data forms a pre-processed click stream data sequence; and encoding the preprocessed click stream data sequence into an answer click stream vector. The answer click flow vector represents the answer click flow of the question answered by the user. The invention further provides a method for clustering the answer behaviors, an interactive learning platform, a device for obtaining the answer click stream and a computer readable storage medium.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular, to a method and device for obtaining a clickstream of answering questions, a method for clustering answering behaviors, an interactive learning platform, and a computer-readable storage medium. Background technique [0002] Online learning platforms have been widely used as a new learning approach. There are two main types of courses offered by online learning platforms: those that employ a "learning by reading" and / or "learning by watching" approach and provide quizzes to assess performance; and those that employ a "learning by doing" approach and use completed questions for Performance Evaluation Course. [0003] Currently, only platform-based click stream data can be obtained. But in some cases, relying solely on platform-based clickstream data does not accurately reflect student-to-student differences. SUMMARY OF THE INVENTION [0004] According to one aspec...

Claims

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Application Information

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IPC IPC(8): G06F16/2455G06F16/2458G06F16/28G06Q10/06G06Q50/20
CPCG06F16/24568G06F16/285G06F16/2465G06Q10/06398G06Q50/205
Inventor 杨瓞仁陈炜麟
Owner THE HONG KONG UNIV OF SCI & TECH
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