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A learnable interactive display method for high-dimensional graphics of massive information

An information high-dimensional graphics, interactive technology, applied in the field of human-computer interaction, can solve problems such as user information overload

Active Publication Date: 2021-11-02
集智学园(北京)科技有限公司 +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The influx of a large amount of target information has led to information overload for users, so they have to screen and filter the information and only choose the information they are interested in

Method used

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  • A learnable interactive display method for high-dimensional graphics of massive information
  • A learnable interactive display method for high-dimensional graphics of massive information
  • A learnable interactive display method for high-dimensional graphics of massive information

Examples

Experimental program
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Embodiment Construction

[0059] Below, we take the example of displaying a large number of courses, each of which has certain text description data, and use this system method to display. We hope to display multiple such courses in a two-dimensional space. The technical solution of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0060] The basic process of the inventive method is as figure 1 As shown, it specifically includes the following steps:

[0061] Step 1: Feature extraction of target information (here, the information of each course).

[0062] 1.1) Extract the keyword (text) feature information of the target.

[0063] This part uses text segmentation technology, TF-IDF and other technologies to extract the keyword feature information of the text.

[0064] Take one of the lessons "Machine Learning Thinking" as an example:

[0065]

[0066]

[0067]

[0068] 1.2) Process the information features of the target into a position r...

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Abstract

The present invention proposes a learnable high-dimensional graphics interactive display method for massive information, and uses the idea of ​​graphically displaying information in a high-dimensional space to allow information to convey more and more effective information in a high-dimensional space . In order to avoid information load in high-dimensional space, a hierarchical display method is introduced, which can organize different details of the target into multi-scale features of the graph, and display them dynamically during the zooming process of the graph. In the way of displaying information, it is the first to use representation learning technology and natural language processing technology to extract target features, and assign different weights to features according to indicators such as feature importance, instead of the traditional form of text introduction, to provide users with comprehensive and accurate information. display the target. It can capture the interactive behavior of the user and the system, and combine the user's behavior data and the inherent characteristics of the target to be displayed to automatically optimize the displayed graphical interface to form an unsupervised reinforcement learning system.

Description

technical field [0001] The invention belongs to the innovation of human-computer interaction technology in the form of mass information display, and specifically involves representation learning and feature extraction of content and interrelated structures, NLP technology such as automatic text summarization, front-end visualization technology, and hierarchical display technology based on canvas. Compared with the traditional one-dimensional display form, the high-dimensional information display method of the present invention can provide rich information and interaction. Background technique [0002] With the ultra-high-speed development of the Internet industry in recent years, APPs are rampantly occupying the desktops of mobile phones; various PC sites are also emerging one after another, forming one after another increasingly large systems on the Internet. These platforms cover a wide range of content and have touched almost all the details of human life, from shopping, ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/451G06F3/0487
Inventor 张江陶如意林意灵张章
Owner 集智学园(北京)科技有限公司