自动化与仪器仪表2024,Issue(2) :182-186.DOI:10.14016/j.cnki.1001-9227.2024.02.182

基于信息可视化的人机交互技术在视觉传达设计中的应用

Application of human-computer interaction technology based on information visualization in visual communication design

李由 吴兹古力
自动化与仪器仪表2024,Issue(2) :182-186.DOI:10.14016/j.cnki.1001-9227.2024.02.182

基于信息可视化的人机交互技术在视觉传达设计中的应用

Application of human-computer interaction technology based on information visualization in visual communication design

李由 1吴兹古力1
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作者信息

  • 1. 西安交通大学城市学院,西安 710018
  • 折叠

摘要

信息可视化是一种将复杂的数据转化为可视化形式以便人们理解的技术.在人机交互领域,信息可视化技术被广泛应用于各种领域,随着互联网的发展,网络传输故障成为一个常见的问题.传统的网络故障监测方法存在效率低下且容易出现漏检情况.为解决此问题,研究首先通过图像处理技术提取视觉传达网络传输故障信息的特征量,并进行图像化处理分类;然后将图像化信息输入到分类器对故障信息进行分类和识别,最后将图像分类结果和人机交互技术相结合作为故障监测系统.结果表明研究构建的故障监测系统的故障监测准确率平均值为85.29%,误报率平均值为11.59%,同时在监测过程中的运行成本平均值为4 135.83元,所有结果均优于对比方法.这验证了研究提出的方法能提高视觉传达网络传输故障监测的精度,有较高的实用价值.

Abstract

Information visualization is a technology that transforms complex data into a visual form for people to understand.In the field of human-computer interaction,information visualization technology is widely used in various fields.With the development of the Internet,network transmission failure has become a common problem.Traditional network fault monitoring methods are ineffi-cient and prone to leakage.In order to solve this problem,the research firstly extracts the characteristic quantities of visually commu-nicated network transmission fault information through image processing technology and classifies them by image-based processing;then the image-based information is inputted into the classifier to classify and identify the fault information,and finally the image classification results and human-computer interaction technology are combined as a fault monitoring system.The results show that the fault monitoring system constructed by the study has an average fault monitoring accuracy of 85.29%and an average false alarm rate of 11.59%,while the average operating cost in the monitoring process is $ 4,135.83,and all the results are better than the compari-son methods.This verifies that the proposed method of the study can improve the accuracy of fault monitoring of visual communication network transmission and has high practical value.

关键词

信息可视化/人机交互/视觉传达/网络设备/故障诊断

Key words

information/visualization/human-computer/interaction/visual communication/network equipment/troubleshoot-ing

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基金项目

陕西省规划课题(十四五)(SGH21Y0420)

出版年

2024
自动化与仪器仪表
重庆工业自动化仪表研究所,重庆市自动化与仪器仪表学会

自动化与仪器仪表

CSTPCD
影响因子:0.327
ISSN:1001-9227
参考文献量10
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