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物联网2019年9期

智能早教辅助系统的设计与开发
梁琨,赵金铭,高明辉,杨晨,巩秀钢
(山东理工大学 计算机科学与技术学院,山东 淄博 255049)

摘  要:幼儿期是智力发展的黄金期,在这时期儿童的大部分知识能力都是从玩耍中得到的。本篇论文针对上述情况,开发了一套激发儿童学习兴趣、提高儿童认知能力的早教系统。该系统主要由摄像头模块、语音模块组成,利用摄像头捕捉物体关键信息,由服务器对图像进行处理,以线性回归算法对采集的数据进行分析,预测儿童的兴趣,同时,该系统具备与儿童进行简单交互的功能。


关键词:智能早教系统;儿童兴趣;语音识别;图像信息处理



中图分类号:TN931.3;TP311.1        文献标识码:A        文章编号:2096-4706(2019)09-0184-03


Design and Development of Intelligent Early Education Assistant System

LIANG Kun,ZHAO Jinming,GAO Minghui,YANG Chen,GONG Xiugang

(School of Computer Science and Technology,Shandong University of Technology,Zibo 255049,China)

Abstract:Early childhood is the golden age of intellectual development,during which most of a child’s intellectual abilities are acquired through play. In view of the above situation,this paper developed a set of early education system to stimulate children’s learning interest and improve their cognitive ability. The system is mainly composed of camera module and voice module. The camera is used to capture the key information of the object,and the image is processed by the server. The collected data are analyzed by the linear regression algorithm to predict the interest of children. At the same time,the system has the function of simple interaction with children.

Keywords:intelligent early education system;children’s interests;speech recognition;image information processing


基金项目:教育部产学合作协同人计划项目:基于校企合作的双创教育实践建设模式探索(项目编号:201802302076);山东理工大学双创项目:基于机器视觉的儿童成长云服务系统(项目编号:2018104331383/118250)


参考文献:

[1] 我是唯一的康总. 国内早教市场研究?国外早教市场研究? [EB/OL].https://www.jianshu.com/p/5b10b27a58bf?u t m _ c a m p a i g n = m a l e s k i n e & u t m _ c o n t e n t = n o t e & u t m _medium=seo_notes&utm_source=recommendation,2018-01-29.

[2] JNingWei. 论文阅读:RetinaNet [EB/OL].https://blog.csdn.net/JNingWei/article/details/80038594,2018-04-22.


作者简介:

梁琨(1998.01-),男,汉族,山东临沂人,本科,研究方向:计算机科学与技术;

赵金铭(1998.03-),女,汉族,山东日照人,本科,研究方向:通信工程;

高明辉(1998.05-),男,汉族,山东威海人,本科,研究方向:软件工程;

杨晨(1996.04-),女,汉族,山东潍坊人,硕士研究生,研究方向:检测与控制技术、嵌入式系统及应用;

通讯作者:

巩秀钢(1970.08-),男,汉族,山东淄博人,计算机系主任,副教授,博士,研究方向:嵌入式系统与物联网技术。