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基于建構(gòu)主義的輔助教學(xué)機(jī)器人設(shè)計(jì)與應(yīng)用研究

發(fā)布時(shí)間:2019-06-15 14:55
【摘要】:隨著人工智能技術(shù)和機(jī)器人技術(shù)的發(fā)展,機(jī)器人將擁有廣泛的知識(shí)覆蓋面與高度智能化水平,它為實(shí)現(xiàn)個(gè)性化教學(xué)和因材施教提供了一種可能,必定會(huì)為教育領(lǐng)域帶來顛覆性的改變。在教育機(jī)器人的重多研究方向中,機(jī)器人輔助教學(xué)的研究還處于起步階段,國內(nèi)外的部分研究機(jī)構(gòu)已開展了相關(guān)研究。機(jī)器人技術(shù)是輔助教學(xué)的手段,而“輔助教學(xué)機(jī)器人”作為實(shí)施機(jī)器人輔助教學(xué)的主要工具之一,目前僅僅是概念性的產(chǎn)品。機(jī)器人應(yīng)用于教學(xué)過程,必將改變傳統(tǒng)的課堂教與學(xué)的方式,也會(huì)促進(jìn)教師工作的轉(zhuǎn)型。本論文以機(jī)器人輔助教學(xué)作為研究對(duì)象,分別從理論和實(shí)踐的角度展開研究,探究機(jī)器人應(yīng)用于課堂教學(xué)實(shí)踐的思路和方案,以期為機(jī)器人輔助教學(xué)領(lǐng)域帶來突破和發(fā)展。本論文的主要研究工作如下:1.針對(duì)目前機(jī)器人輔助教學(xué)缺乏教學(xué)理念指導(dǎo)的問題,在建構(gòu)主義教學(xué)設(shè)計(jì)的基礎(chǔ)上,結(jié)合機(jī)器人的功能特點(diǎn),提出一種基于建構(gòu)主義的機(jī)器人輔助教學(xué)設(shè)計(jì)模式。借助系統(tǒng)動(dòng)力學(xué)模型思想構(gòu)建了教學(xué)設(shè)計(jì)系統(tǒng)變量集,并采用結(jié)構(gòu)方程模型建模方法建立了教學(xué)設(shè)計(jì)模式的量化模型。2.分析了機(jī)器人輔助教學(xué)系統(tǒng)構(gòu)成的核心要素及其相互關(guān)系,對(duì)C-RAI教學(xué)設(shè)計(jì)中的“建立學(xué)習(xí)定向點(diǎn)”和“探究學(xué)習(xí)”兩部分進(jìn)行細(xì)化,結(jié)合機(jī)器人技術(shù)和多媒體技術(shù),分別提出機(jī)器人課堂講授模式和機(jī)器人在線答疑模式。3.在綜合分析RAI教學(xué)中機(jī)器人的功能需求的基礎(chǔ)上,設(shè)計(jì)一款適用于RAI的輔助教學(xué)機(jī)器人,采用“機(jī)器人軀干+固定式底座”的人形結(jié)構(gòu)設(shè)計(jì),采用分層控制思想來架構(gòu)機(jī)器人控制系統(tǒng),實(shí)現(xiàn)機(jī)器人機(jī)械運(yùn)動(dòng)和語音合成等基本教學(xué)功能。并利用ROS MoveIt來搭建機(jī)器人的運(yùn)動(dòng)規(guī)劃平臺(tái),對(duì)機(jī)器人運(yùn)動(dòng)進(jìn)行模擬和仿真。4.根據(jù)C-RAI教學(xué)設(shè)計(jì)模式的基本框架完成詳細(xì)的教學(xué)案例設(shè)計(jì),將輔助教學(xué)機(jī)器人作為輔助教學(xué)的工具,應(yīng)用于C-RAI教學(xué)案例,實(shí)施RAI教學(xué)實(shí)踐。通過對(duì)比分析和調(diào)查分析的手段對(duì)教學(xué)結(jié)果進(jìn)行分析,實(shí)踐證明RAI這種新型的教學(xué)形式具有可行性,實(shí)現(xiàn)以學(xué)習(xí)者為中心,教師為主導(dǎo),機(jī)器人為輔導(dǎo)的新型教與學(xué)的方式。
[Abstract]:With the development of artificial intelligence technology and robot technology, robots will have a wide range of knowledge coverage and highly intelligent level. It provides a possibility for individualized teaching and teaching students according to their aptitude, and will certainly bring subversive changes to the field of education. In the research direction of educational robot, the research of robot assisted instruction is still in its infancy, and some research institutions at home and abroad have carried out related research. Robot technology is the means of auxiliary teaching, and "auxiliary teaching robot", as one of the main tools to implement robot auxiliary teaching, is only a conceptual product at present. The application of robot in teaching process will change the traditional way of classroom teaching and learning, and will also promote the transformation of teachers' work. In this paper, robot assisted instruction is taken as the research object, which is studied from the point of view of theory and practice, and the ideas and schemes of robot application in classroom teaching practice are explored in order to bring breakthrough and development to the field of robot assisted instruction. The main research work of this paper is as follows: 1. In order to solve the problem of lack of teaching idea guidance in robot assisted instruction at present, a robot aided instruction design mode based on constructivism is proposed on the basis of constructivism teaching design and combined with the functional characteristics of robot. With the help of the idea of system dynamics model, the variable set of teaching design system is constructed, and the quantitative model of teaching design pattern is established by using structural equation model modeling method. 2. This paper analyzes the core elements of robot aided instruction system and their relationship, refines the two parts of C-RAI teaching design: "establishing learning orientation point" and "inquiry learning". Combined with robot technology and multimedia technology, the robot classroom teaching mode and robot online question answering mode are put forward respectively. Based on the comprehensive analysis of the functional requirements of robots in RAI teaching, an auxiliary teaching robot suitable for RAI is designed. The humanoid structure design of "fixed base of robot torso" is adopted, and the hierarchical control idea is adopted to construct the robot control system to realize the basic teaching functions such as robot mechanical motion and speech synthesis. ROS MoveIt is used to build the robot motion planning platform, and the robot motion is simulated and simulated. 4. According to the basic framework of C-RAI teaching design mode, the detailed teaching case design is completed. The auxiliary teaching robot is used as the auxiliary teaching tool, which is applied to the C-RAI teaching case and the RAI teaching practice is carried out. By means of comparative analysis and investigation and analysis, the teaching results are analyzed. The practice proves that RAI, a new teaching form, is feasible and realizes a new way of teaching and learning, which is learner-centered, teacher-led and robot-guided.
【學(xué)位授予單位】:重慶師范大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2017
【分類號(hào)】:G434

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