Smart Classroom Services System Design Based on Services Computing System

Atika Rahmawati Yuliantoputri, Wardani Muhamad, S. Suhardi
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引用次数: 9

Abstract

Smart Classroom is defined as a concept that supposed to accommodate synchronous and asynchronous learning using technology that integrates traditional and distance learning to cover its learning services by using artificial intelligence-based technology. The smart classroom also utilizes the connection of smart devices as a support so that teachers and students can approach various learning styles, participate interactively and share content. While the current smart classroom system mostly provide classroom environment, the proposed design of the smart classroom in this research will be consisted of designing a smart classroom system that covers distance learning activities under Smart Learning System (SLS) and in-class learning activities in Smart Teaching Environment (STE).SLS facilitates distance learning by enabling interactive teaching, customized learning, learning analysis, and ease of document access. STE is a class environment that utilizes a variety of smart devices to support in-class learning activities. By using Service Computing System Engineering Framework, SLS and STE will be integrated to fulfill the need for learning activities alignment in our education system by creating service innovation of smart attendance. While in-class students’ attendance will be recorded by existing attendance recording methods, distance learning students’ attendance will be recorded by applying smart attendance in SLS utilizing artificial intelligence to trigger randomized pop-up quizzes for attendance evidence. The result of the randomized quiz submissions will be validated for attendance student report based on defined parameters of class attendance. This proposed design of the smart classroom will be evaluated by calculating the cohesion and coupling degrees as evaluation principles for service-oriented software design. In conclusion, the proposed smart classroom has a main vision to ease the implementation of learning activities within in-class and distance learning by integrating STE and SLS to provide a valid attendance record for student and education system regulation.
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基于服务计算系统的智能课堂服务系统设计
智能课堂被定义为一个概念,它应该使用集成传统和远程学习的技术来适应同步和异步学习,通过使用基于人工智能的技术来覆盖其学习服务。智能课堂还利用智能设备的连接作为支持,使教师和学生可以接触各种学习方式,互动参与和共享内容。目前的智能课堂系统主要提供课堂环境,本研究提出的智能课堂设计将包括设计一个涵盖智能学习系统(SLS)下的远程学习活动和智能教学环境(STE)下的课堂学习活动的智能课堂系统。SLS通过支持交互式教学、定制学习、学习分析和易于文档访问来促进远程学习。STE是一种利用各种智能设备来支持课堂学习活动的课堂环境。通过使用服务计算系统工程框架,SLS和STE将集成在一起,通过创建智能出勤的服务创新来满足我们教育系统中学习活动对齐的需求。课堂上的学生出勤将通过现有的出勤记录方法进行记录,而远程学习的学生出勤将通过在SLS中应用智能出勤来记录,利用人工智能触发随机弹出式测验来获取出勤证据。随机测验提交的结果将根据班级出勤的定义参数验证出勤学生报告。通过计算内聚度和耦合度作为面向服务的软件设计的评价原则,对本文提出的智能教室设计进行评价。总之,所提出的智能教室的主要愿景是通过整合STE和SLS,为学生和教育系统监管提供有效的出勤记录,从而简化课堂和远程学习中学习活动的实施。
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