教育活动创作中人机自适应交互设计的图形用户界面

D. Tozadore, R. Romero
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引用次数: 0

摘要

机器人和互动设备正在成功地应用于教育,以增加学生的认知经验,从而提高他们的学习速度。然而,目前缺乏具有易于编程的适应性技能的社交机器人。本文提出了一种利用自主机器人创建、执行和评估教育活动的图形用户界面。该界面运行在一个系统中,该系统通过开源技术提供适应和个性化,用于自主分析和识别语音、焦点偏差和面部情绪。在活动执行过程中,自适应算法检测学生的身体信号和口头反应,以使所处理的内容适应较难或较容易的问题。在创建和运行一个活动之后,可以访问所有会话的评估和信息进行可视化分析,以及学生在整个互动过程中的偏好。
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Graphical User Interface for Adaptive Human-Robot Interaction Design in Educational Activities Creation
Robots and interactive devices are being successfully applied in education to increase the students cognitive experience and, consequently, their learning rate. However, there is a lack of social robots with adaptive skills that can be easily programmed. In this paper, a Graphical User Interface to create, perform and evaluate educational activities with autonomous robots is presented. The interface runs in a system that provides adaptation and personalization through open source techniques for autonomous analysis and recognition of speech, focus deviation and facial emotion. During the activity execution, the adaptive algorithm detects student’s body signals and verbal responses to adapt the addressed content to harder or easier questions. After creating and running an activity, all sessions’ evaluation and information can be accessed for visual analysis, as well as students’ preferences throughout the interaction.
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