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开发用于辅助教学过程的聊天机器人模型。

A Model to Develop Chatbots for Assisting the Teaching and Learning Process.

机构信息

Computer Science Department, CINVESTAV-IPN, Mexico City 07360, Mexico.

Systems Department, UAM-Azcapotzalco, Mexico City 02200, Mexico.

出版信息

Sensors (Basel). 2022 Jul 25;22(15):5532. doi: 10.3390/s22155532.

Abstract

Recently, in the commercial and entertainment sectors, we have seen increasing interest in incorporating chatbots into websites and apps, in order to assist customers and clients. In the academic area, chatbots are useful to provide some guidance and information about courses, admission processes and procedures, study programs, and scholarly services. However, these virtual assistants have limited mechanisms to suitably help the teaching and learning process, considering that these mechanisms should be advantageous for all the people involved. In this article, we design a model for developing a chatbot that serves as an extra-school tool to carry out academic and administrative tasks and facilitate communication between middle-school students and academic staff (e.g., teachers, social workers, psychologists, and pedagogues). Our approach is designed to help less tech-savvy people by offering them a familiar environment, using a conversational agent to ease and guide their interactions. The proposed model has been validated by implementing a multi-platform chatbot that provides both textual-based and voice-based communications and uses state-of-the-art technology. The chatbot has been tested with the help of students and teachers from a Mexican middle school, and the evaluation results show that our prototype obtained positive usability and user experience endorsements from such end-users.

摘要

最近,在商业和娱乐领域,我们看到越来越多的人有兴趣在网站和应用程序中加入聊天机器人,以帮助客户和客户。在学术领域,聊天机器人可用于提供有关课程、录取流程和程序、学习计划和学术服务的一些指导和信息。然而,这些虚拟助手帮助教学和学习过程的机制有限,因为这些机制应该对所有相关人员都有利。在本文中,我们设计了一种开发聊天机器人的模型,该模型可作为课外工具,以执行学术和行政任务,并促进中学生和学术人员(例如教师、社会工作者、心理学家和教育家)之间的沟通。我们的方法旨在通过提供熟悉的环境来帮助不太精通技术的人,使用对话代理来简化和指导他们的交互。该模型已通过实现一个多平台聊天机器人进行了验证,该机器人提供基于文本和基于语音的通信,并使用最先进的技术。该聊天机器人在墨西哥一所中学的学生和教师的帮助下进行了测试,评估结果表明,我们的原型得到了这些最终用户的积极可用性和用户体验认可。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cc5f/9332604/2d7faacd7d59/sensors-22-05532-g001.jpg

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