探讨在高等教育中使用情感智能人工会话代理进行评估的价值:综述

S. Alaswad, Tatiana Kalganova, W. Awad
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引用次数: 0

摘要

Viva(口语考试)是高等教育领域评价学生学习成绩的一种重要考核方式。在Viva的典型环境中,学习者和评估员都受益于开展极具适应性的评估,借此机会对学习者的知识和理解有独特而深刻的了解。由于在Viva评估中与人类考官的互动会给学生带来相当程度的焦虑,因此会话代理的使用正在教育领域出现。因此,智能会话代理将是一种创新的、实用的、交互式的工具,它可能有助于减少传统Viva机制造成的紧张程度。在本文中,我们回顾了人工智能会话代理在不同业务中的使用,研究了交互方式、用途和推荐的设计规则。此外,我们还研究了不同领域中使用的代理的可用性、交互性、可学习性和可靠性,以调查在高等教育中使用它们进行评估的价值。此外,我们在利用基于web的实现、源代码可用性和使用Wizard-of-Oz技术方面比较了相关框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigating the Value of Using Emotionally Intelligent Artificial Conversational Agents to Carry out Assessments in Higher Education: Review
The Viva (Oral Examination) is a crucial assessment method in higher education field to evaluate students on their work. In the typical setting of Viva, the learner and the assessor benefit from carrying out extremely adapted assessment taking opportunity to have a unique and deep insight into learner's knowledge and understanding. As the interaction with human examiners in Viva assessment can cause a considerable level of anxiety to the students, usage of conversational agents is emerging in the education domain. Hence, intelligent conversational agents will be an innovative, practical, and interactive tool which may help to reduce the level of tension caused by the traditional Viva mechanism. In this paper, we review the usage of artificial intelligent conversational agents in different businesses, looking at interaction modality, uses and recommended design rules. Additionally, we study the aspects: usability, interactivity, learnability, and reliability of the agents used in different domains to investigate the value of using them to carry out assessments in higher education. Furthermore, we compare between related frameworks in terms of utilizing web-based implementation, source code availability and use of Wizard-of-Oz techniques.
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