VIARS: An Intelligent Voice Agent to Prevent Inappropriate Content Display for Restricted Users

IF 1 4区 计算机科学 Q3 COMPUTER SCIENCE, CYBERNETICS
Rui Kang, P. Rau
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引用次数: 0

Abstract

The wide usage of voice intelligent assistants (VIAs), such as Siri, brings lots of convenience to our daily life. However, there are also kinds of issues related to VIAs displaying inappropriate contents to restricted users such as children. To address this problem, we developed a system that detects the inappropriate contents and rates them with defined ranks. In this manner, a threshold or suggestion could be given in order to avoid displaying inappropriate contents to restricted users. This evaluation system is called Voice Intelligent Aid Rating System (VIARS). With a developed VIARS prototype, we further tested its effectiveness with a designed experiment that consisted of several tasks. As a result, VIARS’s intelligent rating results were proven to be highly consistent with the experts’ manual rating results, indicating the reliability of the VIARS classification mechanism. It is also notable that when compared with experts’ manual rating, VIARS’s automatic rating mechanism showed significant advantages in response time.
VIARS:一个智能语音代理,以防止不适当的内容显示限制用户
Siri等语音智能助手的广泛使用给我们的日常生活带来了很多便利。然而,也有一些问题与向儿童等受限制的用户显示不适当的内容有关。为了解决这个问题,我们开发了一个系统来检测不合适的内容,并对它们进行评级。通过这种方式,可以给出一个阈值或建议,以避免向受限制的用户显示不适当的内容。这个评估系统被称为语音智能辅助评级系统(VIARS)。利用开发的VIARS原型,我们通过由几个任务组成的设计实验进一步测试了其有效性。结果表明,VIARS的智能评级结果与专家人工评级结果高度一致,表明了VIARS分类机制的可靠性。同样值得注意的是,与专家人工评级相比,VIARS的自动评级机制在响应时间上具有显著优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Interacting with Computers
Interacting with Computers 工程技术-计算机:控制论
CiteScore
2.70
自引率
0.00%
发文量
12
审稿时长
>12 weeks
期刊介绍: Interacting with Computers: The Interdisciplinary Journal of Human-Computer Interaction, is an official publication of BCS, The Chartered Institute for IT and the Interaction Specialist Group . Interacting with Computers (IwC) was launched in 1987 by interaction to provide access to the results of research in the field of Human-Computer Interaction (HCI) - an increasingly crucial discipline within the Computer, Information, and Design Sciences. Now one of the most highly rated journals in the field, IwC has a strong and growing Impact Factor, and a high ranking and excellent indices (h-index, SNIP, SJR).
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