DIY assistant: a multi-modal end-user programmable virtual assistant

Michael H. Fischer, Giovanni Campagna, Euirim Choi, M. Lam
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引用次数: 16

Abstract

While Alexa can perform over 100,000 skills, its capability covers only a fraction of what is possible on the web. Individuals need and want to automate a long tail of web-based tasks which often involve visiting different websites and require programming concepts such as function composition, conditional, and iterative evaluation. This paper presents DIYA (Do-It-Yourself Assistant), a new system that empowers users to create personalized web-based virtual assistant skills that require the full generality of composable control constructs, without having to learn a formal programming language. With DIYA, the user demonstrates their task of interest in the browser and issues a few simple voice commands, such as naming the skills and adding conditions on the action. DIYA turns these multi-modal specifications into voice-invocable skills written in the ThingTalk 2.0 programming language we designed for this purpose. DIYA is a prototype that works in the Chrome browser. Our user studies show that 81% of the proposed routines can be expressed using DIYA. DIYA is easy to learn, and 80% of users surveyed find DIYA useful.
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DIY助手:多模态终端用户可编程虚拟助手
虽然Alexa可以执行超过10万种技能,但它的能力只涵盖了网络上可能的一小部分。个人需要并想要自动化一长串基于web的任务,这些任务通常涉及访问不同的网站,并需要诸如功能组合、条件和迭代评估等编程概念。本文介绍了DIYA (Do-It-Yourself Assistant),这是一个新系统,它使用户能够创建个性化的基于web的虚拟助手技能,这些技能需要可组合控制结构的全部通用性,而无需学习正式的编程语言。使用DIYA,用户在浏览器中演示他们感兴趣的任务,并发出一些简单的语音命令,例如命名技能和添加操作条件。DIYA将这些多模态规范转换成用我们为此目的设计的ThingTalk 2.0编程语言编写的语音调用技能。DIYA是一个在Chrome浏览器中工作的原型。我们的用户研究表明,81%的建议例程可以使用DIYA表示。DIYA很容易学习,80%的用户认为DIYA很有用。
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