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Success is not Final; Failure is not Fatal - Task Success and User Experience in Interactions with Alexa, Google Assistant and Siri

机译:成功不是最终的;失败不是致命的——在与Alexa、Google Assistant和Siri的互动中,任务成功和用户体验

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Speech assistants exhibit a high error rate with about one in three user requests resulting in an error. Nonetheless, speech assistants are adopted rapidly with about 1.8 billion users expected in 2021. Given the relatively high task failure rate of speech assistants this may be surprising and raises the question how much user experience (UX) is affected by task success in these devices. We measure user experience with four metrics of UX and evaluate task success in interactions with the speech assistants Alexa, Google Assistant, and Siri. We find that task success only explains between 13% and 28% of the variance of UX. This suggests that a majority of UX is not explained by whether an assistant, successfully completes tasks. Moreover, we find that the three assistants do not significantly differ in task success rate, but differ in UX, which supports the conclusion that task success and UX possess limited alignment. We discuss our results and point out limitations and potential future work.
机译:语音助手的错误率很高,大约三分之一的用户请求会导致错误。然而,语音助理被迅速采用,预计在2021有大约18亿用户。鉴于语音助手的任务失败率相对较高,这可能令人惊讶,并提出了一个问题,即这些设备中的任务成功在多大程度上影响用户体验(UX)。我们用四个用户体验指标来衡量用户体验,并在与语音助手Alexa、谷歌助手和Siri的交互中评估任务成功率。我们发现任务成功只解释了用户体验变异的13%到28%。这表明,大多数用户体验并不是由助手是否成功完成任务来解释的。此外,我们发现这三个助手在任务成功率上没有显著差异,但在用户体验上存在差异,这支持了任务成功和用户体验的有限一致性的结论。我们讨论了我们的结果,指出了局限性和未来可能的工作。

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