With the rapid development and usage of Internet-of-Things (IoT) and smart-home devices, researchers continue efforts to improve the "smartness" of those devices to address daily needs in people's lives. Such efforts usually begin with understanding evolving user behaviors on how humans utilize the devices and what they expect in terms of their behavior. However, while research efforts abound, there is a very limited number of datasets that researchers can use to both understand how people use IoT devices and to evaluate algorithms or systems for smart spaces. In this paper, we collect and characterize more than 50,000 recipes from the online If-This-Then-That (IFTTT) service to understand a seemingly straightforward but complicated question: "What kinds of behaviors do humans expect from their IoT devices?"
翻译:随着互联网和智能家用装置的迅速发展和使用,研究人员继续努力提高这些装置的“智能”性能,以满足人们日常生活中的日常需要。这种努力通常始于理解不断演变的用户行为,即人类如何使用这些装置及其行为方面的预期。然而,虽然研究努力很多,但研究人员可以使用的数据集数量非常有限,既了解人们如何使用这些装置,又评估智能空间的算法或系统。在本文中,我们收集并描述网上的5万多种食谱,以了解一个看起来简单但复杂的问题:“人类从它们的IOT装置中期望什么行为?”