RoutineMaker: Towards end-user automation of daily routines using smartphones

Antila, Ville; Polet, Jussi; Lämsä, Arttu; Liikka, Jussi

doi:10.1109/percomw.2012.6197519

Cited by 8 publications

(8 citation statements)

References 7 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Not only user personality that can be predicted based on smartphone log data, but also happiness [21], stress [22], mood [23], or maybe we can create application which can help human doing daily routines [24]. In [21], the authors provide the evidence that we can predict the happiness of human based on their phone log.…”

Section: Related Workmentioning

confidence: 99%

Modeling and discovering human behavior from smartphone sensing life-log data for identification purpose

Mafrur

Nugraha

Choi

2015

Hum. Cent. Comput. Inf. Sci.

View full text Add to dashboard Cite

Today, personal data is becoming a new economic asset. Personal data which generated from our smartphone can be used for many purposes such as identification, recommendation system, and etc. The purposes of our research are to discover human behavior based on their smartphone life log data and to build behavior model which can be used for human identification. In this research, we have collected user personal data from 37 students for 2 months which consist of 19 kinds of data sensors. There is still no ideal platform that can collects user personal data continuously and without data loss. The data which collected from user’s smartphone have various situations such as the data came from multiple sensors and multiple source information which sometimes one or more data does not available. We have developed a new approach to building human behavior model which can deal with those situations. Furthermore, we evaluate our approach and present the details in this paper.

show abstract

Section: Related Workmentioning

confidence: 99%

Modeling and discovering human behavior from smartphone sensing life-log data for identification purpose

Mafrur

Nugraha

Choi

2015

Hum. Cent. Comput. Inf. Sci.

View full text Add to dashboard Cite

show abstract

“…We can use these powerful devices to perform a great variety of tasks, ranging from simple phone calls to connecting to the Internet. However, sometimes we would like that some tasks were done automatically [1,14]. These tasks can be automated by using automation applications, also known as tasking applications, which continuously monitor the smartphone's context to perform a set of actions when an event happens under certain conditions.…”

Section: Introductionmentioning

confidence: 99%

Keep doing what i just did

Maués

Barbosa

2013

Proceedings of the 15th International Conference on Human-Computer Interaction With Mobile Devices and Services

View full text Add to dashboard Cite

Automating tasks can make a smartphone easier to use and more battery efficient. However, currently little work has been done to help end-users to create such automations. In this paper, we explore an approach for automating smartphone tasks by demonstration. We have developed a mobile application called Keep Doing It that continuously records users' interactions with their smartphones. After users performed a task that they would like to automate, they can ask our application to create the automation based on their latest actions. Since users only have to use their smartphones, as they would naturally do, to demonstrate automations, we believe that our approach can lower the barrier for creating smartphone automations. Overall, an initial evaluation of the approach suggests that users would be willing to automate their phones by demonstration.

show abstract

“…Although there has been a body of research on discovering patterns from smartphone usage data, we are aware of only one work that focuses on using the detected patterns to automate smartphones (Antila et al, 2012). However, the Android application that they developed, called RoutineMaker, was capable only of launching applications according to location and time, while our application takes into account a wider range of triggers and actions.…”

Section: Related Workmentioning

confidence: 99%

“…Task automation, i.e. letting the device perform some repetitive tasks automatically for their owners, is a good way to improve the user experience (Antila et al, 2012;Ravindranath et al, 2012) and to reduce the effort required to use a device. These tasks can be automated by using automation applications, context-aware applications that continuously monitor the devices' context to perform a set of actions whenever a predefined event happens under certain conditions.…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Keep Doing What I Just Did: Automating Smartphones by Demonstration

MAUES¹

View full text Add to dashboard Cite

RoutineMaker: Towards end-user automation of daily routines using smartphones

Cited by 8 publications

References 7 publications

Modeling and discovering human behavior from smartphone sensing life-log data for identification purpose

Modeling and discovering human behavior from smartphone sensing life-log data for identification purpose

Keep doing what i just did

Keep Doing What I Just Did: Automating Smartphones by Demonstration

Contact Info

Product

Resources

About