Activity Learning app for iPhone and iPad

Activity Learning (AL) uses your devices sensors to learn about your daily activities. Using the motion and location sensors on your device, AL creates a model of your activities using machine learning. This model can then be used to detect which activities you are performing throughout the day.

This app is designed as part of ongoing research at the Washington State University Smart Environments Research Center (SERC). The app will collect your motion and location data and periodically ask you what activities you are performing. After enough data is collected, the app will learn to make predictions about your activities. When you receive a prompt, you can confirm the activity prediction or choose another activity to help improve the model.

In order to use this app, you must consent to the study when setting up your account. Participation is limited to users age 18 or older.

Continued use of GPS running in the background can dramatically decrease battery life.