Mobile Information Systems / 2018 / Article / Tab 2

Research Article

Reducing Smartwatch Users’ Distraction with Convolutional Neural Network

Table 2

Feature group from the collected sensor data.

GroupFeatures

Notification’s contentsSender application name, Priority, and Title
Physical activitiesClassifying activities into six classes: InVehicle, OnBicycle, OnFoot, Running, Still, Tilting, Walking, and Unknown
TimeTime of day, Day of the week, and Glance time
Sensor dataRecent phone usage, Phone’s screen status, and Proximity