Table 1 Patterns of recorded data
From: An experimental result of estimating an application volume by machine learning techniques
Data pattern | Notes |
|---|---|
Screen on/off | Whether the screen is on or off |
Screen orientation | Whether the displayed screen is landscape or portrait |
Application name | Application name displayed in the foreground |
Time | Time of day |
Day of week | Day of week |
Silent mode preference | What type of silent mode preference is set |
Headset connection | Whether a headset is connected |
GPS cluster | An index number of clustered GPS data |
Datetime | (For inner process) A long value of datetime |
Latitude | (For inner process) A latitude value observed with GPS |
Longitude | (For inner process) A longitude value observed with GPS |
GPS accuracy | (For inner process) An accuracy value observed with GPS |
Application volume | (For inner process) An application volume setting |