Research Article

Efficiently and Effectively Mining Time-Constrained Sequential Patterns of Smartphone Application Usage

Table 4

Max patterns mined when the minimum support is set to 0.01 and the time constraint is set to 180 seconds.

Max PatternSupport

P1Maps0.02
P2Google Talk0.02
P3HTC Mail0.01
P4(HTC Sense, MMS)0.01
P5Google Play    Google Play0.01
P6MMS    Phone    HTC Sense0.01
P7Phone    MMS    HTC Sense0.01
P8(HTC Sense, HTC Dialer)    Phone    HTC Sense0.01
P9HTC Contacts    Phone    Phone    HTC Sense0.01
P10HTC Sense    HTC Clock    HTC Sense0.02
P11HTC Sense    (HTC Sense, Settings)    Settings    HTC Sense0.01
P12Settings    Web Browser    Web Browser    HTC Sense    Settings    HTC Sense0.02
P13(HTC Sense, Web Browser)    Web Browser    Web Browser    Web Browser    HTC Sense    Web Browser    Web Browser0.01
P14(HTC Sense, Facebook)   Facebook    Facebook    HTC Sense0.01
P15(HTC Sense, Line)   Line    Line    Line    HTC Sense0.01