Research Article

Wise Mobile Icons Organization: Apps Taxonomy Classification Using Functionality Mining to Ease Apps Finding

Table 2

Functionality mining (most common) from Apps descriptions. The table highlights the App store category vagueness as compared to the BoFW approach. For example, Apps numbers 4, 5, and 6 get different App categories but almost the same functionalities.

App numberApp nameApp categoryFunction 1Function 2Function 3

1Super-Bright LED ProductivityLightFlash
2Clean Master ToolsBoost Clean
3TED Education Watch ListenLearn
4Period Calendar Health & FitnessTrackBackupRestore
5My Days-Period & Ovulation LifestyleTrackForecast/PredictBackup
6Menstrual Calendar Medical TrackForecast/Predict Backup
7Netflix Entertainment WatchBrowseRate
8Calorie Counter-MyFitnessPal Health & Fitness TrackCount
9MP3 Music Download V6 Entertainment ManageDownloadListen
10Mp3 Search and Download Pro Music & AudioSearchDownload
11File Manager Business ManageExplore Browse
12DU Battery Saver ProductivitySaveManage
13CM Security Antivirus ToolsSafeProtectLock
14Draw Something Games DrawGuess