Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usage

Abstract Due to the increasing popularity of recent advanced features and context-awareness in smart mobile phones, the contextual data relevant to users’ diverse activities with their phones are recorded through the device logs. Modeling and predicting individual’s smartphone usage based on context...

Full description

Bibliographic Details
Main Authors: Iqbal H. Sarker, A. S. M. Kayes, Paul Watters
Format: Article
Language:English
Published: SpringerOpen 2019-07-01
Series:Journal of Big Data
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40537-019-0219-y