Abstract:
Smartphones have opened numerous doors for advancement for users. One of the main features of smartphone is Applications. Previous research shows that users mostly use social media applications such as Facebook, Instagram, YouTube, TikTok, and many others. Research shows the impact of using this application in a good way and also the bad impacts. Comparative analysis and challenges have been discussed. This research is done to figure out the awareness of these effects on the users. Classification models in machine learning is used to predict the awareness. Collecting data from many users of different age levels and occupations we tried to figure out the relation between usage of time and awareness of wastage of that time by using machine learning and classifications models. We have also presented a data of mental and physical impact on users and presented a statistical result in the report. People are wasting their valuable time using these applications. Awareness should be raised about wasting time on mobile applications.
