• Smart Devices
    • Design, Development And...
    • Design, Development and Implementation of a Smartphone Overdependence Management System for the Self-Control of Smart Devices: Influence Statistics

      Expert Impact

      Concepts for whichthey havehas direct influence:Smart devices,Usage data,Smartphone usage,Suc sud,Sud suc,Smartphone users,Smartphone usage data,Background smartphone.

      Key People For Smart Devices

      Top KOLs in the world
      Luigi Atzori
      social internet sulfur dioxide qoe management
      Antonio Iera
      multicast services social internet mbsfn area
      Giacomo Morabito
      timing channel analytical framework social internet
      Rajkumar Buyya
      cloud computing big data global grids
      Mohsen Mokhtar Guizani
      smart grid federated learning vehicular networks
      Athanasios V Vasilakos
      big data cloud computing wireless sensor networks

      Design, Development and Implementation of a Smartphone Overdependence Management System for the Self-Control of Smart Devices


      Background: Smartphone overdependence is a type of mental disorder that requires continuous treatment for cure and prevention. A smartphone overdependence management system that is based on scientific evidence is required. This study proposes the design, development and implementation of a smartphone overdependence management system for self-control of smart devices. Methods: The system architecture of the Smartphone Overdependence Management System (SOMS) primarily consists of four sessions of mental monitoring: (1) Baseline settlement session; (2) Assessment session; (3) Sensing & monitoring session; and (4) Analysis and feedback session. We developed the smartphone-usage-monitoring application (app) and MindsCare personal computer (PC) app to receive and integrate usage data from smartphone users. We analyzed smartphone usage data using the Chi-square Automatic Interaction Detector (CHAID). Based on the baseline settlement results, we designed a feedback service to intervene. We implemented the system using 96 participants for testing and validation. The participants were classified into two groups: the smartphone usage control group (SUC) and the smartphone usage disorder addiction group (SUD). Results: The background smartphone monitoring app of the proposed system successfully monitored the smartphone usage based on the developed algorithm. The usage minutes of the SUD were higher than the usage minutes of the SUC in 11 of the 16 categories developed in our study. Via the MindsCare PC app, the data were successfully integrated and stored, and managers can successfully analyze and diagnose based on the monitored data. Conclusion: The SOMS is a new system that is based on integrated personalized data for evidence-based smartphone overdependence intervention. The SOMS is useful for managing usage data, diagnosing smartphone overdependence, classifying usage patterns and predicting smartphone overdependence. This system contributes to the diagnosis of an abstract mental status, such as smartphone overdependence, based on specific scientific indicators without reliance on consultation.

      Sign-in to see all concepts, it's free!


    Download on the App StoreGet it on Google Play

    Copyright © 2023 KOL - Key Opinion Leaders, LLC.

    KOL does not provide medical advice, diagnosis or treatment.