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  4. Application of smartphone sensing system for general and mental assessment of students

Application of smartphone sensing system for general and mental assessment of students

Files

201711020.pdf (1.66 MB)

Date

2019

Authors

Upasani, Ashwini

Journal Title

Journal ISSN

Volume Title

Publisher

Dhirubhai Ambani Institute of Information and Communication Technology

Abstract

Smartphone has become a vital part of a human being and it has been used as an analytic tool, due to its ability to provide a context-aware system, which enables applications to infer context from sensor data and these sensors are equipped in smartphones and used to infer human behavior such as activity, speech, sleep, mobility, etc. Inferring such behavior using passive sensing known pervasive sensing. Researchers have used the smartphone as a measurement tool to understand the behavior and psychology of college students. As a college life can be a transition period for any student with respect to psychology and their behavior. In this paper, a smartphone has been used as a platform for a context-aware system to assess human behavior such as activity, conversation, sleep, visited locations, application usage. Moreover, we have correlated these aspects of the behavior with mood and personality.

Description

Keywords

Smartphone, support vector machine, correlation coefficient

Citation

Upasani, Ashwini (2019). Application of smartphone sensing system for general and mental assessment of students. Dhirubhai Ambani Institute of Information and Communication Technology, 25P. (Acc.No: T00777)

URI

http://ir.daiict.ac.in/handle/123456789/857

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M Tech Dissertations

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