GUIDENA: Jurnal Ilmu Pendidikan, Psikologi, Bimbingan dan Konseling
Vol 8, No 2 (2018)

Monitoring Gadget Usage Behavior Among Adolescents Using Machine Learning

Iskandar, Yanti Rubiyanti (Unknown)
Purwarianti, Ayu (Unknown)
Lestari, Dessi Puji (Unknown)
Hendradjaja, Bayu (Unknown)



Article Info

Publish Date
30 Dec 2018

Abstract

The aim study has a long-term goal, namely to reduce negative impact of gadget use among adolescents. By giving awareness and the ability for teens to control the use of gadgets, adolescents are expected will be more productive and act as users of information technology intelligent. From economic products, the software developed can be marketed to various educational institutions such as junior high school or university, or where parents or schools will get a monitoring report on the use of gadgets from adolescents users. The method used in this study includes artificial intelligence techniques (machine learning) for various development models of text/speech / video/type classification user; User Centered Design techniques for application development; and multiple techniques social humanities such as desk study activities, focus group discussions, survey/questionnaire/interview. The results of the first year research to date are software development to monitor user behavior on the gadget, collecting user behavior data adolescents on gadgets, interviewing gadget use on teenage respondents, development. The hate learning model based on deep learning, the development of the rude classification model words based on deep learning and the development of Indonesian parsers.

Copyrights © 2018






Journal Info

Abbrev

bk

Publisher

Subject

Education Social Sciences

Description

(E-ISSN 2442-7802) (P-ISSN 2088-9623) is a peer-reviewed scientific Open Access journal published by Universitas Muhammadiyah Metro collaboration with Association of Guidance and Counseling Indonesia (ABKIN). The scope besides Guidance and Counseling as well psychology and education. Published twice ...