Article Per Year (5 Year)
p-Index From 2020 - 2025
8.081
P-Index
This Author published in this journals
All Journal JURNAL SISTEM INFORMASI BISNIS JURNAL SAINS PERTANIAN EQUATOR Jurnal Ilmu keperawatan Jurnal Akuntansi Muhammadiyah Journal of Consumer Science Journal of Consumer Sciences Jurnal Matematika Sains dan Teknologi Syntax Literate: Jurnal Ilmiah Indonesia JURNAL MANAJEMEN INDUSTRI DAN LOGISTIK Madani Jurnal Politik dan Sosial Kemasyarakatan INTECOMS: Journal of Information Technology and Computer Science JURNAL PENA EDUKASI Jurnal Muara Ilmu Sosial, Humaniora, dan Seni Jurnal Ilmu Kesehatan JURNAL ILMIAH ADVOKASI Dinasti International Journal of Education Management and Social Science Ideas: Jurnal Pendidikan, Sosial dan Budaya Jurnal Pengabdian Masyarakat: Darma Bakti Teuku Umar J-SEA (Journal Socio Economic Agricultural) JP2M (Jurnal Pendidikan dan Pembelajaran Matematika) Literatus Educative Sportive Journal of English Language and Education Sinar Sport Journal Husnayain Business Review sudo Jurnal Teknik Informatika Journal of Medical Science; Jurnal Ilmu Medis Rumah Sakit Umum Daerah dr. Zainoel Abidin, Banda Aceh Journal of Computer Science and Information Systems (JCoInS) Jurnal Dehasen Untuk Negeri Pharmaceutical Sciences and Research (PSR) Publicness: Journal of Public Administration Studies INJURITY: Journal of Interdisciplinary Studies Jurnal Indonesia Sosial Sains Innovative: Journal Of Social Science Research Ranah Research : Journal of Multidisciplinary Research and Development Jurnal Kajian Manajemen Dakwah J-SIGN (Journal Of Informatics, Information System, And Artificial Intelligence) PESARE: Science and Engineering Service Journal Social Sciences Journal Serambi Engineering Innovative Approaches in Health Science Journal Proceeding Of International Conference On Education, Society And Humanity Journal of Economics Education ECONOMETRICS: Journal of Sustainable Economics and Management Journal of Nursing and Health Science
Juwita Juwita, Juwita
Universitas Muslim Indonesia
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Transportation Veterinary Other

Published : 66 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : INJURITY: Journal of Interdisciplinary Studies

 1 
Accuracy Comparison of Data Mining Methods for Internet Gaming Disorder Classification Juwita, Juwita; Junidar, Junidar; Mutiawani, Viska; Nurdin, Zahnur; Zainuddin, Zul Ikram
INJURITY: Journal of Interdisciplinary Studies Vol. 2 No. 4 (2023): INJURITY: Journal of Interdisciplinary Studies.
Publisher : Pusat Publikasi Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58631/injurity.v2i4.62

Abstract

Excessive access to online games by players can lead to addiction. Online game addiction can be detected through various ways including self-report questionnaires. Based on the value of the answers in the questionnaire a person can be categorized into groups, mild addiction, moderate addiction and severe addiction. Generally, this assessment calculation is done manually or through procedural programming languages. This is not efficient for processing more and more data, for that the mechine learning classification model is applied to solve the problem of program code repetition. This study compared the performance of three mechine learning methods against two different types of questionnaires, namely questionnaires with Likert scale and questionnaires with yes no type. The case study used in this study is online game addiction among high school students in Banda Aceh City, Indonesia. This research successfully proved that the algorithm ... It is better to use questionnaires with data types...., while algorithms....are better to use for questionnaires with types.....with the accuracy of the three algorithms are as follows. This study reveals the emergence of online game addiction, especially among high school students within Banda Aceh city. The results depicted that as many as 6% of high school students in the city of Banda Aceh indicated experiencing online game addiction based on their reports. Another objective of this research is to find the best accuracy between Naive Bayes and Support vector machine (SVM) in classifying the severity of the online game. It found that SVM accuracy was higher than Naive Bayes for the case of online game addiction level classification in high school students in Banda Aceh. This study provided baseline data for further research.
Co-Authors Abzeni, Abzeni Adnin, Ismi Afriansyah Afriansyah Agustian Agustian Agustin, Feby Veronicha Ahmad, Aktsar Roskiana Akmaluddin Akmaluddin Alvionsya, Fellby M. Alvionsya, Fellby Meidy Amin, Susanti Andri Rusta Andriansyah Andriansyah Andy Saputra Anggara, Deffri Apriansyah, Dolly Aprilisa, Shinta Aprinsyah, Dolly Asli, Kartika Asmadi, Didi Asriani Asriani, Asriani Azhary, Dany Bambang Panca Syahputra Bangun, Budianto Bugis, Hairudin Desi Arisandi Dhian Herdhiansyah Dirgantara, Bayu Donna Boedi Maritasari Elisa Elisa Elisanti, Dera Fungki Elserra Siemin Ciamas Evi Lorita, Evi Fitri Anggraini, Fitri Hafifatunnur, Hafifatunnur Hani, Ummi Hanum, Firlia Herianto , Ahmad Herli, Dadang Heru, Fahlevi Hidayaturrahmi, Hidayaturrahmi Ida Ayu Putu Sri Widnyani Ika Marlia Illahi, Mutiara Wahyu Iman, Dian Zulfatul Indri Hapsari Intansari Nurjannah Irawati Irawati Irawati, Riana Islam, Kireida Rona Jannah, Syarifah Raihannatul Jelita, Adriani Joefrian, Muhammad Soultan Junidar, Junidar Kader, Bando Amin C. Kartiani, Andi Khoiro, Ummul Kokom Komalasari Lampasa, Yunitawati Liana, Fitri Lili Handayani, Lili Lubis, Muhammad Salim Fauzi Ludang, Ellydia Marhamah Marhamah Mariyono Sedyo Winarso, Mariyono Sedyo Marjani Marjani MARJANI MARJANI, MARJANI Marlina Marsehan, Ahmad Martiani , Martiani Martiani Martiani, Martiani Masliani, Masliani Masyitoh, Iim Siti Maulana Maulana, Maulana Maulana, Teuku Medyan Riza Mhd Fajri Miftahuddin Miftahuddin Mochamad Saefullah, Mochamad Mudarris, Badrul Muhammad Qadaruddin Munazzir, Munazzir Museliza, Virna Mutiawani, Viska Nasution, Emmi Rahmiwita Nelly Nelly Nikentry, Nikentry Noprison, Noprison Noviyanti, Indah Nurdin, Zahnur Nurhaeda, Nurhaeda Perdima , Feby Elra Perdima, Feby Elra Pratama, Pratama Pratiwi, Irda Purnomo Purnomo Putra, Sandi Putri Mauliza, Putri Putri, Rusvika Qamariah, Qamariah Rahmadansyah, Arya Rahman, Nur Resti Renaldi, Agus Rendra Resnawati Rifa’i, Moh. Rini Susana Risa, Nursanty Rizka Aulia Rusmina, Cut Sabila, Enggel Dwi Safaringga, Afriyanti Helen Sahputra, Muhammad Dani Saputra, Dandi Saputra, Yobi Rion Sariakin Sariakin Setiawan, Buddy Siregar, Muhammad Rizal Siti Afrianty Daniya Ratulangi, Siti Afrianty Daniya Siti Mayang Sari Sofia, Sofia - Suhanda, Rahmad Suherman, Suherman Sulandjari, Ika sarawati Sulvinajayanti Sulvinajayanti, Sulvinajayanti Sumantri , Ajis Sumantri, Ajis Supriyanto Supriyanto Sutisna Sutisna Suyasa, Tommy Y.S. Syahputra, Roni Syaiful Zuhri Harahap Syamsul Arifin Tatang Abdurrahman, Tatang Tati Suryati Tessa, Maria Theresia Umar, Fadly Wahyudi Wahyudi Wasino Wasino Yamani, Ahmad Zaki Zainuddin, Zainuddin Zainuddin, Zul Ikram Zainuddin, Zulikram