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All Journal Jurnal Simetris Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik E-Dimas: Jurnal Pengabdian kepada Masyarakat Jurnal Ilmiah KOMPUTASI Faktor Exacta IKRA-ITH ABDIMAS STRING (Satuan Tulisan Riset dan Inovasi Teknologi) Edsence: Jurnal Pendidikan Multimedia Journal of Artificial Intelligence and Innovative Applications (JOAIIA) International Journal of Advances in Data and Information Systems REKA ELKOMIKA: Jurnal Pengabdian kepada Masyarakat Jurnal Teknik Informatika (JUTIF) International Journal of Educational Research and Social Sciences (IJERSC) Jurnal PkM (Pengabdian kepada Masyarakat) Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI) Jurnal Esensi Infokom: Jurnal Esensi Sistem Informasi dan Sistem Komputer Journal of Academia Perspectives Bit (Fakultas Teknologi Informasi Universitas Budi Luhur) Jurnal Sistim Informasi dan Teknologi J-ENSITEC (Journal of Engineering and Sustainable Technology) Jurnal Rekayasa Komputasi Terapan Kapas: Kumpulan Artikel Pengabdian Masyarakat Jurnal Pengabdian Masyarakat dan Riset Pendidikan Jurnal Pengabdian Masyarakat Indonesia (JPMI) Seminar Nasional Riset dan Teknologi (SEMNAS RISTEK)
Heri Satria Setiawan
Universditas Indraprasta PGRI
Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Mechanical Engineering Physics Social Sciences Other

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Journal : Jurnal Teknik Informatika (JUTIF)

 1 
LINEAR REGRESSION FOR PREDICTION OF EXCESSIVE PERMISSIONS DATABASE ACCOUNT TRAFFIC Agus Pamuji; Heri Satria Setiawan
Jurnal Teknik Informatika (Jutif) Vol. 3 No. 2 (2022): JUTIF Volume 3, Number 2, April 2022
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20884/1.jutif.2022.3.2.206

Abstract

Today, the security of information and data is an important asset for everyone in protecting data. Data and information become critical when weaknesses and threats come. In this study, an estimation of the observed variables will be carried out. The application of data mining, especially with the estimation method by using linear regression techniques. The next stage is data preparation by referring to the dataset recorded in the user activity log. Data preparation takes a lot of time because you have to make sure the data fits the needs of data mining analysis. The analysis technique with linear regression involves three independent variables as Type Permissions, Type of User Account, Status, and the dependent variable, namely User Actions. The strongest effect was found in type_permissions and state when together on user_actions. The type_permissions variable keeps increasing when the state on the user is active. The status attribute also suffers from the same condition. Accrording to the results, our findings in root mean squared error is 37.614 and absolute error is 31.058, and mean absolute percentage about 23%. Furthermore, User_action as an estimated variable gives two data opportunities whether it is allowed or not. Therefore, in future research, it is necessary to map users of the database system still in the context of data mining when digging for information on excessive permissions.
Co-Authors Agus Darmawan Agus Pamuji Agus Pamuji Agus Pamuji Agus Pamuji Alfonzo, Hilman Ana Rusmardiana Anastasia D'Ornay Anto, Dwi Arman Syah Putra Arman Syah Putra Astuti, Lin Suciani Aswin Saputra Avini Nurazhimah Arfa Bay Haqi Bayu Jaya Tama Bayu Jaya Tama Caka Gatot Priambodo Caka Gatot Priambodo Danang Sutrisno Dona Katrina Endaryono Endaryono Fransisca Jallie Pattiruhu Hardian Mursito Harry Dhika, Harry Ida Fitriani Imam Sunoto, Imam Ismailah Ismailah Ismailah Ismailah Isna Juwita Ivan Fahrizal Jonser Sinaga Juliana Juliana Kursehi Falgenti Kusmayadi Kusmayadi LUKMAN, LUKMAN Mardiyati, Sri - Mudjianto Mudjianto Muhammad Abdul Hafids Muhammad Firman Ghozali Muhammad Tri Habibie Mustika, Fanisya Alva Muzaki Muzaki Nandang Suwela Nani Muliyani Nurfidah Dwitiyanti Permana, Aditya Aprilian Pujiastuti Pujiastuti Pujiastuti Pujiastuti Ragilio Aji Retna Ningsih Rudi Apriyadi Raharjo Rudi Hermawan Rudi Hermawan Rudi Prasetya Shedriko Shedriko Siti Mu'arifah Syamsiah, Syamsiah V H Valentino V. H. Valentino V.H. Valentino Yuli Haryanto