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All Journal Jurnal Informatika Jurnal Teknologi Informasi dan Ilmu Komputer JUITA : Jurnal Informatika POSITIF Sistemasi: Jurnal Sistem Informasi JOIV : International Journal on Informatics Visualization IJCIT (Indonesian Journal on Computer and Information Technology) JITK (Jurnal Ilmu Pengetahuan dan Komputer) Techno Nusa Mandiri : Journal of Computing and Information Technology SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Jurnal Teknologi Sistem Informasi dan Aplikasi J-SAKTI (Jurnal Sains Komputer dan Informatika) JURIKOM (Jurnal Riset Komputer) Jurnal Riset Informatika JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) JOISIE (Journal Of Information Systems And Informatics Engineering) CCIT (Creative Communication and Innovative Technology) Journal Jurnal SITECH : Sistem Informasi dan Teknologi Jutisi: Jurnal Ilmiah Teknik Informatika dan Sistem Informasi Progresif: Jurnal Ilmiah Komputer JUKANTI (Jurnal Pendidikan Teknologi Informasi) Jurnal Mnemonic Abdimasku : Jurnal Pengabdian Masyarakat Journal of Information Technology Ampera Jurnal Algoritma, Logika dan Komputasi Journal of Business and Audit Information System (JBASE) IJECS: Indonesian Journal of Empowerment and Community Services Jurnal Pendidikan dan Teknologi Indonesia Jurnal Indonesia : Manajemen Informatika dan Komunikasi J-SAKTI (Jurnal Sains Komputer dan Informatika) JUSTIN (Jurnal Sistem dan Teknologi Informasi) Jurnal Janitra Informatika dan Sistem Informasi Literasi: Jurnal Pengabdian Masyarakat dan Inovasi Jurnal Informatika: Jurnal Pengembangan IT Jurnal Pendidikan Teknologi Informasi (JUKANTI) Jurnal Indonesia : Manajemen Informatika dan Komunikasi Kesatria : Jurnal Penerapan Sistem Informasi (Komputer dan Manajemen) JuTISI (Jurnal Teknik Informatika dan Sistem Informasi)
Nina Setiyawati
Universitas Kristen Satya Wacana
Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Journal : JITK (Jurnal Ilmu Pengetahuan dan Komputer)

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SISTEM PENDUKUNG KEPUTUSAN PEMBERIAN KREDIT MENGGUNAKAN ALGORITMA C4.5 DAN METODE ANALYTICAL HIERARCHY PROCESS Aleksander Bagas; Nina Setiyawati
JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) Vol 6 No 1 (2020): JITK Issue August 2020
Publisher : LPPM Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1561.394 KB) | DOI: 10.33480/jitk.v6i1.1409

Abstract

PT. BPR Mekar Nugraha is one of the people's credit banks that has a high problem of bad credit. This is caused by many factors with one of the main factors namely the purpose of using credit is not in accordance with the credit application form. One way to solve the problem is by building a credit decision support system (SPK). In this research, SPK granting credit using C4.5 Algorithm and Analytical Hierarchy Process Method (AHP). The C4.5 is used as a calculation of customer data and AHP is used as a calculation of credit collateral. It is hoped that the SPK can provide alternative decisions and help credit analysts in the process of granting credit to customers. Of the 60 testing data used in the test, 71% of the test results are in accordance with the calculation of credit granting manually
SENTIMENT ANALYSIS ON THE PERMENDIKBUD CONCERN PREVENTION AND TREATMENT OF SEXUAL VIOLENCE IN HIGHER EDUCATIONAL ENVIRONMENTS USING SUPPORT VECTOR MACHINE (SVM) Reinhard Alfaries Saemani; Nina Setiyawati
JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) Vol 8 No 1 (2022): JITK Issue August 2022
Publisher : LPPM Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1279.43 KB) | DOI: 10.33480/jitk.v8i1.2807

Abstract

Social media is no longer a foreign thing for people in today's technological era, one of the social media that is often used is Twitter. Twitter is used to communicate with other people and Twitter users can also give each other opinions on an issue. By involving 1252 Tweets, this study aimed to use the Support Vector Machine (SVM) algorithm on Tweet data. The processes carried out in this research are crawling, cleaning, translate, labeling, tokenizing, stop words, stemming, SVM classification. .The results showed that the accuracy level of using the SVM algorithm after the param grid was 80.3% using the parameter C = 10; gamma = 0.1; and kernel = rbf as a benchmark in the classification process. This shows that the classification process using the SVM algorithm is quite accurate.
Co-Authors Ade Iriani Agustinus Fritz Wijaya Aleksander Bagas Andrean Richardo Andreas Adi Nugroho Andreas Gibran Nethanel Paat Andrew Robot Feldy Najoan Ariyansa, Budi Asmara, Gilang Windu Bangkalang, Dwi Hosanna Benedict Hardyanto Harjono Budhi Kristianto Danny Manongga Devylia Todingbua Dewi, Eka Kamilla Dian Novita Kristiyani Dinda Fitri Ningtyas Dwi Hosanna Bangkalang Dyarenggasto, Yuven Prisma Eben Haezer, Eben Haezer Yena Kristianto Ellyandrew, Bravelyan Edgar Randista Elya Eko Widiyanto Evangs Evangs Mailoa Gabrielle Beauty Linelejan Hanna Prillysca Chernovita Hanusia Manuel Oktrivania Zamili Hariyanto, Malvin Hendry, - Herlambang Adi Wicaksono Hindriyanto Dwi Purnomo Irwan Sembiring Jihot Lumban Gaol Juniarto Christiawan Hartono Kevin Harlim Lim Kinanthi, Wikan Chandra Kosasih, Billy Chrisdianta Kristiadi, Nidia Claressa Kristoko Dwi Hartomo Linelejan, Gabrielle Beauty Lumban Gaol, Jihot Maarif, Muhamad Makhasinul Magdalena Ariance Ineke Pakereng Markus Permadi Najoan, Andrew Robot Feldy Nataldo Noya Ningtyas, Dinda Fitri Permadi, Markus Pitarto, Yuhono Indra Posumah, Theresia Mutiara Prayogi, Yosef Agil Pribadi, Jemy Agung Purwoko, Agus Radius Tanone Rafael Jonathan Rani Kusuma Wardhani Raynaldo Raynaldo Raynaldo Raynaldo, Raynaldo Reinhard Alfaries Saemani Rezal Hiariej Riko Yudistira Saian, Pratyaksa Ocsa Nugraha Saluling, Jefferson Julystian Hendrik Sippan, Refli Bob Soebroto, Dorkas Tri Oktavena Sterry Fleanry Mulaki Susetyo, Yerymia Alfa Totti, Francesco Adhimas Tri Darma Krismanda Vania Harianto Putri Tjandra Vio Ayu Oktavia Putu Warisman Wicaksono Dwi Pamungkas Wijaya, Yemima Clara Yayi Suryo Prabandari Yerymia Alfa Susetyo Yohanes Puguh Suharjito Yos Richard Beeh Yos Richard Beeh Yudistira, Riko Yuliana T. B. Tacoh Yuny Tamariska Bota Yuven Prisma Dyarenggasto