Article Per Year (5 Year)
p-Index From 2021 - 2026
1.881
P-Index
This Author published in this journals
All Journal snimed Seminar Nasional Aplikasi Teknologi Informasi (SNATI) JURNAL SISTEM INFORMASI BISNIS Jurnal Informatika Telematika : Jurnal Informatika dan Teknologi Informasi Jurnal Edukasi dan Penelitian Informatika (JEPIN) JIKO (Jurnal Informatika dan Komputer) BERDIKARI : Jurnal Inovasi dan Penerapan Ipteks Indonesian Journal of Artificial Intelligence and Data Mining JUTEI (Jurnal Terapan Teknologi Informasi) KACANEGARA Jurnal Pengabdian pada Masyarakat MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Jurnal Pemberdayaan: Publikasi Hasil Pengabdian Kepada Masyarakat Mobile and Forensics JOURNAL OF INFORMATION SYSTEM MANAGEMENT (JOISM) Journal of Intelligent Computing and Health Informatics (JICHI) Decode: Jurnal Pendidikan Teknologi Informasi Prosiding Seminar Nasional Program Pengabdian Masyarakat International Journal of Healthcare Research Journal Global Technology Computer Jurnal Pengabdian Masyarakat Terapan
Arfiani Nur Khusna
Universitas Ahmad Dahlan
Agriculture, Biological Sciences & Forestry Arts Humanities Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mechanical Engineering Medicine & Pharmacology Neuroscience Public Health Social Sciences Other

Published : 30 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 2 Documents
Search
Journal : Mobile and Forensics

 1 
Naive Bayes for Thesis Labeling Nurhayati, Fitria; Khusna, Arfiani Nur; Saputra, Dimas Chaerul Ekty
Mobile and Forensics Vol 3, No 1 (2021)
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/mf.v3i1.3763

Abstract

The thesis preparation in the Department of Informatics Universitas Ahmad Dahlan is divided into two areas of interest, namely Intelligent Systems and Software and Data Engineering. Existing thesis title data is only used as an archive and has never been processed or classified to determine the trend of thesis topics based on student interest each year. The stages include data collection, the data is divided into two parts (training data and test data), manual labeling of training data, text preprocessing, and classification using Naive Bayes. The results show the trend of thesis title taking from 2013 to 2018 shows the thesis trend in the field of Intelligent Systems and Software. Accuracy testing uses Confusion Matrix and K-Fold Cross Validation with a k value is 10, has a value of 94.60%, precision of 97.30%, and a recall of 85.70%.
Naive Bayes for Thesis Labeling Nurhayati, Fitria; Khusna, Arfiani Nur; Saputra, Dimas Chaerul Ekty
Mobile and Forensics Vol. 3 No. 1 (2021)
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/mf.v3i1.3763

Abstract

The thesis preparation in the Department of Informatics Universitas Ahmad Dahlan is divided into two areas of interest, namely Intelligent Systems and Software and Data Engineering. Existing thesis title data is only used as an archive and has never been processed or classified to determine the trend of thesis topics based on student interest each year. The stages include data collection, the data is divided into two parts (training data and test data), manual labeling of training data, text preprocessing, and classification using Naive Bayes. The results show the trend of thesis title taking from 2013 to 2018 shows the thesis trend in the field of Intelligent Systems and Software. Accuracy testing uses Confusion Matrix and K-Fold Cross Validation with a k value is 10, has a value of 94.60%, a precision of 97.30%, and a recall of 85.70%.
Co-Authors Aretama, Lucky Barga Arief, Muh. Rudyanto Dimas Chaerul Ekty Saputra Evitasari, Rachma Tia Habie, Khairul Fathan Ika Arfiani Krisvan Patra Delasano Kusrini, _ Liena Sofiana Liena Sofiana Lisna Zahrotun Muh. Rudyanto Arief Muh. Rudyanto Arief Murein Miksa Mardhia Murinto Murinto Nugraha, Fahmi Ardhi Nur Rochmah Dyah PA Nurhayati, Fitria Perwira, Luqman Tifa Prabowo, Ferry Agung Prakasa, Anabela Aji Putra, Ulinnuha Yudiansa Putri, Okhy Kharisma Rahmawati, Fitri Maulidah Rizkawati, Luthvi Rusydi Umar Safri Adam Sunardi Sunardi Suyahman Suyahman Ulinnuha Yudiansa Putra Yudhiakto Pramudya Yulianto, Dinan _ Kusrini _ Kusrini