Rama Aria Megantara, M.Kom

Dosen Teknik Informatika

Fakultas Ilmu Komputer, Universitas Dian Nuswantoro, Kota Semarang

aria@dsn.dinus.ac.id

Penelitian dan Pengabdian Internal

1. 2023 – DETEKSI KULIT MANUSIA MENGGUNAKAN NORMAL PROBABILITY DENSITY FUNCTION DENGAN MEMANFAATKAN REGION WAJAH PADA CITRA BERWARNA
2. 2022 – Pengembangan Model RFM untuk perilaku pembelian pelanggan pada UMKM menggunakan teknik cluster
3. 2021 – Prediksi Sentimen Masyarakat Terhadap Penggunaan Vaksin Covid 19 Menggunakan RNN Berbasis LSTM
4. 2021 – Arsitektur Optimalisasi Computing Server Menggunakan Docker Pada PDIK Universitas Dian Nuswantoro
5. 2022 – DIABETES MELLITUS ATTRIBUTE CLASSIFICATION USING THE NAIVE BAYES ALGORITHM BASED ON FORWARD SELECTION
   

Publikasi Jurnal

1. 2024 – Kinetik’s policies update. Universitas 9
2. 2023 – IMPLEMENTATION OF LSTM (LONG SHORT TERM MEMORY) ALGORITHM TO PREDICT WEATHER IN CENTRAL JAVA. Jurnal Teknik Informatika (Jutif) 4 (6), 1347-1357
3. 2023 – Integrating Grey Wolf Optimizer for Feature Selection in Birdsong Classification Using K-Nearest Neighbours Algorithm. International Journal of Intelligent Engineering & Systems 16 (6)
4. 2023 – LDA Topic Analysis for Product Reviews in Social Media Platform. Moneter: Jurnal Keuangan dan Perbankan 11 (2), 277-283        
5. 2023 – RFM Analysis for Customer Lifetime Value with PARETO/NBD Model in Online Retail Dataset. Moneter: Jurnal Keuangan dan Perbankan 11 (2), 284-290        
6. 2023 – Architecture development of middleware and API for IOT-based Red Onion farming. 2023 International Seminar on Application for Technology of Information and Communication (iSemantic)
7. 2023 – PENGEMBANGAN MODEL ANALISA DISKUSI TOPIC PRODUK MENGGUNAKAN LATENT DIRICHLET ALLOCATION PADA PLATFORM YOUTUBE. Prosiding Seminar Nasional Informatika 1 (1), 642-648        
8. 2023 – PENGEMBANGAN MODEL ANALISA PELANGGAN MENGGUNAKAN CUSTOMER LIFETIME VALUE. Prosiding Seminar Nasional Informatika 1 (1), 594-598. 2023 – Kinetik’s policies update
9. Universitas 8 (2)
10. 2023 – Implementation of RFM method and K-Means algorithm for Customer Segmentation in E-Commerce with Streamlit. ILKOM Jurnal Ilmiah 15 (1), 32-44
11. 2023 – Implementation Of Extreme Gradient Boosting Algorithm For Predicting The Red Onion Prices. Moneter: Jurnal Keuangan dan Perbankan 11 (1), 18-27
12. 2022 – DIABETES MELLITUS ATTRIBUTE CLASSIFICATION USING THE NAIVE BAYES ALGORITHM BASED ON FORWARD SELECTION. Jurnal Teknologi Informasi Universitas Lambung Mangkurat (JTIULM) 7 (2), 167-174
13. 2022 – PREDIKSI SENTIMEN MASYARAKAT TERHADAP PENGGUNAAN VAKSIN COVID 19 MENGGUNAKAN RNN. Jurnal Informatika Upgris 8 (1)
14. 2022 – 2022 – Implementation Of ETL E-Commerce For Customer Clustering Using RFM And K-Means Clustering