Caecilia Citra

Citra Lestari, S.Kom., M.Kom.

Joined:

2008

Major:

Informatics

Academic rank:

Assistant Professor

Caecilia Citra, S.Kom., M.Kom. is a Assistant Professor in Universitas Ciputra. She joined Universitas Ciputra since 2008 and currently part of Informatics. Due to her experience and skill background in software engineering, especially programming and datamining, she has the responsibility to teach several programming subjects including Algorithm and Programming, Programming Technique, and Biga Data. In addition, she also teaches Entrepreneurship subject in multidisciplinary classes. Her current research and interest are in Artificial Intelligence, including Natural Language Processing, and Computer Vision with Deep Learning.

Author Pages

Google Scholar	https://scholar.google.co.id/citations?user=bmgbMigAAAAJ
SINTA	https://sinta.kemdikbud.go.id/authors/profile/6014590

International Journal indexed by Scopus/WoS

• Nature-based Hyperparameter Tuning of a Multilayer Perceptron Algorithm in Task Classification: A Case Study on Fear of Failure in Entrepreneurship. Journal of Applied Data Sciences (2025)

International Journal

• Design of Conversion Module from Korean Video to English Text for English Subtitle Generator Using Hidden Markov Model Algorithm. International Journal of Applied Engineering Research (2014)

National Journal indexed by Sinta

• Comparative Analysis of IndoBERT and mBERT for Online Gambling Comment Detection in Indonesian Social Media. Jurnal Teknik Informatika (JUTIF) (2026)
• Intelligent Segmentation of Road Surface Damage Using Deep Learning Approaches. Insyst : Journal of Intelligent System and Computation (2026)
• YOLOv5 Implementation for Image Classification in Indonesian Cuisine Calorie Estimation System. JUTISI (2025)
• Penggunaan Kamus Singkatan Kata Bahasa Indonesia Sehari-Hari dalam Pembangkitan Fitur Teks. Jurnal Informatika Universitas Pamulang (2023)
• What do Indonesians talk when they talk about COVID-19 Vaccine: A Topic Modeling Approach with LDA. JUITA: Jurnal Informatika (2022)
• Klasifikasi Bahasa Isyarat Amerika menggunakan Convolutional Neural Network. JUSTIN (Jurnal Sistem dan Teknologi Informasi) (2022)
• Analisis Sentimen Pandangan Netizen Indonesia Terhadap Vaksin COVID-19 Menggunakan Multi-Layer Perceptron. Jurnal Teknik Informatika dan Sistem Informasi (2022)
• Rancang Bangun Sistem Rekomendasi Makanan Alternatif Berkalori Lebih Rendah Berbasis Konten Menggunakan Hierarchical Clustering. Jurnal Nasional Teknika (2021)

National Journal

• Workshop Computational Thinking untuk Guru SD, SMP dan SMA oleh Biro Bebras Universitas Ciputra Surabaya. Jurnal LeECOM (2022)
• WORKSHOP MEMBUAT WEBSITE BERBASIS PLATFORM WORDPRESS.COM (2020)
• Deskripsi Kemudahan dan Kemenarikan Aplikasi Game Bagi Anak Usia Sekolah Dasar (Studi Kasus Kota Surabaya). JUISI (2017)
• Rancang Bangun Fitur Pencarian Kontak Tamu yang Tidak Diketahui pada Webinvito Design dengan Web Crawling Social Media Facebook. Surabaya (2015)

International Proceeding

• Development of Decision Tree Model to Predict Student’s Performance on Entrepreneurship Education based on Entrepreneur Capacity Mapping (ECM). International Conference on Entrepreneurship Education (2014)

National Proceeding

• IDENTIFIKASI PERAN APLIKASI GAMES YANG DIHARAPKAN GURU DAN ORANG TUA DALAM PEMBELAJARAN MANDIRI ANAK USIA SEKOLAH DASAR (STUDI KASUS KOTA SURABAYA). Seminar Nasional Vokasi dan Teknologi (SEMNASVOKTEK) 2016 (2016)
• Pengembangan Model Pengklasifikasi Naive Bayes untuk Seleksi Penelusuran URL Halaman Detail Informasi Produk Tas Wanita pada Situs X. Surabaya (2015)

Formal Educations

Year	Level	School/Institution/University
1999	S1	Institut Teknologi Sepuluh November
2005	S2	Institut Teknologi Sepuluh November