Theresia Ratih Dewi Saputri

Theresia Ratih Dewi Saputri, S.Kom., M.Sc., Ph.D.

Joined:

2020

Major:

Informatics

Academic rank:

Associate Professor

Theresia Ratih Dewi Saputri, S.Kom., M.Si., Ph.D. adalah Dosen Universitas Ciputra. Beliau bergabung dengan Universitas Ciputra sejak tahun 2020 dan saat ini menjadi bagian dari Informatika.

Author Pages

ORCiD	https://orcid.org/0000-0002-9234-2889
Google Scholar	https://scholar.google.co.id/citations?user=lSKrRNAAAAAJ
Scopus	https://www.scopus.com/authid/detail.uri?authorId=56137061800
SINTA	https://sinta.kemdikbud.go.id/authors/profile/6759916

Expertise

• Software Engineering
• Sustainability
• Machine Learning

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)
• House Price Prediction Model Using Random Forest in Surabaya City. TEM Journal (2023)
• Lost item identification model development using similarity prediction method with CNN ResNet algorithm. Journal of Autonomous Intelligence (2023)
• Online Measuring Feature for Batik Size Prediction using Mobile Device: A Potential Application for a Novelty Technology. Journal of Applied Data Sciences (2023)
• Post-Pandemic Analysis of House Price Prediction in Surabaya: A Machine Learning Approach. Journal of Southwest Jiaotong University (2022)
• The application of machine learning in self-adaptive systems: a systematic literature review (2021)

National Journal indexed by Sinta

• Machine Learning Approaches for Predicting Seasonal Stock Trends. IJCCS (Indonesian Journal of Computing and Cybernetics Systems) (2026)
• Comparative Study of BiLSTM, RoBERTa, and DistilGPT-2 Models in Sentiment Analysis on YouTube Comments. bit-Tech (2026)
• COMPARATIVE STUDY OF CNN-BASED ARCHITECTURES ON EYE DISEASES CLASSIFICATION USING FUNDUS IMAGES TO AID OPHTHALMOLOGIST. Jurnal Teknik Informatika (JUTIF) (2025)
• Detecting YouTube Clickbait with Transformer Models: A Comparative Study. IJCCS (Indonesian Journal of Computing and Cybernetics Systems) (2025)
• Benchmarking Model Transformer Modern untuk Analisis Sentimen dan Tren Konsumen dalam Industri Fashion. Edumatic : Jurnal Pendidikan Informatika (2025)
• Comparative Study on Machine Learning Algorithms for Code Smell Detection. Sinkron: Jurnal dan Penelitian Teknik Informatika (2025)
• Penerapan Metode Image-to-Speechmelalui Kamera dalam Aplikasi berbasis Kecerdasan Buatan untuk Orang dengan Disleksia. Jurnal Informatika Universitas Pamulang (2024)
• Comparative Study on Regression Algorithms for Predicting Price of Online Course: Udemy Case Study. Jurnal Informatika Universitas Pamulang (2023)
• Rancang Bangun Aplikasi Diet untuk Ibu Menyusui Pasca Persalinan dengan Algoritma Mifflin-St Jeor. Jurnal Pengembangan IT (2023)
• What do Indonesians talk when they talk about COVID-19 Vaccine: A Topic Modeling Approach with LDA. JUITA: Jurnal Informatika (2022)
• Training of Trainers (TOT) Data Science for Teaching Doctors. ABDIMAS UMTAS (2022)
• Analisis Sentimen Pandangan Netizen Indonesia Terhadap Vaksin COVID-19 Menggunakan Multi-Layer Perceptron. Jurnal Teknik Informatika dan Sistem Informasi (2022)

National Journal

• MINI SERI COMPUTATIONAL THINGKING UNTUK GURU SEKOLAH YAYASAN CIPUTRA PENDIDIKAN. Jurnal Pendidikan dan Pengabdian Masyarakat (2021)

International Proceeding indexed by Scopus/WoS, IEEE Explore

• An Implementation of Support Vector Machine Classification for Developer Academy Acceptance Prediction Model. 2021 2nd International Conference on Innovative and Creative Information Technology (ICITech) (2021)

Formal Educations

Year	Level	School/Institution/University
2007 - 2011	S1	Institut Teknologi Sepuluh November
2012 - 2014	S2	Ajou University
2014 - 2020	S3	Ajou University