Researcher Database

（Last updated : 2026-06-09 12:31:06）　

VALENTINUS ROBY HANANTO

Department / Course College of Information Science and Engineering Department of Information Science and Engineering

Title / Position Lecturer

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Business career
1.	2024/04/01 ～	Lecturer │ College of Information Science and Engineering │ Ritsumeikan University
2.	2022/09 ～ 2024/03	Assistant Professor │ Department of Information Systems │ Dinamika University

Qualification and license
1.	2015/08	Oracle Database Administrator Certified Associate

Present specialized field
Keyword：Data Science, Machine Learning, Business Intelligence

Papers
1.	2026/05/02	Data-Driven Agent-Based Evacuation Simulation in a Campus Digital Twin │ Mohd Subha, N.A., Abdul Wahab, N., Leow, P.L., Wahid, H., Hussin, S.M., Mohamed, Z. (eds), Systems Modelling and Simulation, Proc. of the int. conf. SMS 2026. Communications in Computer and Information Science │ 2956,pp.58-72
2.	2025/12/12	Transformer-based Text Segmentation for Indonesian: Benchmarking and Application to Abstractive Summarization │ Proceedings of the 9th International Conference on Algorithms, Computing and Systems │ 9,pp.92-98
3.	2025/10	A Deep Reinforcement Learning Approach to Roundabout Traffic Signal Control │ Proceedings of the 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference │ ,pp.1412-1417
4.	2025/10	An Information-Theoretic Approach to Data Selection for Generative Topic Modeling │ Proceedings of the 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference │ ,pp.694-699
5.	2023/12/28	Implementation of Dynamic Topic Modeling to Discover Topic Evolution on Customer Reviews │ Jurnal Online Informatika │ 8 (2),pp.147-157
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Academic conference presentation
1.	2025/12/12	Transformer-based Text Segmentation for Indonesian: Benchmarking and Application to Abstractive Summarization

Other research achievements
1.	2023/08	Program Committee member for the 35th IEEE International Conference on Software Engineering Education and Training (CSEE&T 2023) (Tokyo, Japan) (Tokyo, Japan)

Grants-in-Aid for Scientific Research -KAKENHI-
1.	2024/07/31 ～ 2026/03/31	A text segmentation-enhanced dynamic topic modeling for automated document labeling system │ Grant-in-Aid for Research Activity Start-up

Home Page
e-Society Laboratory

Department laboratory expense researcher number
91006816

External Researcher ID
ORCID ID
0000-0003-1988-3168