Research
As a lecturer, one of my tasks is doing research. My research interests include natural language processing, machine learning, and deep learning technology applied in many specific domains, such as computational journalism. My previous research was related to disaster management, social network analysis, information technology management, and platform-based application development.
| Year | Research Title | Source of Funding |
|---|---|---|
| 2025-2026 | Gen-Z Information Literacy Model in Countering Social Media Disinformation in the Era of Disruptive AI | Ministry of Higher Education, Science, and Technology Republic of Indonesia |
| 2024-2025 | The Use of Machine Learning and Deep Learning for Student Peer Review Data Classification | Universitas Atma Jaya Yogyakarta |
| 2024-2025 | Systematics of Literature Review: The Use of Machine Learning in Students’ Peer Review Activities | Universitas Atma Jaya Yogyakarta |
| 2024-2025 | Improving The Capacity of Indonesian Digital Creators in Writing Social Media Content with A Quality Journalism Model | Kedaireka Matching Fund Program |
| 2019-2023 | Extraction And Attribution of Public Figures Statements for Journalism in Indonesia Using Deep Learning | Universitas Atma Jaya Yogyakarta (Ph.D. Research) |
| 2017-2018 | Development of Crime Information Center and Location-aware System Services for Crime Actions | Indonesian’s Directorate General of Research and Development Strengthening, Ministry of Research, Technology and Higher Education |
| 2015-2016 | Analysis and Design of Application for Natural Disasters Refugees Data Collection using SMS Gateway and Location-Based Service (LBS) | Indonesian’s Directorate General of Higher Education |
| 2015-2016 | Development of Village and Integrated Rural Areas Information Systems in Accordance with Village Development Goals in the Village Law Number 6/2014 | Indonesian’s Directorate General of Higher Education |
| 2013-2014 | Development of Collaborative Information Services for Yogyakarta Cultural Tourism using Mobile Web and Location-Based Service | Indonesian’s Directorate General of Higher Education |
| 2013-2014 | Development of Batik E-Directory using Mobile Web and Location-Based Services as an Effort to Preserve Yogyakarta and Surakarta Batik | Indonesian’s Directorate General of Higher Education |
| 2012 | Analysis and Design of Community Finder Tools using Social Network Analysis and Visualization Methodology | Universitas Atma Jaya Yogyakarta |
| 2011 | Analysis and Design of UAJY Brand Monitoring Tools in Twitter Social Network | Universitas Atma Jaya Yogyakarta |
| 2010 | Development of Integration Tools for E-Learning System and Academic Information System (Case Study: Universitas Atma Jaya Yogyakarta) | Universitas Atma Jaya Yogyakarta |
| 2010 | Development of Mobile and Web-based Software for Collaborative Descriptive Location Geocoding Process | Universitas Atma Jaya Yogyakarta |
| 2008 | Development of Internet Services for Antivirus Application using Web Services | Universitas Atma Jaya Yogyakarta |