Personal profile
Personal profile
Dr. Erick Purwanto 陈立科 is a Senior Teaching Fellow at Xi'an Jiaotong-Liverpool University (XJTLU) at the Computing Department of School of Advanced Technology. He received both Ph.D and M.Comp degree from National University of Singapore (NUS). His research interests are Affective Computing, Social Computing, and Learning Analytics.
Research interests
Machine Learning, Learning Analytics, Technology-Enhanced Learning
Experience
Senior Teaching Fellow, Xian Jiaotong-Liverpool University, 2025-Present
Teaching Fellow, Xian Jiaotong-Liverpool University, 2019-2025
Lecturer, Duta Wacana Christian University, 2012-2014
Teaching
CSE108 Operating Systems Concepts
INT305 Machine Learning
CSE210 Advanced Object-Oriented Programming
CSE205 Introduction to Networking
CSE105 Introduction to Programming in Java
Education/Academic qualification
FHEA, Fellow of the Higher Education Academy
Ph.D in Computer Science, National University of Singapore
M.Comp, National University of Singapore
B.Com, Gadjah Mada University
Research areas
- Machine Learning
- Learning Analytics
- Technology-enhanced Learning
- Social computing
- Affective computing
Keywords
- QA76 Computer software
Person Types
- Staff
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
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ProjectAI: An AI-Powered Platform for Personalised Project Ideation and Assessment Redesign
Zhang, Q. (PI), Song, J. (CoPI), Purwanto, E. (CoPI), Su, Z. (CoPI), Wang, Y. (CoPI) & He, T. (CoPI)
4/05/26 → 21/08/26
Project: Internal Research Project
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Nurturing Computational Thinking Through Project-Based Learning in High Schools
Zhang, Q. (PI), Purwanto, E. (CoPI) & Selig, T. (PI)
1/03/24 → 30/06/27
Project: Internal Research Project
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Identification of at-risk students based on learning analytics: a Machine Learning approach
Selig, T. (PI), Purwanto, E. (CoPI) & Zhang, Q. (CoPI)
1/03/24 → 28/02/27
Project: Internal Research Project
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Implementing Computational Thinking Education in K-12 and Higher Education
Zhang, Q. (PI), Purwanto, E. (CoPI), Selig, T. (CoPI), Li, N. (CoPI), Sun, D. (CoPI), Paracha, S. (CoPI), Xu, S. (CoPI) & Luo, Y. (CoPI)
14/11/23 → 28/08/26
Project: Internal Research Project
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Enhancing Big Data Analytics Teaching through Competition-based Learning Using Kaggle Platform
Fan, P. (PI), Li, N. (CoI), Purwanto, E. (CoI), Tay, T. T. (CoI) & Wang, J. (CoI)
1/09/23 → 30/09/26
Project: Internal Research Project
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Gamifying compassion: Mitigating dialect prejudice through an AI-driven serious game
Lu, S., Purwanto, E., Liu, H., Chaouch-Orozco, A. & Li, A., 2026, Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI ’26).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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M2DG-TPV: A Matrix-Based Tri-Perspective View 3-D Perception Model With 2-D Gaussian Recovered Voxels
Yang, F., Guan, R., Man, K. L., Purwanto, E., Smith, J. S. & Yue, Y., 2026, In: IEEE Access. 14, p. 21105-21118 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Microalgal density modeling using a low-cost spectral sensor: A Kolmogorov–Arnold network approach
Teoh, Y. J., Wong, W. K., Juwono, F. H., Ling, J. S. K., Lau, S. Y. & Purwanto, E., Jan 2026, In: Computers and Electronics in Agriculture. 240, 111171.Research output: Contribution to journal › Article › peer-review
Open Access -
AI-Generated Visual Feedback as a Writing Aid: Improving Visual Data Description Skills in EFL Learners
Purwanto, E., Xiao, X., Liao, J., Niu, T. & Liu, E., 27 Aug 2025, EUROCALL 2025 Advancing CALL: new research agendas.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Conceptual Model to Examine Students' Use of H5P Technology in Online Learning Environments: The Integration of the Unified Theory of Acceptance and Use of Technology Model and Perceived Pedagogical Value Model
Yang, G., Kim, J., Young, D., Chen, X., Li, N. & Purwanto, E., Dec 2025, In: European Journal of Education. 60, 4, e70286.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
Activities
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The 8th National University Contest on Intelligent Robotic Innovations
Selig, T. (Other), Purwanto, E. (Other), Guo, H. (Participant), Liang, Z. (Participant) & Yao, F. (Participant)
4 Jul 2025Activity: Other
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Mindful Monitoring: Detecting Learner Engagement with Wearable Technology
Purwanto, E. (Supervisor)
1 Jul 2025 → 28 Aug 2025Activity: Supervision › Completed SURF Project
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CodeBot: Natural Language-Based Robot Programming with AI Assistance
Purwanto, E. (Supervisor)
1 Jul 2025 → 28 Aug 2025Activity: Supervision › Completed SURF Project
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SparkDialogue: A Multi-Agent Framework for Fostering Dynamic Student Discussion
Selig, T. (Supervisor) & Purwanto, E. (Co-supervisor)
1 Jul 2025 → 31 Aug 2025Activity: Supervision › Completed SURF Project
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Gamifying Linguistic Perception: A Web-Based Approach to Studying Mandarin Accent Attitudes Across Chinese Dialects
Purwanto, E. (Supervisor)
1 Jul 2025 → 28 Aug 2025Activity: Supervision › Completed SURF Project