Projects per year
Personal profile
Personal profile
Dr. Erick Purwanto 陈立科 is a Teaching Fellow at Xian 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 Machine Learning, Medical Imaging, and Technology Enhanced Learning.
Research interests
Machine Learning, Learning Analytics, Technology-Enhanced Learning
Experience
Teaching Fellow, Xian Jiaotong-Liverpool University, 2019-Present
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
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):
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
Keywords
- QA76 Computer software
Person Types
- Staff
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Bridging the Mental Health Knowledge Gap: Developing an AI-Enhanced Mental Health Literacy Platform for Teachers and Parents in XJTLU Affiliated Schools
Wen, R. (PI), Yan, R. (CoPI), Purwanto, E. (CoPI), Jin, L. (CoPI), Rehman, A. (CoPI), Sheng, Y. (CoPI) & Wu, M. (CoPI)
1/06/25 → 31/12/25
Project: Collaborative Research Project
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Application of Machine Learning and Transform Methods to Classify ASD EEG Signals
Melinda (PI), Li, N. (CoI), Juwono, F. (CoI), Qi, J. (CoI), Seong, M. (CoI), Purwanto, E. (CoI), Oktiana, M. (Team member) & Yunidar (Team member)
28/03/24 → 31/12/25
Project: Collaborative 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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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
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Effective Use of Digital Textbooks: A Hybrid Framework of Acceptance and Self-Determination in Higher Education Programming Courses
Ma, T., Al-Adwan, A. S., Li, N., Purwanto, E., Meng, W. & Liang, H.-N., 26 May 2025, In: IEEE Transactions on Education. 68, 3, p. 312-321 10 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
EmoMA-Net: A Novel Model for Emotion Recognition Using Hybrid Multimodal Neural Networks in Adaptive Educational Systems
Wu, T., Huang, Y., Purwanto, E. & Craig, P., 24 Jan 2025, ICBDE 2024 - 2024 the 7th International Conference on Big Data and Education. Association for Computing Machinery, Inc, p. 65-71 7 p. (ICBDE 2024 - 2024 the 7th International Conference on Big Data and Education).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
2 Citations (Scopus) -
Enhancing EFL Writing with Visualised GenAI Feedback: A Cognitive Affective Theory of Learning Perspective on Revision Quality, Emotional Response, and Human-Computer Interaction
Zou, B., Wang, C., He, H., Li, C., Purwanto, E. & Wang, P., Aug 2025, In: Learning and Motivation. 91, 102158, 102158.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus)
Activities
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The 8th National University Contest on Intelligent Robotic Innovations
Thomas Selig (Other), Erick Purwanto (Other), Haotian Guo (Participant), Zihan Liang (Participant) & Feixiang Yao (Participant)
4 Jul 2025Activity: Other
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Mindful Monitoring: Detecting Learner Engagement with Wearable Technology
Erick Purwanto (Supervisor)
1 Jul 2025 → 28 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
Erick Purwanto (Supervisor)
1 Jul 2025 → 28 Aug 2025Activity: Supervision › Completed SURF Project
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CodeBot: Natural Language-Based Robot Programming with AI Assistance
Erick Purwanto (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