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Soonja Yeom

Soon-ja Yeom

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affiliation: University of Tasmania, Sandy Bay, Tasmania

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2020 – today

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2025
[j15]
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Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy:
From Fusion to Adaptation: Investigation on Enhancing Multimodal Biometric Authentication Systems. IEEE Access 13: 146169-146188 (2025)
[j14]
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Wenli Yang, Yuan Lu, Soonja Yeom, David Herbert:
Adapting GenAI Strategies: Understanding Models, Aims, and Challenges in Different Targeted Data and Domains. IEEE Access 13: 185181-185217 (2025)
[j13]
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Yuan Lu, Soonja Yeom, Riseul Ryu, Soo-Hyung Kim:
Course-Level Clustering to Enhance Dropout Prediction Accuracy. IEEE Access 13: 204996-205013 (2025)
[j12]
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Shivangi Gheewala, Shuxiang Xu, Soonja Yeom:
Deep attention dynamic representation learning networks for recommender system review modeling. Big Data Res. 40: 100521 (2025)
[j11]
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Shivangi Gheewala, Shuxiang Xu, Soonja Yeom:
In-depth survey: deep learning in recommender systems - exploring prediction and ranking models, datasets, feature analysis, and emerging trends. Neural Comput. Appl. 37(17): 10875-10947 (2025)
[c24]
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Thanh Hoang Son Vo, Quang-Vinh Nguyen, Seungwon Kim, Hyung-Jeong Yang, Soonja Yeom, Soo-Hyung Kim:
ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion. AVSS 2025: 1-6
[i5]
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  - journals/corr/abs-2505-02849
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Mohsen Balavar, Wenli Yang, David Herbert, Soonja Yeom:
Enhancing tutoring systems by leveraging tailored promptings and domain knowledge with Large Language Models. CoRR abs/2505.02849 (2025)
[i4]
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Israel Fianyi, Soonja Yeom, Ju-Hyun Shin:
Comparative Studies: Cloud-Enabled Adaptive Learning System for Scalable Education in Sub-Saharan. CoRR abs/2506.23851 (2025)
[i3]
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  - journals/corr/abs-2507-12804
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Hoang-Son Vo, Quang-Vinh Nguyen, Seungwon Kim, Hyung-Jeong Yang, Soonja Yeom, Soo-Hyung Kim:
ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion. CoRR abs/2507.12804 (2025)
2024
[j10]
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Shivangi Gheewala, Shuxiang Xu, Soonja Yeom, Sumbal Maqsood:
Exploiting deep transformer models in textual review based recommender systems. Expert Syst. Appl. 235: 121120 (2024)
[j9]
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Mohammad Mustaneer Rahman, Robert Ollington, Soonja Yeom, Nadia Ollington:
Generalisable sensor-free frustration detection in online learning environments using machine learning. User Model. User Adapt. Interact. 34(4): 1493-1527 (2024)
[j8]
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Shivangi Gheewala, Shuxiang Xu, Soonja Yeom:
Deep shared learning and attentive domain mapping for cross-domain recommendation. User Model. User Adapt. Interact. 34(5): 1981-2038 (2024)
2023
[j7]
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Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy:
A Comprehensive Survey of Context-Aware Continuous Implicit Authentication in Online Learning Environments. IEEE Access 11: 24561-24573 (2023)
[j6]
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Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy:
The design and evaluation of adaptive biometric authentication systems: Current status, challenges and future direction. ICT Express 9(6): 1183-1197 (2023)
[c23]
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Mohammad Mustaneer Rahman, Soonja Yeom, Nadia Ollington, Robert Ollington:
Affective Lexicon for Intelligent Tutoring Systems. ICALT 2023: 293-295
2022
[c22]
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Lachlan Hardy, Erin Roehrer, Soonja Yeom:
The Elephant Broke the Room - Digital Innovation is Hampered by a Lack of Digital Competency and Self-Managed Technical Support. ACIS 2022: 97
[c21]
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Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy:
An Adaptive Biometric Authentication System for Online Learning Environments Across Multiple Devices. AIED (2) 2022: 375-378
[c20]
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Chunping Li, Soonja Yeom, Julian R. Dermoudy, Kristy de Salas:
Cognitive Load Measurement in the Impact of VR Intervention in Learning. ICALT 2022: 325-329
[c19]
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Soonja Yeom, Nicole Herbert, Riseul Ryu:
Project-Based Collaborative Learning Enhances Students' Programming Performance. ITiCSE (1) 2022: 248-254
[c18]
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Chunping Li, Mingxi Li, Chuan-Liang Huang, Yi-Tong Tseng, Soo-Hyung Kim, Soonja Yeom:
Educational Data Mining in Prediction of Students' Learning Performance: A Scoping Review. WCCE 2022: 361-372
2021
[j5]
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Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert:
Continuous Multimodal Biometric Authentication Schemes: A Systematic Review. IEEE Access 9: 34541-34557 (2021)
[j4]
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Heemoon Yoon, Mira Park, Soonja Yeom, Matthew T. K. Kirkcaldie, Peter F. Summons, Sang-Hee Lee:
Automatic Detection of Amyloid Beta Plaques in Somatosensory Cortex of an Alzheimer's Disease Mouse Using Deep Learning. IEEE Access 9: 161926-161936 (2021)
[j3]
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  - journals/sensors/DoKYLY21
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Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, Soonja Yeom:
Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models. Sensors 21(7): 2344 (2021)
[i2]
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  - journals/corr/abs-2102-06884
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Ali Raza, Lachlan Hardy, Erin Roehrer, Soonja Yeom, Byeong Ho Kang:
GPSPiChain-Blockchain based Self-Contained Family Security System in Smart Home. CoRR abs/2102.06884 (2021)
2020
[c17]
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Kym Young, Julian R. Dermoudy, Ian J. Lewis, Soonja Yeom, Kristy de Salas:
A Digital Future in Virtual Reality - Insights for Training. ACIS 2020: 26
[c16]
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Zhe Wei, Soonja Yeom, Riseul Ryu:
UTAS-Ride: organization-based ridesharing platform for commuters. ACIS 2020: 67
[c15]
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Riseul Ryu, Soonja Yeom, Soo-Hyung Kim:
Continuous multibiometric authentication for online exam with machine learning. ACIS 2020: 92
[c14]
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Riseul Ryu, Soonja Yeom:
Blockchain-based renewable energy trading system with smart contract in a small local community. SMA 2020: 224-230
[p1]
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Soonja Yeom, Andrew E. Fluck, Arthur Sale:
Indications for Kinesthetic Learning Through Haptic Devices. Encyclopedia of Education and Information Technologies 2020: 1-8
[i1]
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  - journals/corr/abs-2001-07546
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Yiming Zhong, Yuan Tian, Mira Park, Soonja Yeom:
Exploring an Application of Virtual Reality for Early Detection of Dementia. CoRR abs/2001.07546 (2020)

2010 – 2019

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2019
[j2]
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Hai Duong Nguyen, Soonja Yeom, Gueesang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim:
Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks. Int. J. Pattern Recognit. Artif. Intell. 33(11): 1940015:1-1940015:17 (2019)
[c13]
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Lachlan Hardy, Meredith Castles, Soonja Yeom, Byeong Ho Kang:
Challenges and Prospects of a Robotics Course to Supplement Australia's Digital Technology Curriculum. ICALT 2019: 224-226
[c12]
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Eunji Lee, Htet Myet Lynn, Hyoungju Kim, Soonja Yeom, Pankoo Kim:
Semantic analysis for paraphrase identification using semantic role labeling. SAC 2019: 2135-2138
2018
[c11]
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Htet Myet Lynn, Soonja Yeom, Pankoo Kim:
ECG-based biometric human identification based on backpropagation neural network. RACS 2018: 6-10
2017
[j1]
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Soonja Yeom, Derek L. Choi-Lundberg, Andrew E. Fluck, Arthur Sale:
Factors influencing undergraduate students' acceptance of a haptic interface for learning gross anatomy. Interact. Technol. Smart Educ. 14(1): 50-66 (2017)
[c10]
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Soonja Yeom, Andrew E. Fluck, Arthur Sale:
Evaluating Acceptance of a Haptic Learning Resource from Various Perspectives. WCCE 2017: 243-250
2016
[c9]
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Si Fan, Saurabh Garg, Soonja Yeom:
Exploring the Use of Big Data Analytics for Improving Support to Students in Higher Education. Australasian Conference on Artificial Intelligence 2016: 702-707
[c8]
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Soonja Yeom, Arthur Sale, Andrew E. Fluck:
Technical report on a haptic interface for learning anatomy. OZCHI 2016: 571-575

2000 – 2009

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2007
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Chong-Han Kim, Min-Woo Shin, Seung-Moon Jeong, Im-Chul Kang, Soonja Yeom, Byung-Ki Kim:
Kinematical Access for Realistic Behavior Generation of Artificial Fish. ALPIT 2007: 293-297
[c6]
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SangHyun Lee, SeongChae Seo, Soonja Yeom, KyungIl Moon, MoonSeol Kang, ByungGi Kim:
A Study on Warning/Detection Degree of Warranty Claims Data Using Neural Network Learning. ALPIT 2007: 492-497
[c5]
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SangHyun Lee, CheolMin Kim, Soonja Yeom, Gwiyeon Kim, KyungIl Moon, ByungGi Kim:
A Study on Development of Time Series Warning Module in Warranty Claims Database. ALPIT 2007: 553-558
2006
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Dae-Hyeon Park, Chun-Sik Yoo, Yong-Sung Kim, Soonja Yeom:
Object Modeling for Mapping XML Document Represented in XML-GDM to UML Class Diagram. ICCSA (5) 2006: 958-967
2005
[c3]
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Shakirah Mohd Taib, Soon-ja Yeom, Byeong-Ho Kang:
Elimination of Redundant Information for Web Data Mining. ITCC (1) 2005: 200-205
2004
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Guan-tack Oh, Yun-bae Lee, Soon-ja Yeom:
Security Mechanism for Medical Image Information on PACS Using Invisible Watermark. VECPAR 2004: 315-324
2002
[c1]
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  - conf/icce/KimNY02
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Seogyun Kim, Jiseung Nam, Soon-ja Yeom:
Effective Delivery of Virtual Class on Parallel Media Stream Server. ICCE 2002: 134-135

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