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ORCIDSoonja Yeom
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- affiliation: University of Tasmania, Sandy Bay, Tasmania
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2020 – today
- 2024
[j10]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]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]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]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]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]Mohammad Mustaneer Rahman, Soonja Yeom, Nadia Ollington, Robert Ollington:
Affective Lexicon for Intelligent Tutoring Systems. ICALT 2023: 293-295 - 2022
- [c22]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]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]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]Soonja Yeom, Nicole Herbert, Riseul Ryu:
Project-Based Collaborative Learning Enhances Students' Programming Performance. ITiCSE (1) 2022: 248-254 - [c18]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]Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert:
Continuous Multimodal Biometric Authentication Schemes: A Systematic Review. IEEE Access 9: 34541-34557 (2021) - [j4]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]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]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]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]Zhe Wei, Soonja Yeom, Riseul Ryu:
UTAS-Ride: organization-based ridesharing platform for commuters. ACIS 2020: 67 - [c15]Riseul Ryu, Soonja Yeom, Soo-Hyung Kim:
Continuous multibiometric authentication for online exam with machine learning. ACIS 2020: 92 - [c14]Riseul Ryu, Soonja Yeom:
Blockchain-based renewable energy trading system with smart contract in a small local community. SMA 2020: 224-230 - [p1]Soonja Yeom, Andrew E. Fluck, Arthur Sale:
Indications for Kinesthetic Learning Through Haptic Devices. Encyclopedia of Education and Information Technologies 2020: 1-8 - [i1]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
- 2019
- [j2]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]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]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]Htet Myet Lynn, Soonja Yeom, Pankoo Kim:
ECG-based biometric human identification based on backpropagation neural network. RACS 2018: 6-10 - 2017
- [j1]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]Soonja Yeom, Andrew E. Fluck, Arthur Sale:
Evaluating Acceptance of a Haptic Learning Resource from Various Perspectives. WCCE 2017: 243-250 - 2016
- [c9]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]Soonja Yeom, Arthur Sale, Andrew E. Fluck:
Technical report on a haptic interface for learning anatomy. OZCHI 2016: 571-575
2000 – 2009
- 2007
- [c7]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]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]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
- [c4]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]Shakirah Mohd Taib, Soon-ja Yeom, Byeong-Ho Kang:
Elimination of Redundant Information for Web Data Mining. ITCC (1) 2005: 200-205 - 2004
- [c2]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]Seogyun Kim, Jiseung Nam, Soon-ja Yeom:
Effective Delivery of Virtual Class on Parallel Media Stream Server. ICCE 2002: 134-135
Coauthor Index
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