Soonja Yeom

According to our database, Soonja Yeom authored at least 36 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep shared learning and attentive domain mapping for cross-domain recommendation.

Shivangi Gheewala, Shuxiang Xu, Soonja Yeom

User Model. User Adapt. Interact., November, 2024

Generalisable sensor-free frustration detection in online learning environments using machine learning.

Mohammad Mustaneer Rahman, Robert Ollington, Soonja Yeom, Nadia Ollington

User Model. User Adapt. Interact., September, 2024

Exploiting deep transformer models in textual review based recommender systems.

Shivangi Gheewala, Shuxiang Xu, Soonja Yeom, Sumbal Maqsood

Expert Syst. Appl., January, 2024

2023

The design and evaluation of adaptive biometric authentication systems: Current status, challenges and future direction.

Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy

ICT Express, December, 2023

A Comprehensive Survey of Context-Aware Continuous Implicit Authentication in Online Learning Environments.

Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy

IEEE Access, 2023

Affective Lexicon for Intelligent Tutoring Systems.

Mohammad Mustaneer Rahman, Soonja Yeom, Nadia Ollington, Robert Ollington

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2023

2022

Educational Data Mining in Prediction of Students' Learning Performance: A Scoping Review.

Chunping Li, Mingxi Li, Chuan-Liang Huang, Yi-Tong Tseng, Soo-Hyung Kim, Soonja Yeom

Proceedings of the Towards a Collaborative Society Through Creative Learning, 2022

Project-Based Collaborative Learning Enhances Students' Programming Performance.

Soonja Yeom, Nicole Herbert, Riseul Ryu

Proceedings of the ITiCSE 2022: Innovation and Technology in Computer Science Education, Dublin, Ireland, July 8, 2022

Cognitive Load Measurement in the Impact of VR Intervention in Learning.

Chunping Li, Soonja Yeom, Julian R. Dermoudy, Kristy de Salas

Proceedings of the International Conference on Advanced Learning Technologies, 2022

An Adaptive Biometric Authentication System for Online Learning Environments Across Multiple Devices.

Riseul Ryu, Soonja Yeom, David Herbert, Julian R. Dermoudy

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022

The Elephant Broke the Room - Digital Innovation is Hampered by a Lack of Digital Competency and Self-Managed Technical Support.

Lachlan Hardy, Erin Roehrer, Soonja Yeom

Proceedings of the Australasian Conference on Information Systems, 2022

2021

Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models.

Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, Soonja Yeom

Sensors, 2021

GPSPiChain-Blockchain based Self-Contained Family Security System in Smart Home.

Ali Raza, Lachlan Hardy, Erin Roehrer, Soonja Yeom, Byeong Ho Kang

CoRR, 2021

Automatic Detection of Amyloid Beta Plaques in Somatosensory Cortex of an Alzheimer's Disease Mouse Using Deep Learning.

Heemoon Yoon, Mira Park, Soonja Yeom, Matthew T. K. Kirkcaldie, Peter F. Summons, Sang-Hee Lee

IEEE Access, 2021

Continuous Multimodal Biometric Authentication Schemes: A Systematic Review.

Riseul Ryu, Soonja Yeom, Soo-Hyung Kim, David Herbert

IEEE Access, 2021

2020

Indications for Kinesthetic Learning Through Haptic Devices.

Soonja Yeom, Andrew E. Fluck, Arthur Sale

Proceedings of the Encyclopedia of Education and Information Technologies, 2020

Exploring an Application of Virtual Reality for Early Detection of Dementia.

Yiming Zhong, Yuan Tian, Mira Park, Soonja Yeom

CoRR, 2020

Blockchain-based renewable energy trading system with smart contract in a small local community.

Riseul Ryu, Soonja Yeom

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020

A Digital Future in Virtual Reality - Insights for Training.

Kym Young, Julian R. Dermoudy, Ian J. Lewis, Soonja Yeom, Kristy de Salas

Proceedings of the Australasian Conference on Information Systems, 2020

UTAS-Ride: organization-based ridesharing platform for commuters.

Zhe Wei, Soonja Yeom, Riseul Ryu

Proceedings of the Australasian Conference on Information Systems, 2020

Continuous multibiometric authentication for online exam with machine learning.

Riseul Ryu, Soonja Yeom, Soo-Hyung Kim

Proceedings of the Australasian Conference on Information Systems, 2020

2019

Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks.

Hai Duong Nguyen, Soonja Yeom, Gueesang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim

Int. J. Pattern Recognit. Artif. Intell., 2019

Semantic analysis for paraphrase identification using semantic role labeling.

Eunji Lee, Htet Myet Lynn, Hyoungju Kim, Soonja Yeom, Pankoo Kim

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Challenges and Prospects of a Robotics Course to Supplement Australia's Digital Technology Curriculum.

Lachlan Hardy, Meredith Castles, Soonja Yeom, Byeong Ho Kang

Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019

2018

ECG-based biometric human identification based on backpropagation neural network.

Htet Myet Lynn, Soonja Yeom, Pankoo Kim

Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems, 2018

2017

Factors influencing undergraduate students' acceptance of a haptic interface for learning gross anatomy.

Soonja Yeom, Derek L. Choi-Lundberg, Andrew E. Fluck, Arthur Sale

Interact. Technol. Smart Educ., 2017

Evaluating Acceptance of a Haptic Learning Resource from Various Perspectives.

Soonja Yeom, Andrew E. Fluck, Arthur Sale

Proceedings of the Tomorrow's Learning: Involving Everyone. Learning with and about Technologies and Computing, 2017

2016

Technical report on a haptic interface for learning anatomy.

Soonja Yeom, Arthur Sale, Andrew E. Fluck

Proceedings of the 28th Australian Conference on Computer-Human Interaction, 2016

Exploring the Use of Big Data Analytics for Improving Support to Students in Higher Education.

Si Fan, Saurabh Garg, Soonja Yeom

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2007

A Study on Warning/Detection Degree of Warranty Claims Data Using Neural Network Learning.

SangHyun Lee, SeongChae Seo, Soonja Yeom, KyungIl Moon, MoonSeol Kang, ByungGi Kim

Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, 2007

A Study on Development of Time Series Warning Module in Warranty Claims Database.

SangHyun Lee, CheolMin Kim, Soonja Yeom, Gwiyeon Kim, KyungIl Moon, ByungGi Kim

Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, 2007

Kinematical Access for Realistic Behavior Generation of Artificial Fish.

Chong-Han Kim, Min-Woo Shin, Seung-Moon Jeong, Im-Chul Kang, Soonja Yeom, Byung-Ki Kim

Proceedings of The Sixth International Conference on Advanced Language Processing and Web Information Technology, 2007

2006

Object Modeling for Mapping XML Document Represented in XML-GDM to UML Class Diagram.

Dae-Hyeon Park, Chun-Sik Yoo, Yong-Sung Kim, Soonja Yeom

Proceedings of the Computational Science and Its Applications, 2006

2005

Elimination of Redundant Information for Web Data Mining.

Shakirah Mohd Taib, Soon-ja Yeom, Byeong-Ho Kang

Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

2004

Security Mechanism for Medical Image Information on PACS Using Invisible Watermark.

Guan-tack Oh, Yun-bae Lee, Soon-ja Yeom

Proceedings of the High Performance Computing for Computational Science, 2004

2002

Effective Delivery of Virtual Class on Parallel Media Stream Server.

Seogyun Kim, Jiseung Nam, Soon-ja Yeom

Proceedings of the International Conference on Computers in Education, 2002