Web Access Research Portal

Researcher: Yeom, SJ (Dr Soonja Yeom)

Fields of Research

Information systems
Artificial intelligence
Human information interaction and retrieval
Artificial life and complex adaptive systems
Modelling and simulation
Virtual and mixed reality
Image processing
Natural language processing
Computer vision and multimedia computation
Data engineering and data science
Pattern recognition
Applied computing
Information security management
Network engineering
Intelligent robotics
Cryptography
Software testing, verification and validation
Higher education
Software architecture
Distributed systems and algorithms
Aboriginal and Torres Strait Islander information and knowledge management systems
Software engineering
Creative arts, media and communication curriculum and pedagogy
Machine learning
Neural networks
Educational technology and computing
Embedding Aboriginal and Torres Strait Islander knowledges, histories, culture, country, perspectives and ethics in education
Computing education
Work integrated learning (incl. internships)
Education assessment and evaluation
Networking and communications

Research Objectives

Information systems, technologies and services
Other information and communication services
Application software packages
Artificial intelligence
Teaching and instruction technologies
Other education and training
Expanding knowledge in the environmental sciences
Health education and promotion
Wireless technologies, networks and services
Information services
Teaching and curriculum
Defence
Pedagogy
Network infrastructure equipment
Learner and learning
Information systems
Higher education
Assessment, development and evaluation of curriculum

Career Best Publications

Facial expression recognition using a multi-level convolutional neural network; International Conference on Pattern Recognition and Artificial Intelligence
Factors influencing undergraduate students' acceptance of a haptic interface for learning gross anatomy; Interactive Technology and Smart Education
Object Modeling for Mapping XML Document Represented in XML-GDM to UML Class Diagram; Computational Science and Its Applacations - ICCSA
User acceptance of a haptic interface for learning anatomy; International Conference e-Learning 2013, Part of the IADIS Multi Conference on Computer Science and Information Systems 2013, MCCSIS 2013

Research Publications

A big data sharing methodology with data description and data browsing; Information
A digital future in virtual reality - insights for training; Australasian Conference on Information Systems
A solar map of Tasmania; Kwangiu Autumn Conference of the Korean Institute of Smart Media
A study on development of time series warning module in warranty claims database; Sixth International Conference on Advanced Language Processing and Web Information Technology
A study on warning/detection degree of warranty claims data using natural network learning; Sixth International Conference on Advanced Language Processing and Web Information Technology
Affective Computing in E-Learning Modules: Comparative Analysis With Two Activities; Interactivity and the Future of the Human-Computer Interface
An Experiment in Multimedia
Augmented Reality for Learning Anatomy; Ascilite 2011: Changing Demands, Changing Directions
Challenges and prospects of a robotics course to supplement Australia’s digital technology curriculum; IEEE 19th International Conference on Advanced Learning Technologies (ICALT)
Context-aware emotion recognition in the wild using spatio-temporal and temporal-pyramid models; Sensors
Continuous multibiometric authentication for online exam with machine learning; 2020 Australasian Conference on Information Systems
Continuous multimodal biometric authentication schemes: A systematic review; IEEE Access
Data-Con: A comprehensive data browsing service for real-time data sharing and utilization of big data environment; 2016 International Conference on Smart Media and Applications (SMA 2016)
ECG-based biometric human identification based on backpropagation neural network; 2018 Conference on Research in Adaptive and Convergent Systems (RACS '18)
Effective delivery of Virtual Class on Parallel Media Stream Server; International Conference in Computers in Education
Elimination of Redundant Information for Web Data Mining; ITCC: International Conference on Information Technology: Coding and Computing
Evaluating acceptance of a haptic learning resource from various perspectives; Tomorrow’s Learning: Involving Everyone
Exploring augmented reality for sustainable delivery of anatomy teaching and learning; Teaching Matters 2012 - Sustaining Futures: Considering sustainability across the learning and teaching divide
Exploring the potential of learning analytics to measure student participation and engagement: Researchers’ experiences from an exploratory study; Australian Association for Research in Education (AARE) Annual Conference
Exploring the use of big data analytics for improving support to students in higher education; 29th Australasian Joint Conference on Artificial Intelligence (AI 2016): Advances in Artificial Intelligence
Facial emotion recognition using an ensemble of multi-level convolutional neural networks; International Journal of Pattern Recognition and Artificial Intelligence
Facial expression recognition using a multi-level convolutional neural network; International Conference on Pattern Recognition and Artificial Intelligence
Factors influencing undergraduate students' acceptance of a haptic interface for learning gross anatomy; Interactive Technology and Smart Education
GPSPiChain-Blockchain and AI based self-contained anomaly detection family security system in smart home; Journal of Systems Science and Systems Engineering
GPSPiChain-Blockchain based self-contained family security system in smart home; 4th International Workshop on Smart Simulation and Modelling for Complex Systems
Heuristic Mobile Learning Tool; The 4th Asia Pacific International Symposium on Information Technology (APIS)
Implementing Tasmanian Visions: A Proposal; International Conference on Computers in Education, 1997
Indications for Kinesthetic Learning Through Haptic Devices; Encyclopedia of Education and Information Technologies
Indications for Kinesthetic Learning Through Haptic Devices; Encyclopedia of Education and Information Technologies
Interactive Korean Language Learning System; AUC Academic Conference Technology '95
Kinematical Access for Realistic Behavior Generation of Artificial Fish; ALPIT: International Conference on Advanced Language Processing and Web Information Technology
Object Modeling for Mapping XML Document Represented in XML-GDM to UML Class Diagram; Computational Science and Its Applacations - ICCSA
On the encryption techniques for digital right management of MPEG-5 video; Far East Journal of Applied Mathematics
Preliminary study on big data analytics with learning management system for assisting learning experiences in higher education in Australia; Autumn Conference of The Korean Institute of Smart Media 2016
Prototype ultrasonic wayfinder with haptic feedback for an IOT environment; 13th International Conference on Interfaces and Human Computer Interaction
Relationship between temporary emotion of students and performance in learning through comparing facial expression analytics; 13th International Conference on Interfaces and Human Computer Interaction
Security mechanism for medical image information on PACS using invisible watermark; VECPAR'04 High Performance Computing for Computational Science
Semantic analysis for paraphrase identification using semantic role labeling; 34th Annual ACM Symposium on Applied Computing
Technical report on a haptic interface for learning anatomy; 28th Australian Conference on Computer-Human Interaction (OzCHI 2016)
The Blocking System on the Router against Virus Infected Files; ICIS 2002
Traffic Sign Recognition Using Color Information and Error Back Propagation Algorithm; International Conference on Ubiquitous Information Technologies & Applications
Undergraduate student acceptance of haptic simulation in gross anatomy learning
User acceptance of a haptic interface for learning anatomy; International Conference e-Learning 2013, Part of the IADIS Multi Conference on Computer Science and Information Systems 2013, MCCSIS 2013
User Acceptance of a Haptic Interface for Learning Anatomy
UTAS-Ride: organization-based ridesharing platform for commuters; Australasian Conference on Information Systems
Virtual classes; Australian Society for Computers in Learning in Tertiary Education (ASCILITE '96)

Research Projects

'Big Data' and learning analytics for Australian higher education: second stage of pilot project; University of Tasmania (UTAS)
3D Interactive Anatomy with Augmented Reality
: Educational Multimedia CDRom
Development of computer-based revision tutorials in microbiology
Enhancing the engagement and outcomes of learners through the development and use of Games and Creative Technologies
Research and Development of Virtual Classes
Understanding Asian Cultures and Societies through language

Research Candidate Supervision