Projects 10
Publications 54
Awards 7

Contact Details

Academic Head & Senior Lecturer, Information Technology

Biography

  

Dr Adrian Shatte is a Senior Lecturer in Information Technology whose research applies data science, human-computer interaction, and intelligent systems to improve health and behavioural outcomes. His work spans the use of active and passive data streams to predict, monitor, and intervene in real-world wellbeing contexts; the co-design and implementation of personalised digital health interventions; and applied computer-supported collaborative work across organisational settings. He leads an applied research program that integrates machine learning, digital phenotyping, and collaborative technologies to address challenges in public health, rural and remote service delivery, and technology-supported work.

Dr Shatte has secured over $2.3M in competitive funding through both Category 1 schemes, internal grants, and industry partnerships, including the MRFF Million Minds, Australian Government Innovation Connections, the Royal Flying Doctor Service Victoria, Gippsland Primary Health Network, and the City of Casey. His projects involve extensive collaboration with health, community, and industry partners, and he has substantial experience in managing multi-stakeholder research and technology translation initiatives. He is a co-founder of the interdisciplinary JCU Digital Wellbeing Research Group, where he leads the Applied HCI and Computational Wellbeing stream.

Adrian is the Academic Head of the Information Technology Discipline, the Work-Integrated Learning Coordinator, and represents the IT discipline on the College of Science and Engineering's Teaching and Learning Committee. He has significant teaching experience across James Cook University, Monash University, Deakin University, and Federation University Australia, in the areas of software engineering, cybersecurity, and mobile development. He holds a Bachelor of Information Technology, Grad Cert in Education (Tertiary Teaching), and PhD in Information Technology. He is a committed educator and collaborator who works closely with students, colleagues, and industry partners to support impactful, practice-focused learning and research.


JCU Digital Wellbeing Research Group, 2025.

Research

Research Interests

My research focuses on the use of active and passive data, machine learning, and digital phenotyping to understand, predict, and support human behaviour and wellbeing. I work at the intersection of digital health, human-computer interaction, and applied analytics, with a particular interest in how technology can deliver personalised, context-aware interventions in real-world settings. My work also extends to computer-supported collaborative work (CSCW) and the design of intelligent systems that enhance decision-making, service delivery, and teamwork in complex environments, including health, community, and remote service contexts. This research program is strongly interdisciplinary, combining computational methods with psychology, health sciences, and design to address practical, high-impact problems.

Highlighted Papers (linked):


I am deeply committed to Higher Degree by Research (HDR) supervision and view it as a core part of my academic practice. I work closely with HDR candidates to help them develop a clear research identity, rigorous methodological grounding, and industry- or community-engaged pathways for impact. I have supervised projects across digital phenotyping, behavioural analytics, and applied AI/machine learning, and I actively encourage candidates to pursue research that is both intellectually ambitious and practically meaningful. My supervision approach emphasises structured mentoring, high-quality publication planning, and professional development, ensuring that students build strong competencies and are well prepared for careers in academia, industry, or applied research settings.

Projects

Teaching

Teaching Interests

My teaching philosophy centres on creating authentic learning environments where students actively build, test, reflect, and iterate, mirroring authentic processes in software development, cybersecurity, and collaborative digital work. I embed project-based and scenario-based learning within my subjects, enabling students to tackle advanced, open-ended, industry-aligned problems that develop both technical capability and professional judgement. I also invest heavily in high-quality digital resources, including structured walkthroughs, simulations, and flexible online content, to support diverse students across multiple campuses and modes of study. This approach has informed my development and teaching of a wide range of subjects across software engineering, cybersecurity, data management, and human-computer interaction at undergraduate and postgraduate levels, including programming, software engineering, systems modelling, advanced mobile technology, IT management, design thinking, and cybersecurity.


IT Student Design Sprint, 2025

I have a particular passion for Work-Integrated Learning (WIL) and the development of meaningful industry partnerships that enhance employability and deepen students' engagement with authentic practice. I coordinate and supervise industry project subjects that place students in real professional contexts, enabling them to work directly with organisations on current challenges and deliver tangible outcomes. My approach emphasises structured scaffolding, professional skill development, and close engagement with industry partners to ensure high-value placements and mutual benefit. I also support colleagues in strengthening WIL integration across the curriculum, contributing to improved student readiness and stronger connections with the regional and national tech industry.

I am deeply engaged in learning and teaching leadership. As a senior member of the IT discipline, serving as Academic Head, I lead curriculum design, quality assurance, and course innovation with a focus on integrating emerging technologies and enhancing industry alignment. I regularly support colleagues with teaching practice, assessment design, and digital pedagogy, and have contributed to cross-institutional initiatives in learning design and technology-enhanced education. My experience across Monash University, Deakin University, and Federation University has provided me with broad expertise in curriculum development for diverse student cohorts, accreditation processes, and the implementation of flexible and online learning at scale.


Research Advisor Accreditation

Advisor Type

Primary


Taught Modules

[CP3406] Mobile ComputingCoordinator, Lecturer
2026
[CP3404] Information SecurityCoordinator, Lecturer
2026
2026
[CP5603] Advanced E-SecurityCoordinator, Lecturer
2026
2024
2024
2026
2024
[CP3103] Independent ProjectCoordinator, Lecturer
2024
[CP3404] Information SecurityCoordinator, Lecturer
2024
[CP3404] Information SecurityCoordinator, Lecturer
2025
[CP3406] Mobile ComputingCoordinator, Lecturer
2024
[CP3406] Mobile ComputingLecturer, Coordinator
2025
2025
[CP5603] Advanced E-SecurityCoordinator, Lecturer
2024
[CP5603] Advanced E-SecurityCoordinator, Lecturer
2025
2025

Current JCU Research Students

Design and Evaluation of Offline-Capable Conversational AI for Social Companion Robotics in Low-Connectivity Environments
Master of Philosophy (Information Technology)
Sensor-Based Behavioural State and Movement Analysis for AI-Assisted Physical Rehabilitation
Master of Philosophy (Information Technology)
A dyadic privacy-preserving AI framework for multimodal perinatal mental health risk prediction
Doctor of Philosophy (Information Technology)
Architecting Trustworthy Shared Memory for Collaborative AI Agents
Doctor of Philosophy (Information Technology)
AI-Driven Multimodal Interventions for Perinatal Depression: Developing and Evaluating a Context-Aware Chatbot for Personalised Mental Health Support
Doctor of Philosophy (Information Technology)
Enhancing Automated Radiology Report Generation via LLM-Based Reinforcement Learning.
Doctor of Philosophy (Information Technology)
Behaviour Insights for Software Testing: A Data-Driven Approach Integrate Usability, Security, and Analytics
Master of Philosophy (Information Technology)
Leveraging mHealth to support mental health and relationship outcomes in the perinatal period.
Doctor of Philosophy (Health)
Defending against Cyber-attacks targeting AI-enabled Applications in Industry 4.0
Doctor of Philosophy (Information Technology)

Completed Honours and External Research Students

Meaning-sensitive noisy text analytics in the low data regime
PHD

Teaching Grants

Available Projects

Activities

Education

Other Activities

Committees

Awards

Consultancy

Employment

Output

Teague, Samantha; Somoray, Klaire; Shatte, Adrian; Miller, Daniel; Moss, Kristian; Crawford, Andrew; Wildman, Harrison; Kayal, Diana; Hutchinson, Delyse (2026) Digital Media Use and Child Health and Development. [DOI]
Other Publication Open Access ResearchOnline@JCU
Joseph, Asha; George, Shiju; Shatte, Adrian (2026) Quantum-Driven Digital Forensics: Evidence Acquisition, Intrusion Detection, Cybercrime Simulation, and DNA Profiling. Cham, Switzerland: [DOI]
Other Publication ResearchOnline@JCU
Teague, Samantha J.; Shatte, Adrian B.R.; Fuller-Tyszkiewicz, Matthew; Hutchinson, Delyse M. (2025) User-centred design and evaluation of an mHealth app for fathers’ perinatal mental health: a feasibility, acceptability, and usability study. [DOI]
Other Publication Open Access ResearchOnline@JCU
Teague, Samantha J.; Shatte, Adrian B.R.; Fuller-Tyszkiewicz, Matthew; Hutchinson, Delyse M. (2025) Mobile app-based intervention for paternal perinatal depression, anxiety, and stress: A randomised controlled trial. [DOI]
Other Publication Open Access ResearchOnline@JCU
Staiger, Petra K.; Liknaitzky, Paul; Hall, Kate; Fuller-Tyszkiewicz, Matthew; Richardson, Ben; Shatte, Adrian; O, Eric (2024) ReplaceIt: Lessons from a User-Centered Design Framework in Co-Creating an Alcohol Reduction App. [DOI]
Other Publication Open Access ResearchOnline@JCU
Kasthuriarachchy, Buddhika; Chetty, Madhu; Shatte, Adrian; Walls, Darren (2023) Meaning-Sensitive Text Data Augmentation with Intelligent Masking. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Shatte, Adrian; McClure, Zoe; Fuller-Tyszkiewicz, Matthew (2023) A broad v. focused digital intervention for recurrent binge eating: a randomized controlled non-inferiority trial. [DOI]
Other Publication Open Access ResearchOnline@JCU
Linardon, Jake; Messer, Mariel; Shatte, Adrian; Skvarc, David; Rosato, John; Rathgen, April; Fuller-tyszkiewicz, Matthew (2023) Targeting dietary restraint to reduce binge eating: a randomised controlled trial of a blended internet- and smartphone app-based intervention. [DOI]
Other Publication ResearchOnline@JCU
Abuhassan, Mohammad; Anwar, Tarique; Fuller-Tyszkiewicz, Matthew; Jarman, Hannah K.; Shatte, Adrian; Liu, Chengfei; Sukunesan, Suku (2023) Classification of Twitter users with eating disorder engagement: Learning from the biographies. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Shatte, Adrian; Messer, Mariel; McClure, Zoe; Fuller-Tyszkiewicz, Matthew (2023) Effects of Participant's Choice of Different Digital Interventions on Outcomes for Binge-Spectrum Eating Disorders: A Pilot Doubly Randomized Preference Trial. [DOI]
Other Publication ResearchOnline@JCU
Teague, Samantha J.; Shatte, Adrian B.R.; Weller, Emmelyn; Fuller-tyszkiewicz, Matthew; Hutchinson, Delyse M. (2022) Methods and Applications of Social Media Monitoring of Mental Health During Disasters: Scoping Review. [DOI]
Other Publication Open Access ResearchOnline@JCU
Jarman, Hannah K.; McLean, Siân A.; Rodgers, Rachel; Fuller-Tyszkiewicz, Matthew; Paxton, Susan; O'Gorman, Beth; Harris, Emily; Shatte, Adrian; Bishop, Katie; Baumann, Tahlia; Mahoney, Danielle; Daugelat, Melissa Claire; Yager, Zali (2022) Informing mHealth and Web-Based Eating Disorder Interventions: Combining Lived Experience Perspectives With Design Thinking Approaches. [DOI]
Other Publication Open Access ResearchOnline@JCU
Linardon, Jake; Shatte, Adrian; Rosato, John; Fuller-Tyszkiewicz, Matthew (2022) Efficacy of a transdiagnostic cognitive-behavioral intervention for eating disorder psychopathology delivered through a smartphone app: a randomized controlled trial. [DOI]
Other Publication ResearchOnline@JCU
Xia, Feng; Guo, Teng; Bai, Xiaomei; Shatte, Adrian; Liu, Zitao; Tang, Jiliang (2022) SUMMER: Bias-aware Prediction of Graduate Employment Based on Educational Big Data. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Messer, Mariel; Shatte, Adrian; Greenwood, Christopher J.; Rosato, John; Rathgen, April; Skvarc, David; Fuller-tyszkiewicz, Matthew (2022) Does the Method of Content Delivery Matter? Randomized Controlled Comparison of an Internet-Based Intervention for Eating Disorder Symptoms With and Without Interactive Functionality. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Fuller-Tyszkiewicz, Matthew; Shatte, Adrian; Greenwood, Christopher J. (2022) An exploratory application of machine learning methods to optimize prediction of responsiveness to digital interventions for eating disorder symptoms. [DOI]
Other Publication Open Access ResearchOnline@JCU
Gamage, Hasini Nakulugamuwa; Chetty, Madhu; Shatte, Adrian; Hallinan, Jennifer (2022) Ensemble Regression Modelling for Genetic Network Inference. Piscataway, NJ, USA: [DOI]
Other Publication ResearchOnline@JCU
Gill, Jaskaran; Chetty, Madhu; Shatte, Adrian; Hallinan, Jennifer (2022) Integrating steady-state and dynamic gene expression data for improving genetic network modelling. Piscataway, NJ, USA: [DOI]
Other Publication ResearchOnline@JCU
Ren, Jing; Shi, Yajie; Shatte, Adrian; Kong, Xiangjie; Xia, Feng (2022) The Significance and Impact of Winning an Academic Award: A Study of Early Career Academics. New York, NY, USA: [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; King, Teagan; Shatte, Adrian; Fuller-Tyszkiewicz, Matthew (2022) Usability Evaluation of a Cognitive-Behavioral App-Based Intervention for Binge Eating and Related Psychopathology: A Qualitative Study. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Broadbent, Jaclyn; Shatte, Adrian; Fuller-Tyszkiewicz, Matthew (2022) The role of pre-existing knowledge and knowledge acquisition in internet-based cognitive-behavioural therapy for eating disorders. [DOI]
Other Publication ResearchOnline@JCU
Anwar, Tarique; Fuller-Tyszkiewicz, Matthew; Jarman, Hannah K; Abuhassan, Mohammad; Shatte, Adrian; Team, WIRED; Sukunesan, Suku (2022) EDBase: Generating a Lexicon Base for Eating Disorders Via Social Media. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Anderson, Cleo; Chapneviss, Tara; Hants, Emma; Shatte, Adrian; Fuller-tyszkiewicz, Matthew (2022) Effects of an Acceptance-Facilitating Intervention on Acceptance and Usage of Digital Interventions for Binge Eating. [DOI]
Other Publication ResearchOnline@JCU
Gill, Jaskaran; Chetty, Madhu; Shatte, Adrian; Hallinan, Jennifer (2022) Combining kinetic orders for efficient S-System modelling of gene regulatory network. [DOI]
Other Publication ResearchOnline@JCU
Gamage, Hasini Nakulugamuwa; Chetty, Madhu; Shatte, Adrian; Hallinan, Jennifer (2022) Filter feature selection based Boolean Modelling for Genetic Network Inference. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Tylka, Tracy L.; Burnette, C. Blair; Shatte, Adrian; Fuller-Tyszkiewicz, Matthew (2022) Understanding the role of positive body image during digital interventions for eating disorders: Secondary analyses of a randomized controlled trial. [DOI]
Other Publication ResearchOnline@JCU
Smith, Imogene; Youssef, George J.; Shatte, Adrian; Teague, Samantha J.; Knight, Tess; Macdonald, Jacqui A. (2022) “You are not alone”: A big data and qualitative analysis of men's unintended fatherhood. [DOI]
Other Publication Open Access ResearchOnline@JCU
Jarman, Hannah K.; Mclean, Siân A.; Griffiths, Scott; Teague, Sam; Rodgers, Rachel F.; Paxton, Susan J.; Austen, Emma; Harris, Emily; Steward, Trevor; Shatte, Adrian; Khanh-Dao Le, Long; Anwar, Tarique; Mihalopoulos, Cathrine; Parker, Alexandra G.; Yager, Zali; Fuller-tyszkiewicz, Matthew (2022) Critical measurement issues in the assessment of social media influence on body image. [DOI]
Other Publication ResearchOnline@JCU
Teague, Samantha J.; Shatte, Adrian B.R. (2021) Peer support of fathers on Reddit: Quantifying the stressors, behaviors, and drivers. [DOI]
Other Publication Open Access ResearchOnline@JCU
Kasthuriarachchy, Buddhika; Chetty, Madhu; Shatte, Adrian; Walls, Darren (2021) From General Language Understanding to Noisy Text Comprehension. [DOI]
Other Publication Open Access ResearchOnline@JCU
Söderström, Arne; Shatte, Adrian; Fuller-Tyszkiewicz, Matthew (2021) Can intelligent agents improve data quality in online questiosnnaires? A pilot study. [DOI]
Other Publication ResearchOnline@JCU
Kasthuriarachchy, Buddhika; Chetty, Madhu; Shatte, Adrian; Walls, Darren (2021) Cost Effective Annotation Framework Using Zero-Shot Text Classification. Piscataway, NJ, USA: [DOI]
Other Publication ResearchOnline@JCU
Gamage, Hasini Nakulugamuwa; Chetty, Madhu; Shatte, Adrian; Hallinan, Jennifer (2021) An Efficient Boolean Modelling Approach for Genetic Network Inference. Piscataway, NJ, USA: [DOI]
Other Publication ResearchOnline@JCU
Gill, Jaskaran; Chetty, Madhu; Shatte, Adrian; Hallinan, Jennifer (2021) Dynamically Regulated Initialization for S-system Modelling of Genetic Networks. Piscataway, NJ, USA: [DOI]
Other Publication ResearchOnline@JCU
Shatte, Adrian B.R.; Hutchinson, Delyse M.; Fuller-Tyszkiewicz, Matthew; Teague, Samantha J. (2020) Social Media Markers to Identify Fathers at Risk of Postpartum Depression: A Machine Learning Approach. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Shatte, Adrian; Messer, Mariel; Firth, Joseph; Fuller-Tyszkiewicz, Matthew (2020) E-mental health interventions for the treatment and prevention of eating disorders: An updated systematic review and meta-analysis. [DOI]
Other Publication ResearchOnline@JCU
Linardon, Jake; Shatte, Adrian; Tepper, Hannah; Fuller‐tyszkiewicz, Matthew (2020) A survey study of attitudes toward, and preferences for, e‐therapy interventions for eating disorder psychopathology. [DOI]
Other Publication ResearchOnline@JCU
Fuller-Tyszkiewicz, Matthew; Krug, Isabel; Smyth, Joshua M.; Fernandez-Aranda, Fernando; Treasure, Janet; Linardon, Jake; Vasa, Rajesh; Shatte, Adrian (2020) State-Based Markers of Disordered Eating Symptom Severity. [DOI]
Other Publication Open Access ResearchOnline@JCU
Shatte, Adrian B.R.; Teague, Samantha J. (2020) schema: an open-source, distributed mobile platform for deploying mHealth research tools and interventions. [DOI]
Other Publication Open Access ResearchOnline@JCU
Shatte, Adrian B.R.; Hutchinson, Delyse M.; Teague, Samantha J. (2019) Machine learning in mental health: a scoping review of methods and applications. [DOI]
Other Publication ResearchOnline@JCU
Teague, Samantha; Youssef, George J.; Macdonald, Jacqui A.; Sciberras, Emma; Shatte, Adrian; Fuller-tyszkiewicz, Matthew; Greenwood, Christopher; Mcintosh, Jennifer; Olsson, Craig A.; Hutchinson, Delyse; SEED Lifecourse Sciences Theme (2018) Retention strategies in longitudinal cohort studies: a systematic review and meta-analysis. [DOI]
Other Publication Open Access ResearchOnline@JCU
Fuller-tyszkiewicz, Matthew; Richardson, Ben; Klein, Britt; Skouteris, Helen; Christensen, Helen; Austin, David; Castle, David; Mihalopoulos, Cathrine; O'Donnell, Renee; Arulkadacham, Lilani; Shatte, Adrian; Ware, Anna (2018) A Mobile App–Based Intervention for Depression: End-User and Expert Usability Testing Study. [DOI]
Other Publication Open Access ResearchOnline@JCU
Teague, Samantha J.; Shatte, Adrian B.R. (2018) Exploring the Transition to Fatherhood: Feasibility Study Using Social Media and Machine Learning. [DOI]
Other Publication Open Access ResearchOnline@JCU
Shatte, Adrian; Holdsworth, Jason; Lee, Ickjai (2016) Web-based collaborative document writing for emergency management. Piscataway, NJ, USA: [DOI]
Other Publication ResearchOnline@JCU
Shatte, Adrian Brian Royce (2016) Collaborative emergency management report writing: an application for differential synchronisation. [Thesis] [DOI]
Other Publication Open Access ResearchOnline@JCU
Shatte, Adrian; Holdsworth, Jason; Lee, Ickjai (2016) Untangling the edits: user attribution in collaborative report writing for emergency management. Cham, Switzerland: [DOI]
Other Publication ResearchOnline@JCU
Shatte, Adrian; Holdsworth, Jason; Lee, Ickjai (2015) Multi-synchronous collaboration between desktop and mobile users: a case study of report writing for emergency management. Adelaide, SA, Australia:
Other Publication Open Access ResearchOnline@JCU
Shatte, Adrian; Holdsworth, Jason; Lee, Ickjai (2014) Mobile augmented reality based context-aware library management system. [DOI]
Other Publication ResearchOnline@JCU
Shatte, Adrian; Holdsworth, Jason; Lee, Ickjai (2014) Hand-held mobile augmented reality for collaborative problem solving: a case study with sorting. Piscataway, NJ, USA: [DOI]
Other Publication ResearchOnline@JCU
Shatte, Adrian; Holdsworth, Jason; Lee, Ickjai (2014) The impact of dynamic locking on collaborative programming. New Zealand:
Other Publication Open Access ResearchOnline@JCU
Shatte, Adrian; Holdsworth, Jason; Lee, Ickjai (2013) Context-aware mobile augmented reality for library management. Berlin, Germany: [DOI]
Other Publication ResearchOnline@JCU
Shatte, Adrian; Teague, Samantha (2019) schema (Version 1.0). [Other] [DOI]
Creative Works ResearchOnline@JCU
Gill, Jaskaran; Chetty, Madhu; Shatte, Adrian; Hallinan, Jennifer (2021) CIBCB 2021: 18th IEEE International Conference in Computational Intelligence in Bioinformatics and Computational Biology Use of known gene-gene interactions in S-system based GRN inference Melbourne, Australia, .
Conference Contribution ResearchOnline@JCU
Gamage, Hasini Nakulugamuwa; Chetty, Madhu; Shatte, Adrian; Hallinan, Jennifer (2021) CIBCB 2021: 18th IEEE International Conference in Computational Intelligence in Bioinformatics and Computational Biology Efficient Ensemble Feature Selection Based Boolean Modelling for Genetic Network Inference Melbourne, Australia, .
Conference Contribution ResearchOnline@JCU