Perez, Pascal

Overview

Senior Professor Pascal Perez is a world leader in participatory modelling of complex socio-technical systems.

He is currently Director of the SMART Infrastructure Facility at the University of Wollongong, overseeing research in infrastructure-related fields such as water and energy efficiency, future transport and mobility, smart cities and communities, and infrastructure system engineering and logistics. As Director he is responsible for SMART’s academic governance and for establishing strategic scientific partnerships in Australia and beyond.

Snr Prof Perez was the catalyst behind the regional Digital Living Lab, a ‘smart communities’ initiative, funded by the University of Wollongong, aiming to offer a public and free-to-air internet-of-Things (IoT) network across the Illawarra and Shoalhaven regions in order to encourage the creation of problem-driven and community-oriented smart solutions with local start-ups, SMEs, Councils and associations.

Snr Prof Perez is a Fellow of the Royal Society of NSW and of the Modelling and Simulation Society of Australia and New Zealand (MSSANZ). He is also a member of the national Scientific Committee of the Australian Urban Research Infrastructure Network (AURIN). In 2002, he received an ARC-International Linkage Fellowship to develop social modelling research at the Australian National University.

Snr Prof Perez has published over 200 refereed articles and book chapters. In 2006, he co-edited with his colleague David Batten the book ‘Complex Science for a Complex World’ (ANU E Press).

Top Publications

Year	Title
2012	SimAmph: an agent-based simulation model for exploring the use of psychostimulants and related harm amongst young Australians Published in International Journal of Drug Policy
2012	Assessing the likelihood of realizing idealized goals: the case of urban water strategies Published in Environmental Modelling and Software
2011	Mental models: an interdisciplinary synthesis of theory and methods Published in Ecology and Society: a journal of integrative science for resilience and sustainability
2010	Modelling an urban water system on the edge of chaos Published in Environmental Modelling and Software
2010	Rainfall-human-spatial interactions in a salinity-prone agricultural region of the Western Australian wheat-belt Published in Ecological Modelling
2009	Extending drug ethno-epidemiology using agent-based modelling Published in Addiction
2013	A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination Published in Environmental Modelling and Software

Research Areas

Selected Publications

Journal Article

Year	Title
2020	A Case Study of WiFi Sniffing Performance Evaluation Published In IEEE Access Volume 8 Pages 129224 - 129235 Altmetric
2020	A game-based approach to exploring gender differences in smallholder decisions to change farming practices: White rice production in Laos Published In Sustainability Volume 12 ISSN 2071-1050 Altmetric
2020	A review of structural approach to flood management in coastal megacities of developing nations: current research and future directions Published In Journal of Environmental Planning and Management Volume 63 Pages 127 - 147 ISSN 0964-0568 Altmetric
2020	An Architecture Framework Approach for Complex Transport Projects Published In Information Systems Frontiers Altmetric
2020	Assessing the effects of mobility on air quality: The Liverpool Smart Pedestrian project Published In Transportation Research Procedia Volume 48 Pages 2197 - 2206 Altmetric
2020	Examining the potential of virtual reality to deliver remote rehabilitation Published In Computers in Human Behavior Volume 105 Altmetric
2020	Investigating the process of mine rescuers' safety training with immersive virtual reality: A structural equation modelling approach Published In Computers and Education Volume 153 Altmetric
2020	Traffic exhaust to wildfires: PM2.5 measurements with fixed and portable, low-cost LoRaWAN-connected sensors Published In PLoS One Volume 15 ISSN 1932-6203 Altmetric
2019	Computer Vision and IoT-Based Sensors in Flood Monitoring and Mapping: A Systematic Review Volume 19 Pages 5012-1 - 5012--28 ISSN 1424-8239 Altmetric
2019	Crowdsourced social media data for disaster management: Lessons from the PetaJakarta.org project Published In Computers, Environment and Urban Systems Volume 73 Pages 108 - 117 ISSN 0198-9715 Altmetric
2019	Edge-computing video analytics for real-time traffic monitoring in a smart city Volume 19 Pages 2048-1 - 2048-23 ISSN 1424-8239 Altmetric
2019	Revealing Seniors' Travel Patterns and Concerns Using Public Transport - a Case Study in Wollongong Published In Journal of Transport and Health Volume 14 Page p. 100707-S9 Altmetric
2019	The factors affecting the quality of learning process and outcome in virtual reality environment for safety training in the context of mining industry Published In Advances in Intelligent Systems and Computing Volume 780 Pages 404 - 411 Altmetric
2019	The price of a view: Estimating the impact of view on house prices Published In Pacific Rim Property Research Journal Volume 25 Pages 141 - 158 ISSN 1444-5921 Altmetric
2019	Understanding Spatial Variability of Air Quality in Sydney: Part 2—A Roadside Case Study Published In Atmosphere Volume 10 Pages 217-1 - 217-23 Altmetric
2018	A genetic column generation algorithm for sustainable spare part delivery: application to the Sydney DropPoint network Published In Annals of Operations Research Volume online first Pages 1 - 19 ISSN 0254-5330 Altmetric
2018	A qualitative evaluation of the role of virtual reality as a safety training tool for the mining industry Published In Lecture Notes in Computer Science Volume 10711 Pages 188 - 200 Altmetric
2018	Managing hydrological infrastructure assets for improved flood control in coastal mega-cities of developing nations Published In Urban Climate Volume 24 Pages 763 - 777 Altmetric
2018	Participation Patterns and Reliability of Human Sensing in Crowd-Sourced Disaster Management Published In Information Systems Frontiers: a journal of research and innovation Volume 20 Pages 713 - 728 ISSN 1387-3326 Altmetric
2017	Agent-based modelling for urban planning current limitations and future trends Published In Lecture Notes in Computer Science Volume 10051 Pages 60 - 69 Altmetric
2017	Evolution of a synthetic population and its daily mobility patterns under spatial strategies for urban growth Published In Lecture Notes in Geoinformation and Cartography Pages 399 - 417 Altmetric
2017	Hybrid method for building extraction in vegetation-rich urban areas from very high-resolution satellite imagery Published In Journal of Applied Remote Sensing Volume 11 Pages 036017-1 - 036017-12 ISSN 1931-3195 Altmetric
2017	Mapping for the future: Business intelligence tool to map regional housing stock Published In Procedia Engineering Volume 180 Pages 1684 - 1694 Altmetric
2017	Smart infrastructure: an emerging frontier for multidisciplinary research Published In Proceedings of the Institution of Civil Engineers: Smart Infrastructure and Construction Volume 170 Pages 8 - 16 Altmetric
2016	A heuristic combinatorial optimisation approach to synthesising a population for agent-based modelling purposes Published In Journal of Artificial Societies and Social Simulation Volume 19 Pages 11-1 - 11-21 ISSN 1460-7425 Altmetric
2016	A semi-empirical determination of perceived liveability Published In Bulletin of Sociological Methodology Volume 129 Pages 5 - 24 ISSN 0759-1063 Altmetric
2016	A systematic review of modelling approaches in economic evaluations of health interventions for drug and alcohol problems Published In BMC Health Services Research Volume 16 Pages 1 - 14 ISSN 1472-6963 Altmetric
2016	Building a microsimulation model of heroin use careers in Australia Published In International Journal of Microsimulation Volume 9 Pages 140 - 176 ISSN 1747-5864
2016	Editorial: Modelling and simulation in health care systems Published In International Journal of Systems Science: Operations & Logistics Volume Online First Pages 1 - 2 Altmetric
2016	Exploring how knowledge and communication influence natural resources management With ReHab Published In Simulation and Gaming: an international journal of theory, design and research Volume 47 Pages 257 - 284 ISSN 1046-8781 Altmetric
2015	An approach to plan and evaluate the location of radiotherapy services and its application in the New South Wales, Australia Published In Computer Methods and Programs in Biomedicine Volume 122 Pages 245 - 256 ISSN 0169-2607 Altmetric
2015	An ontologic agent-based model of recreational polydrug use: SimUse Published In International Journal of Simulation and Process Modelling Volume 10 Pages 207 - 222 ISSN 1740-2123 Altmetric
2015	Population accessibility to radiotherapy services in New South Wales Region of Australia: a methodological contribution Published In Journal of Physics: Conference Series Volume 616 Pages 012004-1 - 012004-9 Altmetric
2015	Simulating transport and land use interdependencies for strategic urban planning-an agent based modelling approach Published In Systems Volume 3 Pages 177 - 210 Altmetric
2015	Workshop synthesis: built environment and contextual variables Published In Transportation Research Procedia Volume 11 Pages 452 - 459 Altmetric
2014	Drivers influencing adaptive management: a retrospective evaluation of water quality decisions in South East Queensland (Australia) Published In Ambio Volume 43 Pages 1069 - 1081 ISSN 0044-7447 Altmetric
2014	Eliciting mental models: a comparison of interview procedures in the context of natural resource management Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 19 Pages 1 - 7 ISSN 1195-5449 Altmetric
2014	Generating a dynamic synthetic population - Using an age-structured two-sex model for household dynamics Published In PLoS One Volume 9 Pages e94761-1 - e94761-16 ISSN 1932-6203 Altmetric
2014	Smart home electricity management in the context of local power resources and smart grid Published In Journal of Clean Energy Technologies Volume 2 Pages 73 - 79 Altmetric
2014	Synthetic population initialization and evolution-agent-based modelling of population aging and household transitions Published In Lecture Notes in Computer Science Volume 8861 Pages 182 - 189 Altmetric
2014	Temporal and parametric study of traveller preference heterogeneity using random parameter logit model Published In International Journal for Traffic and Transport Engineering Volume 4 Pages 437 - 455 Altmetric
2013	A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination Published In Environmental Modelling and Software Volume 45 Pages 29 - 51 ISSN 1364-8152 Altmetric
2013	Using geospatial business intelligence to support regional infrastructure governance Published In Knowledge-Based Systems Volume 53 Pages 80 - 89 ISSN 0950-7051 Altmetric
2012	Are drug detection dogs and mass-media campaigns likely to be effective policy responses to psychostimulant use and related harm? Results from an agent-based simulation model Published In International Journal of Drug Policy Volume 23 Pages 148 - 153 ISSN 0955-3959 Altmetric
2012	Assessing the likelihood of realizing idealized goals: the case of urban water strategies Published In Environmental Modelling and Software Volume 35 Pages 50 - 60 ISSN 1364-8152 Altmetric
2012	Choosing a fishery’s governance structure using data poor methods Published In Marine Policy Volume 37 Pages 123 - 131 ISSN 0308-597X Altmetric
2012	SimAmph: an agent-based simulation model for exploring the use of psychostimulants and related harm amongst young Australians Published In International Journal of Drug Policy Volume 23 Pages 62 - 71 ISSN 0955-3959 Altmetric
2012	Simulating the dynamics of subsistence fishing communities: REEFGAME as a learning and data-gathering computer-assisted role-play game Published In Simulation and Gaming: an international journal of theory, design and research Volume 43 Pages 102 - 117 ISSN 1046-8781 Altmetric
2012	Waypoints on a journey of discovery: mental models in human environment interactions Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 17 Pages 23 - 33 ISSN 1195-5449 Altmetric
2011	Coupling biophysical and socioeconomic models for coral reef systems in Quintana Roo, Mexican Caribbean Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 16 Pages 1 - 21 ISSN 1195-5449
2011	Mental models: an interdisciplinary synthesis of theory and methods Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 16 Pages 46 - 46 ISSN 1195-5449
2010	Co-engineering participatory water management processes: theory and insights from Australian and Bulgarian interventions Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 15 ISSN 1195-5449
2010	Modelling an urban water system on the edge of chaos Published In Environmental Modelling and Software Volume 25 Pages 1528 - 1538 ISSN 1364-8152 Altmetric
2010	Rainfall-human-spatial interactions in a salinity-prone agricultural region of the Western Australian wheat-belt Published In Ecological Modelling Volume 221 Pages 812 - 824 ISSN 0304-3800 Altmetric
2009	Evaluating participatory modeling: Developing a framework for cross-case analysis Published In Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors Volume 44 Pages 1180 - 1195 ISSN 0364-152X Altmetric
2009	Evaluating participatory modeling: Developing a framework for cross-case analysis. Socio-Economics and the Environment in Discussion (SEED) Published In Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors Volume 44 Pages 1180 - 1195 ISSN 0364-152X Altmetric
2009	Extending drug ethno-epidemiology using agent-based modelling Published In Addiction Volume 104 Pages 1991 - 1997 ISSN 1360-0443 Altmetric
2009	Towards a generic ontology of recreational poly-drug use Published In Drug and Alcohol Review Volume 28 Pages A36 - A36 ISSN 0959-5236
2008	Policing Australia’s ‘Heroin Drought’ Using an Agent-Based Model to Simulate Alternative Outcomes Published In Journal of Experimental Criminology Volume 4 Pages 267 - 287 ISSN 1573-3750 Altmetric
2008	Safe water for people in low, small Island Pacific Nations: The rural-urban dilemma Published In Development (Cambridge) Volume 51 Pages 282 - 287 ISSN 0950-1991 Altmetric
2008	Urbanization and Water Development in the Pacific Islands Published In Development (Cambridge) Volume 51 Pages 49 - 55 ISSN 0950-1991 Altmetric
2008	Water troubles in a Pacific atoll town Published In Water Policy Volume 10 Pages 613 - 637 ISSN 1366-7017 Altmetric
2007	Challenges in freshwater management in low coral atolls Published In Journal of Cleaner Production Volume 15 Pages 1522 - 1528 ISSN 0959-6526 Altmetric
2007	Climatic and Human Influences on Groundwater in Low Atolls Published In Vadose Zone Journal Volume 6 Pages 581 - 590 ISSN 1539-1663 Altmetric
2007	Contribution of simulation and gaming to natural resource management issues: an introduction Published In Simulation and Gaming: an international journal of theory, design and research Volume 38 Pages 185 - 194 ISSN 1046-8781 Altmetric
2007	Simulation and gaming in natural resource management Published In Simulation and Gaming: an international journal of theory, design and research Volume 38 Pages 181 - 184 ISSN 1046-8781 Altmetric
2007	Who wants to terminate the Game? The role of vested interests and meta-players in the AtollGame experience Published In Simulation and Gaming: an international journal of theory, design and research Volume 38 Pages 494 - 511 ISSN 1046-8781 Altmetric

Chapter

Year	Title
2019	An information management strategy for city data hubs: Open data strategies for large organisations Published In Open Cities \| Open Data Publisher Singapore: Palgrave Macmillan Springer Pages 289 - 309 ISBN 9789811366048 Altmetric
2017	Living well in cities: Towards a location-based model of perceived urban liveability Published In Wellbeing, Recovery and Mental Health Publisher United Kingdom: Cambridge University Press Pages 277 - 288 ISBN 9781107543058 Altmetric
2016	Modelling mode choice of individual in linked trips with artificial neural networks and fuzzy representation Published In Artificial Neural Network Modelling Publisher Springer International Publishing Pages 405 - 422 Altmetric
2014	Assessment and monitoring of the effects of the CoMmod approach Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher Dordrecht: Springer Pages 155 - 187 Altmetric
2014	ComMod: engaged research's contribution to sustainable development Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher http://link.springer.com/book/10.1007%2F978-94-017-8557-0: Springer Pages 211 - 231 Altmetric
2014	How do participants view the technologies used in companion modelling? Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher http://link.springer.com/book/10.1007%2F978-94-017-8557-0: Springer Pages 189 - 209 Altmetric
2013	Participatory approaches Published In Simulating social complexity : a handbook Publisher Springer-Verlag Pages 197 - 234 Altmetric
2012	Science to inform and models to engage Published In Negotiating our future: living scenarios for Australia to 2050 (Volume 2) Publisher Australian Academy of Science Pages 147 - 160
2012	Social perspectives on sustainability and equity in Australia Published In Negotiating Our Future: Living scenarios for Australia to 2050 Publisher Australian Academy of Science Pages 93 - 114
2011	Assessment and monitoring of the effects of the ComMod approach Published In Companion modelling: a participatory approach to support sustainable development Publisher Paris, France: Editions QUAE Pages 141 - 167
2011	ComMod : engaged research's contribution to sustainable development Published In Companion modelling : A participatory approach to support sustainable development Publisher Editions QUAE Pages 187 - 204
2011	How do participants view the technologies used in companion modelling? Published In Companion modelling: a participatory approach to support sustainable development Publisher Editions QUAE Pages 169 - 186
2011	Scaling up models of the dynamics of coral reef ecosystems: an approach for science-based management of global change Published In Coral Reefs: An Ecosystem in Transition Publisher Berlin, Germany: Springer Pages 373 - 388 ISBN 9789400701137
2010	ComMod : une vision particulière du Développement Durable Published In La modélisation d'accompagnement : une démarche participative en appui au développement durable Publisher Quae Pages 203 - 222
2010	Comment les participants perçoivent les différentes technologies mobilisées pour l’accompagnement? Published In La modélisation d'accompagnement : une démarche participative en appui au développement durable Publisher Quae Pages 183 - 202
2010	Evaluation et Suivi des effets de la demarche Published In La modélisation d'accompagnement: une démarche participative en appui au développement durable Publisher Quae editions Page p. 153
2010	Participatory approaches and simulation of social complexity Published In Simulating Social Complexity: a Handbook Publisher Springer Page p. In Press
2010	SimReef and ReefGame: gaming for integrated reef research and management Published In Building capacity in coral reef science: An anthology of CRTR scholars’ research 2010 Publisher University of Queensland Pages 123 - 129
2008	Coping and managing under uncertainty Published In Uncertainty and Risk Multi-Disciplinary Perspectives Publisher Earthscan Pages 321 - 336
2008	Diffusion and social networks: revisiting medical innovation with agents Published In Complex Decision Making: Theory and Practice Publisher Springer Pages 247 - 268
2008	Drug law enforcement in an agent-based model: Simulating the disruption to street-level drug markets Published In Artificial Crime Analysis Systems: Using Computer Simulations and Geographic Information Systems Publisher IGI Global Pages 352 - 371
2008	Embracing social uncertainties with complex systems science Published In Uncertainty and Risk: Multidisciplinary Perspectives Publisher EarthScan Pages 147 - 155
2008	Foreward Published In Intelligent Complex Adaptive Systems Publisher IGI Publishing Pages vi - vii
2008	Innovation diffusion among heterogeneous agents: exploring complexity with Agent-Based Modelling (ABM) Published In Applications of Complex Adaptive Systems Publisher IGI Global Pages 113 - 141
2008	The nature of uncertainty Published In Uncertainty and Risk Multi-Disciplinary Perspectives Publisher United Kingdom: Earthscan Pages 289 - 304 ISBN 9780415597036
2008	Uncertainty metaphors, motives and morals Published In Uncertainty and Risk: Multidisciplinary Perspectives Publisher Earthscan Pages 305 - 333

Conference Paper

Year	Title
2020	Integrated modelling to aid strategic urban and regional planning Published In Proceedings - 21st International Congress on Modelling and Simulation, MODSIM 2015 Pages 1182 - 1187
2020	Investigating the relationship between students’ preferred learning style on their learning experience in virtual reality (VR) learning environment Published In Proceedings of the 1st International Conference on Human Interaction and Emerging Technologies (IHIET 2019) Pages 275 - 281 Altmetric
2020	Towards Agent-Based Traﬃc Simulation Using Live Data from Sensors for Smart Cities Published In 21st International Workshop on Multi-Agent-Based Simulation: MABS 2020 Pages 1 - 12
2019	Application of design science research to design a modelling approach for procurement of infrastructure systems Published In SysCon 2019 - 13th Annual IEEE International Systems Conference, Proceedings Pages 239 - 245 Altmetric
2019	Hydrogen as a future fuel, challenges and opportunities: An overview of modelling approaches Published In 23rd International Congress on Modelling and Simulation - Supporting Evidence-Based Decision Making: The Role of Modelling and Simulation, MODSIM 2019 Pages 610 - 615
2019	Meta-moderation for crowdsourced disaster management and urban participatory applications Published In 23rd International Congress on Modelling and Simulation Pages 596 - 602
2019	The application of Evolutionary Computation and Metaheuristics for Solving the Network Design Problems Published In 23rd International Congress on Modelling and Simulation (MODSIM2019) Page p. 194
2018	An Ontology Based Context-Aware Architecture for Smart Campus Applications Published In 2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications Pages 1056 - 1063 Altmetric
2018	Employing the model based systems engineering methodologies to develop a domain specific language for contracting of infrastructure projects Published In 2018 Annual IEEE International Systems Conference (SysCon) Pages 426 - 432 Altmetric
2018	Improving connectivity between coastal economics and capital cities Published In 27th Annual NSW Coastal Conference 2018 Pages 1 - 14
2018	Managing the Complexities of Infrastructure Procurement Projects - A Model Based Systems Engineering Approach Published In Systems Engineering Test and Evaluation Conference 2018: Unlocking the Future Through Systems Engineering: SETE 2018 Pages 502 - 516
2018	Multi-Agent and Smart Buildings: What? and Why? Published In 3rd International Workshop on Agent Based Modelling of Urban Systems Pages 3 - 6
2017	Assessing Infrastructure System of Systems Integrity Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017 Pages 838 - 844
2017	Breaking away from trend-based analysis for regional modelling and planning Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017 Pages 845 - 851
2017	Evaluating 360-Virtual Reality for Mining Industry’s Safety Training Published In International Conference on Human-Computer Interaction: HCI International 2017 - Posters' and Extended Abstracts Pages 555 - 561 Altmetric
2017	Small area coupling of synthetic census and spatial micro-simulation applied to mortgage taxation in Australia Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017 Pages 29 - 35
2016	A systematic approach to evaluate the role of virtual reality as a safety training tool in the context of the mining industry Published In Proceedings of the 2016 Coal Operators' Conference Pages 433 - 442
2016	Individual-level simulation model for cost benefit analysis in healthcare Published In Proceedings, 30th European Conference on Modelling and Simulation, ECMS 2016 Pages 138 - 144 Altmetric
2016	Regional planning and policy analysis in Australia through integrated economic modelling Published In 45th Australian Conference Of Economists 2016 Pages 1 - 23
2015	An agent based model for the simulation of transport demand and land use. Application to a Sydney metropolitan area Published In International Symposium for Next Generation Infrastructure (ISNGI 2014) Pages 69 - 74
2015	Citizen-driven flood mapping in Jakarta: a self-organising socio-technical system Published In Proceedings - 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW Pages 174 - 178 Altmetric
2015	Discrete event modelling for operational planning of urban public transport services - towards minimising the bunching of an urban bus service (WIP) Published In Summer Computer Simulation Conference (SCSC 2015) Pages 41 - 46
2015	Exploring agency relationship in transport service sector by analysing traveller choice behaviour Published In 14th International Conference on Computers in Urban Planning and Urban Management (CUPUM 2014) Pages 1 - 21
2015	Stepping away from trend analyses for regional integrated planning and modelling Published In International Symposium for Next Generation Infrastructure (ISNGI 2014) Pages 195 - 200
2015	Tour-based travel mode choice estimation based on data mining and fuzzy techniques Published In International Symposium for Next Generation Infrastructure (ISNGI 2014) Pages 215 - 220
2014	A lifetime individual sampling model (ISM) for heroin use and treatment evaluation in Australia Published In 11th International Multidisciplinary Modelling & Simulation Multiconference Pages 1 - 8
2014	A semi-deterministic approach for modelling of urban travel demand Published In International Symposium for Next Generation Infrastructure (ISNGI 2013) Pages 191 - 199
2014	A structure optimization algorithm of neural networks for large-scale data sets Published In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 956 - 961 Altmetric
2014	An agent based model for the simulation of road traffic and transport demand in a Sydney metropolitan area Published In ATT 2014: 8th International Workshop on Agents in Traffic and Transportation Pages 1 - 7
2014	Assessing the impact of virtual reality-based training on health and safety issues in the mining industry Published In Proceedings of the International Symposium for Next Generation Infrastructure, 1 - 4 October 2013 Pages 1 - 9 Altmetric
2014	Evaluating the influence of virtual reality-based training on workers' competencies in the mining industry Published In 13th International Conference on Modeling and Applied Simulation, MAS 2014 Pages 60 - 64
2014	Evaluation and application of transport accessibility measures: a non-metropolitan focus Published In 26th ARRB Conference: Research Driving Efficiency Pages 1 - 8
2014	Modelling and data frameworks for understanding infrastructure systems throuh a systems-of-systems lens Published In International Symposium for Next Generation Infrastructure (ISNGI 2013) Pages 469 - 481
2014	Smart home system: integration of energy facilities and environmental factors Published In 7th International Conference: Energy Efficiency in Domestic Appliances and Lighting (EEDAL' 2013) Pages 1242 - 1251 Altmetric
2014	TransMob: an agent based simulation of transport demand and residential mobility in South East Sydney Published In Social Simulation Conference Pages 1 - 7
2014	Understanding the effect of social networks on organisational success Published In 11th International Conference on Intellectual Capital, Knowledge Management & Organisational Learning (ICICKM2014) Pages 20 - 29
2013	A conceptual method for modeling residential utility consumption using complex fuzzy sets Published In Proceedings of the Joint World Congress and NAFIPS Annual Meeting Pages 1227 - 1232 Altmetric
2013	Adapting geospatial business intelligence for regional infrastructure planning Published In 20th International Congress on Modelling and Simulation Pages 1 - 7
2013	Evaluation of accessibility measures in practitioner policy and their effectiveness in non-metropolitan Areas Published In International Symposium for Next Generation Infrastructure Australia 2013 Pages 1 - 6 Altmetric
2013	Generating a synthetic population in support of agent-based modeling of transportation in Sydney Published In 20th International Congress on Modelling and Simulation Pages 1357 - 1363
2013	Impact of virtual training on safety and productivity in the mining industry Published In MODSIM2013, 20th International Congress on Modelling and Simulation Pages 64 - 70
2013	SimUse: modeling recreational polydrug use through an agent-based model Published In 12th International Conference on Modeling and Applied Simulation, MAS 2013, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2013
2012	A heuristic analytical technique for location-based liveability measurement Published In The Fifth Annual ASEARC Research Conference: Looking to the future Pages 35 - 38
2012	An experimental determination of perceived liveability in Sydney Published In ACSPRI Conferences, RC33 Eighth International Conference on Social Science Methodology Pages 1 - 13
2011	An agent-based model of alcohol use and abuse: SimARC Published In Proceedings of the 7th European Social Simularion Association Conference Pages 1 - 7
2011	Reflections on case studies, modelling and theory builidng Published In MODSIM2011, 19th International Congress on Modelling and Simulation Pages 2894 - 2900
2011	SimUse: simulation of recreational poly-drug use Published In 2011 IEEE Symposium on Artificial Life (ALIFE) Proceedings Pages 170 - 177 Altmetric
2010	A spatial agent-based model to explore scenarios of adaptation to climate change in an alpine tourism destination Published In 3rd World Congress on Social Simulation
2009	An ontology-based simulation model exploring the social contexts of psychostimulant use among young Australians Published In International Society for the Study of Drug Policy
2009	SimKat: a virtual laboratory to explore the impact of climate change scenarios on the Western Australian wheat-belt Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation Page p. 2734
2009	SimKat: a virtual laboratory to explore the impact of climate change scenarios on the Western Australian wheat-belt Published In Proceedings of the Conference on Integrated Assessment of Agriculture and Sustainable Development: Setting the Agenda for Science and Policy Pages 414 - 415
2009	SimReef: an agent-based model to address coastal management issues in the Yucatan Peninsula, Mexico Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation Pages 72 - 79
2009	Small town water governance in developing countries: the uncertainty curse Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation Pages 3018 - 3024
2009	Taking participatory in participatory modelling seriously Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation Pages 3011 - 3017
2008	One fish, two fish, red fish, blue fish: the use of simple agent-based models and role-play games to communicate key messages to community groups Published In Proceedings of the 11th International Coral Reef Symposium Page p. 173
2008	Participatory assessment of water developments in an atoll town Published In Adaptive and integrated water management: coping with complexity and uncertainty Pages 381 - 403

Report

Year	Title
2019	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Final Report Publisher SMART Infrastructure Facility
2018	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence, Phase 3- Statement of Work Publisher SMART Infrastructure Facility
2017	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Phase 2 Publisher SMART Infrastructure Facility
2016	Geo-Social Intelligence to Enhance Corporate Capability and Service Delivery Project, Milestone 1 Report (Volume 1). Executive Report: Current State of Knowledge and Remaining Gaps Publisher SMART Infrastructure Facility
2016	Phase 1, Milestone 2: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence Publisher SMART Infrastructure Facility
2016	Phase 1, Milestone 2: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Preliminary Scoping Report Publisher SMART Infrastructure Facility
2016	Phase 1, Milestone 3: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Report June 2016 Publisher SMART Infrastructure Facility

Investigator On

Year	Title
2020 - 2027	Securing Antarctica's Environmental Future Awarded by: Australian Research Council (ARC) Funding Scheme: Special Research Initiatives
2019	Family farming, Lifestyle and Health (FALAH) in the Pacific Awarded by: European Commission Funding Scheme: Horizon 2020 - Research and Innovation Framework Programme
2019	Microrecycling of battery and consumer wastes by manufacturing materials Awarded by: Australian Research Council (ARC) Funding Scheme: Industrial Transformation Research Hubs
2015	Clean Air and Urban Landscapes Hub Awarded by: National Environmental Science Programme (NESP) Funding Scheme: Clean Air and Urban Landscapes Hub
2014	Evaluating the impact of Virtual Reality-based training on the competency of rescue brigades Awarded by: Coal Services Health and Safety Trust Funding Scheme: Research Grant
2013	The value of providing health interventions for heroin use: a cost benefit analysis Awarded by: National Health and Medical Research Council (NHMRC) Funding Scheme: Project Grant
2011	Developing the capacity to model the impact of interventions that target high-risk drinking among young Australians Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Urban Analytics Data Infrastructure Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)
	"Sharkeye" -- Real-Time Smart App Alerting through Aerial Surveillance Awarded by: NSW Government Department of Industry Funding Scheme: Annual Competitive Grants Program
	Analytics to predict anaerobic codigestion & downstream process performance Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Projects
	Co-created True Accessibility Mapping with Wheelchair Users in Wollongong Awarded by: Northcott Funding Scheme: FundAbility
	Enhanced modelling capacity for the Industrial Ecology Virtual Laboratory Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)

Impact Story

3D printed fins for surfboards: finding the right flow
Summary
Engagement with media and working with industry

Detail View

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Detail of Impact
Our work on 3D printed resulted in a lot of media exposure for research at the University of Wollongong
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Crowdsourced Flood Mapping in Jakarta (PetaJakarta.org Project)
Summary
PetaJakarta.org (Map Jakarta) was the result of a world-first Joint Pilot Study initiated by researchers at the SMART Infrastructure Facility, University of Wollongong (UOW), in collaboration with the Jakarta Emergency Management Agency (BPBD DKI) and social media giant Twitter. Jakarta is regularly devastated by flooding during the annual monsoon. The infrastructure of this dense metropolis tends to <a href="http://voices.nationalgeographic.org/2015/11/05/how-to-draw-a-city-the-basics/" target="_blank" rel="noopener">lag behind its rate of growth</a>, making it vulnerable to natural disasters such as severe, city-wide flooding.Citizens had constantly criticised Jakarta’s Government Emergency Management Agency for their slow responses to natural disasters. As the tenth largest city in the world and with one of the highest numbers of Twitter users on the planet, there was an opportunity for this social media platform to play a significant role in flood management in Jakarta.For the first time, PetaJakarta.org empowered Jakarta citizens who know flooding in their locale the best, to actively report to government, enabling greater information sharing and data coordination among citizens and government agencies; this had, although long been desired, never ever possible before. Citizens of Jakarta could identify locations of flooding in real-time, helping them safely navigate the city. The novel technical solution has fostered equitable and collaborative adaptability and resilience to increasing environmental disasters with climate change.

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Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Computer Vision and Machine Learning in Disaster Management and Monitoring Process	Iqbal, Umair
Doctor of Philosophy	Identifying and Predicting the Trends and Patterns of Health Issues using Health Insurance Claims Data.	Webadu Wedanage, Koliya
Doctor of Philosophy	Microplastics biodegradation in water: factors and mechanisms	Punam Kristhombuge, Nuwanthi
Doctor of Philosophy	Optimization of electric bus operation considering mixed-type charging techniques	Hu, Hao
Doctor of Philosophy	Multi-Target Tracking Using Multiple Cameras Towards Privacy Preserving IVA for Edge Computing	Qian, Yan
Doctor of Philosophy	A Model-Based Systems Engineering Approach to Organisational Modelling: Developing a Tool to Model and Simulate Organisational Systems	Kennedy, Grace
Master of Philosophy - EIS	The impact of crisis on public transport travel patterns ¿ Evidence from smart card data analysis pre- and post-COVID-19 in Australia	Qu, Tianyang

Keywords

SIMULATION AND MODELLING, DECISION MAKING

Orcid Id

http://orcid.org/0000-0001-6151-6228 (confirmed)

Top Publications

Year	Title
2012	SimAmph: an agent-based simulation model for exploring the use of psychostimulants and related harm amongst young Australians Published in International Journal of Drug Policy
2012	Assessing the likelihood of realizing idealized goals: the case of urban water strategies Published in Environmental Modelling and Software
2011	Mental models: an interdisciplinary synthesis of theory and methods Published in Ecology and Society: a journal of integrative science for resilience and sustainability
2010	Modelling an urban water system on the edge of chaos Published in Environmental Modelling and Software
2010	Rainfall-human-spatial interactions in a salinity-prone agricultural region of the Western Australian wheat-belt Published in Ecological Modelling
2009	Extending drug ethno-epidemiology using agent-based modelling Published in Addiction
2013	A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination Published in Environmental Modelling and Software

Research Areas

Selected Publications

Journal Article

Year	Title
2020	A Case Study of WiFi Sniffing Performance Evaluation Published In IEEE Access Volume 8 Pages 129224 - 129235 Altmetric
2020	A game-based approach to exploring gender differences in smallholder decisions to change farming practices: White rice production in Laos Published In Sustainability Volume 12 ISSN 2071-1050 Altmetric
2020	A review of structural approach to flood management in coastal megacities of developing nations: current research and future directions Published In Journal of Environmental Planning and Management Volume 63 Pages 127 - 147 ISSN 0964-0568 Altmetric
2020	An Architecture Framework Approach for Complex Transport Projects Published In Information Systems Frontiers Altmetric
2020	Assessing the effects of mobility on air quality: The Liverpool Smart Pedestrian project Published In Transportation Research Procedia Volume 48 Pages 2197 - 2206 Altmetric
2020	Examining the potential of virtual reality to deliver remote rehabilitation Published In Computers in Human Behavior Volume 105 Altmetric
2020	Investigating the process of mine rescuers' safety training with immersive virtual reality: A structural equation modelling approach Published In Computers and Education Volume 153 Altmetric
2020	Traffic exhaust to wildfires: PM2.5 measurements with fixed and portable, low-cost LoRaWAN-connected sensors Published In PLoS One Volume 15 ISSN 1932-6203 Altmetric
2019	Computer Vision and IoT-Based Sensors in Flood Monitoring and Mapping: A Systematic Review Volume 19 Pages 5012-1 - 5012--28 ISSN 1424-8239 Altmetric
2019	Crowdsourced social media data for disaster management: Lessons from the PetaJakarta.org project Published In Computers, Environment and Urban Systems Volume 73 Pages 108 - 117 ISSN 0198-9715 Altmetric
2019	Edge-computing video analytics for real-time traffic monitoring in a smart city Volume 19 Pages 2048-1 - 2048-23 ISSN 1424-8239 Altmetric
2019	Revealing Seniors' Travel Patterns and Concerns Using Public Transport - a Case Study in Wollongong Published In Journal of Transport and Health Volume 14 Page p. 100707-S9 Altmetric
2019	The factors affecting the quality of learning process and outcome in virtual reality environment for safety training in the context of mining industry Published In Advances in Intelligent Systems and Computing Volume 780 Pages 404 - 411 Altmetric
2019	The price of a view: Estimating the impact of view on house prices Published In Pacific Rim Property Research Journal Volume 25 Pages 141 - 158 ISSN 1444-5921 Altmetric
2019	Understanding Spatial Variability of Air Quality in Sydney: Part 2—A Roadside Case Study Published In Atmosphere Volume 10 Pages 217-1 - 217-23 Altmetric
2018	A genetic column generation algorithm for sustainable spare part delivery: application to the Sydney DropPoint network Published In Annals of Operations Research Volume online first Pages 1 - 19 ISSN 0254-5330 Altmetric
2018	A qualitative evaluation of the role of virtual reality as a safety training tool for the mining industry Published In Lecture Notes in Computer Science Volume 10711 Pages 188 - 200 Altmetric
2018	Managing hydrological infrastructure assets for improved flood control in coastal mega-cities of developing nations Published In Urban Climate Volume 24 Pages 763 - 777 Altmetric
2018	Participation Patterns and Reliability of Human Sensing in Crowd-Sourced Disaster Management Published In Information Systems Frontiers: a journal of research and innovation Volume 20 Pages 713 - 728 ISSN 1387-3326 Altmetric
2017	Agent-based modelling for urban planning current limitations and future trends Published In Lecture Notes in Computer Science Volume 10051 Pages 60 - 69 Altmetric
2017	Evolution of a synthetic population and its daily mobility patterns under spatial strategies for urban growth Published In Lecture Notes in Geoinformation and Cartography Pages 399 - 417 Altmetric
2017	Hybrid method for building extraction in vegetation-rich urban areas from very high-resolution satellite imagery Published In Journal of Applied Remote Sensing Volume 11 Pages 036017-1 - 036017-12 ISSN 1931-3195 Altmetric
2017	Mapping for the future: Business intelligence tool to map regional housing stock Published In Procedia Engineering Volume 180 Pages 1684 - 1694 Altmetric
2017	Smart infrastructure: an emerging frontier for multidisciplinary research Published In Proceedings of the Institution of Civil Engineers: Smart Infrastructure and Construction Volume 170 Pages 8 - 16 Altmetric
2016	A heuristic combinatorial optimisation approach to synthesising a population for agent-based modelling purposes Published In Journal of Artificial Societies and Social Simulation Volume 19 Pages 11-1 - 11-21 ISSN 1460-7425 Altmetric
2016	A semi-empirical determination of perceived liveability Published In Bulletin of Sociological Methodology Volume 129 Pages 5 - 24 ISSN 0759-1063 Altmetric
2016	A systematic review of modelling approaches in economic evaluations of health interventions for drug and alcohol problems Published In BMC Health Services Research Volume 16 Pages 1 - 14 ISSN 1472-6963 Altmetric
2016	Building a microsimulation model of heroin use careers in Australia Published In International Journal of Microsimulation Volume 9 Pages 140 - 176 ISSN 1747-5864
2016	Editorial: Modelling and simulation in health care systems Published In International Journal of Systems Science: Operations & Logistics Volume Online First Pages 1 - 2 Altmetric
2016	Exploring how knowledge and communication influence natural resources management With ReHab Published In Simulation and Gaming: an international journal of theory, design and research Volume 47 Pages 257 - 284 ISSN 1046-8781 Altmetric
2015	An approach to plan and evaluate the location of radiotherapy services and its application in the New South Wales, Australia Published In Computer Methods and Programs in Biomedicine Volume 122 Pages 245 - 256 ISSN 0169-2607 Altmetric
2015	An ontologic agent-based model of recreational polydrug use: SimUse Published In International Journal of Simulation and Process Modelling Volume 10 Pages 207 - 222 ISSN 1740-2123 Altmetric
2015	Population accessibility to radiotherapy services in New South Wales Region of Australia: a methodological contribution Published In Journal of Physics: Conference Series Volume 616 Pages 012004-1 - 012004-9 Altmetric
2015	Simulating transport and land use interdependencies for strategic urban planning-an agent based modelling approach Published In Systems Volume 3 Pages 177 - 210 Altmetric
2015	Workshop synthesis: built environment and contextual variables Published In Transportation Research Procedia Volume 11 Pages 452 - 459 Altmetric
2014	Drivers influencing adaptive management: a retrospective evaluation of water quality decisions in South East Queensland (Australia) Published In Ambio Volume 43 Pages 1069 - 1081 ISSN 0044-7447 Altmetric
2014	Eliciting mental models: a comparison of interview procedures in the context of natural resource management Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 19 Pages 1 - 7 ISSN 1195-5449 Altmetric
2014	Generating a dynamic synthetic population - Using an age-structured two-sex model for household dynamics Published In PLoS One Volume 9 Pages e94761-1 - e94761-16 ISSN 1932-6203 Altmetric
2014	Smart home electricity management in the context of local power resources and smart grid Published In Journal of Clean Energy Technologies Volume 2 Pages 73 - 79 Altmetric
2014	Synthetic population initialization and evolution-agent-based modelling of population aging and household transitions Published In Lecture Notes in Computer Science Volume 8861 Pages 182 - 189 Altmetric
2014	Temporal and parametric study of traveller preference heterogeneity using random parameter logit model Published In International Journal for Traffic and Transport Engineering Volume 4 Pages 437 - 455 Altmetric
2013	A spatial agent-based model for assessing strategies of adaptation to climate and tourism demand changes in an alpine tourism destination Published In Environmental Modelling and Software Volume 45 Pages 29 - 51 ISSN 1364-8152 Altmetric
2013	Using geospatial business intelligence to support regional infrastructure governance Published In Knowledge-Based Systems Volume 53 Pages 80 - 89 ISSN 0950-7051 Altmetric
2012	Are drug detection dogs and mass-media campaigns likely to be effective policy responses to psychostimulant use and related harm? Results from an agent-based simulation model Published In International Journal of Drug Policy Volume 23 Pages 148 - 153 ISSN 0955-3959 Altmetric
2012	Assessing the likelihood of realizing idealized goals: the case of urban water strategies Published In Environmental Modelling and Software Volume 35 Pages 50 - 60 ISSN 1364-8152 Altmetric
2012	Choosing a fishery’s governance structure using data poor methods Published In Marine Policy Volume 37 Pages 123 - 131 ISSN 0308-597X Altmetric
2012	SimAmph: an agent-based simulation model for exploring the use of psychostimulants and related harm amongst young Australians Published In International Journal of Drug Policy Volume 23 Pages 62 - 71 ISSN 0955-3959 Altmetric
2012	Simulating the dynamics of subsistence fishing communities: REEFGAME as a learning and data-gathering computer-assisted role-play game Published In Simulation and Gaming: an international journal of theory, design and research Volume 43 Pages 102 - 117 ISSN 1046-8781 Altmetric
2012	Waypoints on a journey of discovery: mental models in human environment interactions Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 17 Pages 23 - 33 ISSN 1195-5449 Altmetric
2011	Coupling biophysical and socioeconomic models for coral reef systems in Quintana Roo, Mexican Caribbean Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 16 Pages 1 - 21 ISSN 1195-5449
2011	Mental models: an interdisciplinary synthesis of theory and methods Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 16 Pages 46 - 46 ISSN 1195-5449
2010	Co-engineering participatory water management processes: theory and insights from Australian and Bulgarian interventions Published In Ecology and Society: a journal of integrative science for resilience and sustainability Volume 15 ISSN 1195-5449
2010	Modelling an urban water system on the edge of chaos Published In Environmental Modelling and Software Volume 25 Pages 1528 - 1538 ISSN 1364-8152 Altmetric
2010	Rainfall-human-spatial interactions in a salinity-prone agricultural region of the Western Australian wheat-belt Published In Ecological Modelling Volume 221 Pages 812 - 824 ISSN 0304-3800 Altmetric
2009	Evaluating participatory modeling: Developing a framework for cross-case analysis Published In Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors Volume 44 Pages 1180 - 1195 ISSN 0364-152X Altmetric
2009	Evaluating participatory modeling: Developing a framework for cross-case analysis. Socio-Economics and the Environment in Discussion (SEED) Published In Environmental Management (New York): an international journal for decision-makers, scientists and environmental auditors Volume 44 Pages 1180 - 1195 ISSN 0364-152X Altmetric
2009	Extending drug ethno-epidemiology using agent-based modelling Published In Addiction Volume 104 Pages 1991 - 1997 ISSN 1360-0443 Altmetric
2009	Towards a generic ontology of recreational poly-drug use Published In Drug and Alcohol Review Volume 28 Pages A36 - A36 ISSN 0959-5236
2008	Policing Australia’s ‘Heroin Drought’ Using an Agent-Based Model to Simulate Alternative Outcomes Published In Journal of Experimental Criminology Volume 4 Pages 267 - 287 ISSN 1573-3750 Altmetric
2008	Safe water for people in low, small Island Pacific Nations: The rural-urban dilemma Published In Development (Cambridge) Volume 51 Pages 282 - 287 ISSN 0950-1991 Altmetric
2008	Urbanization and Water Development in the Pacific Islands Published In Development (Cambridge) Volume 51 Pages 49 - 55 ISSN 0950-1991 Altmetric
2008	Water troubles in a Pacific atoll town Published In Water Policy Volume 10 Pages 613 - 637 ISSN 1366-7017 Altmetric
2007	Challenges in freshwater management in low coral atolls Published In Journal of Cleaner Production Volume 15 Pages 1522 - 1528 ISSN 0959-6526 Altmetric
2007	Climatic and Human Influences on Groundwater in Low Atolls Published In Vadose Zone Journal Volume 6 Pages 581 - 590 ISSN 1539-1663 Altmetric
2007	Contribution of simulation and gaming to natural resource management issues: an introduction Published In Simulation and Gaming: an international journal of theory, design and research Volume 38 Pages 185 - 194 ISSN 1046-8781 Altmetric
2007	Simulation and gaming in natural resource management Published In Simulation and Gaming: an international journal of theory, design and research Volume 38 Pages 181 - 184 ISSN 1046-8781 Altmetric
2007	Who wants to terminate the Game? The role of vested interests and meta-players in the AtollGame experience Published In Simulation and Gaming: an international journal of theory, design and research Volume 38 Pages 494 - 511 ISSN 1046-8781 Altmetric

Chapter

Year	Title
2019	An information management strategy for city data hubs: Open data strategies for large organisations Published In Open Cities \| Open Data Publisher Singapore: Palgrave Macmillan Springer Pages 289 - 309 ISBN 9789811366048 Altmetric
2017	Living well in cities: Towards a location-based model of perceived urban liveability Published In Wellbeing, Recovery and Mental Health Publisher United Kingdom: Cambridge University Press Pages 277 - 288 ISBN 9781107543058 Altmetric
2016	Modelling mode choice of individual in linked trips with artificial neural networks and fuzzy representation Published In Artificial Neural Network Modelling Publisher Springer International Publishing Pages 405 - 422 Altmetric
2014	Assessment and monitoring of the effects of the CoMmod approach Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher Dordrecht: Springer Pages 155 - 187 Altmetric
2014	ComMod: engaged research's contribution to sustainable development Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher http://link.springer.com/book/10.1007%2F978-94-017-8557-0: Springer Pages 211 - 231 Altmetric
2014	How do participants view the technologies used in companion modelling? Published In Companion Modelling: a Participatory Approach to Support Sustainable Development Publisher http://link.springer.com/book/10.1007%2F978-94-017-8557-0: Springer Pages 189 - 209 Altmetric
2013	Participatory approaches Published In Simulating social complexity : a handbook Publisher Springer-Verlag Pages 197 - 234 Altmetric
2012	Science to inform and models to engage Published In Negotiating our future: living scenarios for Australia to 2050 (Volume 2) Publisher Australian Academy of Science Pages 147 - 160
2012	Social perspectives on sustainability and equity in Australia Published In Negotiating Our Future: Living scenarios for Australia to 2050 Publisher Australian Academy of Science Pages 93 - 114
2011	Assessment and monitoring of the effects of the ComMod approach Published In Companion modelling: a participatory approach to support sustainable development Publisher Paris, France: Editions QUAE Pages 141 - 167
2011	ComMod : engaged research's contribution to sustainable development Published In Companion modelling : A participatory approach to support sustainable development Publisher Editions QUAE Pages 187 - 204
2011	How do participants view the technologies used in companion modelling? Published In Companion modelling: a participatory approach to support sustainable development Publisher Editions QUAE Pages 169 - 186
2011	Scaling up models of the dynamics of coral reef ecosystems: an approach for science-based management of global change Published In Coral Reefs: An Ecosystem in Transition Publisher Berlin, Germany: Springer Pages 373 - 388 ISBN 9789400701137
2010	ComMod : une vision particulière du Développement Durable Published In La modélisation d'accompagnement : une démarche participative en appui au développement durable Publisher Quae Pages 203 - 222
2010	Comment les participants perçoivent les différentes technologies mobilisées pour l’accompagnement? Published In La modélisation d'accompagnement : une démarche participative en appui au développement durable Publisher Quae Pages 183 - 202
2010	Evaluation et Suivi des effets de la demarche Published In La modélisation d'accompagnement: une démarche participative en appui au développement durable Publisher Quae editions Page p. 153
2010	Participatory approaches and simulation of social complexity Published In Simulating Social Complexity: a Handbook Publisher Springer Page p. In Press
2010	SimReef and ReefGame: gaming for integrated reef research and management Published In Building capacity in coral reef science: An anthology of CRTR scholars’ research 2010 Publisher University of Queensland Pages 123 - 129
2008	Coping and managing under uncertainty Published In Uncertainty and Risk Multi-Disciplinary Perspectives Publisher Earthscan Pages 321 - 336
2008	Diffusion and social networks: revisiting medical innovation with agents Published In Complex Decision Making: Theory and Practice Publisher Springer Pages 247 - 268
2008	Drug law enforcement in an agent-based model: Simulating the disruption to street-level drug markets Published In Artificial Crime Analysis Systems: Using Computer Simulations and Geographic Information Systems Publisher IGI Global Pages 352 - 371
2008	Embracing social uncertainties with complex systems science Published In Uncertainty and Risk: Multidisciplinary Perspectives Publisher EarthScan Pages 147 - 155
2008	Foreward Published In Intelligent Complex Adaptive Systems Publisher IGI Publishing Pages vi - vii
2008	Innovation diffusion among heterogeneous agents: exploring complexity with Agent-Based Modelling (ABM) Published In Applications of Complex Adaptive Systems Publisher IGI Global Pages 113 - 141
2008	The nature of uncertainty Published In Uncertainty and Risk Multi-Disciplinary Perspectives Publisher United Kingdom: Earthscan Pages 289 - 304 ISBN 9780415597036
2008	Uncertainty metaphors, motives and morals Published In Uncertainty and Risk: Multidisciplinary Perspectives Publisher Earthscan Pages 305 - 333

Conference Paper

Year	Title
2020	Integrated modelling to aid strategic urban and regional planning Published In Proceedings - 21st International Congress on Modelling and Simulation, MODSIM 2015 Pages 1182 - 1187
2020	Investigating the relationship between students’ preferred learning style on their learning experience in virtual reality (VR) learning environment Published In Proceedings of the 1st International Conference on Human Interaction and Emerging Technologies (IHIET 2019) Pages 275 - 281 Altmetric
2020	Towards Agent-Based Traﬃc Simulation Using Live Data from Sensors for Smart Cities Published In 21st International Workshop on Multi-Agent-Based Simulation: MABS 2020 Pages 1 - 12
2019	Application of design science research to design a modelling approach for procurement of infrastructure systems Published In SysCon 2019 - 13th Annual IEEE International Systems Conference, Proceedings Pages 239 - 245 Altmetric
2019	Hydrogen as a future fuel, challenges and opportunities: An overview of modelling approaches Published In 23rd International Congress on Modelling and Simulation - Supporting Evidence-Based Decision Making: The Role of Modelling and Simulation, MODSIM 2019 Pages 610 - 615
2019	Meta-moderation for crowdsourced disaster management and urban participatory applications Published In 23rd International Congress on Modelling and Simulation Pages 596 - 602
2019	The application of Evolutionary Computation and Metaheuristics for Solving the Network Design Problems Published In 23rd International Congress on Modelling and Simulation (MODSIM2019) Page p. 194
2018	An Ontology Based Context-Aware Architecture for Smart Campus Applications Published In 2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications Pages 1056 - 1063 Altmetric
2018	Employing the model based systems engineering methodologies to develop a domain specific language for contracting of infrastructure projects Published In 2018 Annual IEEE International Systems Conference (SysCon) Pages 426 - 432 Altmetric
2018	Improving connectivity between coastal economics and capital cities Published In 27th Annual NSW Coastal Conference 2018 Pages 1 - 14
2018	Managing the Complexities of Infrastructure Procurement Projects - A Model Based Systems Engineering Approach Published In Systems Engineering Test and Evaluation Conference 2018: Unlocking the Future Through Systems Engineering: SETE 2018 Pages 502 - 516
2018	Multi-Agent and Smart Buildings: What? and Why? Published In 3rd International Workshop on Agent Based Modelling of Urban Systems Pages 3 - 6
2017	Assessing Infrastructure System of Systems Integrity Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017 Pages 838 - 844
2017	Breaking away from trend-based analysis for regional modelling and planning Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017 Pages 845 - 851
2017	Evaluating 360-Virtual Reality for Mining Industry’s Safety Training Published In International Conference on Human-Computer Interaction: HCI International 2017 - Posters' and Extended Abstracts Pages 555 - 561 Altmetric
2017	Small area coupling of synthetic census and spatial micro-simulation applied to mortgage taxation in Australia Published In Proceedings - 22nd International Congress on Modelling and Simulation, MODSIM 2017 Pages 29 - 35
2016	A systematic approach to evaluate the role of virtual reality as a safety training tool in the context of the mining industry Published In Proceedings of the 2016 Coal Operators' Conference Pages 433 - 442
2016	Individual-level simulation model for cost benefit analysis in healthcare Published In Proceedings, 30th European Conference on Modelling and Simulation, ECMS 2016 Pages 138 - 144 Altmetric
2016	Regional planning and policy analysis in Australia through integrated economic modelling Published In 45th Australian Conference Of Economists 2016 Pages 1 - 23
2015	An agent based model for the simulation of transport demand and land use. Application to a Sydney metropolitan area Published In International Symposium for Next Generation Infrastructure (ISNGI 2014) Pages 69 - 74
2015	Citizen-driven flood mapping in Jakarta: a self-organising socio-technical system Published In Proceedings - 2015 IEEE 9th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW Pages 174 - 178 Altmetric
2015	Discrete event modelling for operational planning of urban public transport services - towards minimising the bunching of an urban bus service (WIP) Published In Summer Computer Simulation Conference (SCSC 2015) Pages 41 - 46
2015	Exploring agency relationship in transport service sector by analysing traveller choice behaviour Published In 14th International Conference on Computers in Urban Planning and Urban Management (CUPUM 2014) Pages 1 - 21
2015	Stepping away from trend analyses for regional integrated planning and modelling Published In International Symposium for Next Generation Infrastructure (ISNGI 2014) Pages 195 - 200
2015	Tour-based travel mode choice estimation based on data mining and fuzzy techniques Published In International Symposium for Next Generation Infrastructure (ISNGI 2014) Pages 215 - 220
2014	A lifetime individual sampling model (ISM) for heroin use and treatment evaluation in Australia Published In 11th International Multidisciplinary Modelling & Simulation Multiconference Pages 1 - 8
2014	A semi-deterministic approach for modelling of urban travel demand Published In International Symposium for Next Generation Infrastructure (ISNGI 2013) Pages 191 - 199
2014	A structure optimization algorithm of neural networks for large-scale data sets Published In 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Pages 956 - 961 Altmetric
2014	An agent based model for the simulation of road traffic and transport demand in a Sydney metropolitan area Published In ATT 2014: 8th International Workshop on Agents in Traffic and Transportation Pages 1 - 7
2014	Assessing the impact of virtual reality-based training on health and safety issues in the mining industry Published In Proceedings of the International Symposium for Next Generation Infrastructure, 1 - 4 October 2013 Pages 1 - 9 Altmetric
2014	Evaluating the influence of virtual reality-based training on workers' competencies in the mining industry Published In 13th International Conference on Modeling and Applied Simulation, MAS 2014 Pages 60 - 64
2014	Evaluation and application of transport accessibility measures: a non-metropolitan focus Published In 26th ARRB Conference: Research Driving Efficiency Pages 1 - 8
2014	Modelling and data frameworks for understanding infrastructure systems throuh a systems-of-systems lens Published In International Symposium for Next Generation Infrastructure (ISNGI 2013) Pages 469 - 481
2014	Smart home system: integration of energy facilities and environmental factors Published In 7th International Conference: Energy Efficiency in Domestic Appliances and Lighting (EEDAL' 2013) Pages 1242 - 1251 Altmetric
2014	TransMob: an agent based simulation of transport demand and residential mobility in South East Sydney Published In Social Simulation Conference Pages 1 - 7
2014	Understanding the effect of social networks on organisational success Published In 11th International Conference on Intellectual Capital, Knowledge Management & Organisational Learning (ICICKM2014) Pages 20 - 29
2013	A conceptual method for modeling residential utility consumption using complex fuzzy sets Published In Proceedings of the Joint World Congress and NAFIPS Annual Meeting Pages 1227 - 1232 Altmetric
2013	Adapting geospatial business intelligence for regional infrastructure planning Published In 20th International Congress on Modelling and Simulation Pages 1 - 7
2013	Evaluation of accessibility measures in practitioner policy and their effectiveness in non-metropolitan Areas Published In International Symposium for Next Generation Infrastructure Australia 2013 Pages 1 - 6 Altmetric
2013	Generating a synthetic population in support of agent-based modeling of transportation in Sydney Published In 20th International Congress on Modelling and Simulation Pages 1357 - 1363
2013	Impact of virtual training on safety and productivity in the mining industry Published In MODSIM2013, 20th International Congress on Modelling and Simulation Pages 64 - 70
2013	SimUse: modeling recreational polydrug use through an agent-based model Published In 12th International Conference on Modeling and Applied Simulation, MAS 2013, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2013
2012	A heuristic analytical technique for location-based liveability measurement Published In The Fifth Annual ASEARC Research Conference: Looking to the future Pages 35 - 38
2012	An experimental determination of perceived liveability in Sydney Published In ACSPRI Conferences, RC33 Eighth International Conference on Social Science Methodology Pages 1 - 13
2011	An agent-based model of alcohol use and abuse: SimARC Published In Proceedings of the 7th European Social Simularion Association Conference Pages 1 - 7
2011	Reflections on case studies, modelling and theory builidng Published In MODSIM2011, 19th International Congress on Modelling and Simulation Pages 2894 - 2900
2011	SimUse: simulation of recreational poly-drug use Published In 2011 IEEE Symposium on Artificial Life (ALIFE) Proceedings Pages 170 - 177 Altmetric
2010	A spatial agent-based model to explore scenarios of adaptation to climate change in an alpine tourism destination Published In 3rd World Congress on Social Simulation
2009	An ontology-based simulation model exploring the social contexts of psychostimulant use among young Australians Published In International Society for the Study of Drug Policy
2009	SimKat: a virtual laboratory to explore the impact of climate change scenarios on the Western Australian wheat-belt Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation Page p. 2734
2009	SimKat: a virtual laboratory to explore the impact of climate change scenarios on the Western Australian wheat-belt Published In Proceedings of the Conference on Integrated Assessment of Agriculture and Sustainable Development: Setting the Agenda for Science and Policy Pages 414 - 415
2009	SimReef: an agent-based model to address coastal management issues in the Yucatan Peninsula, Mexico Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation Pages 72 - 79
2009	Small town water governance in developing countries: the uncertainty curse Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation Pages 3018 - 3024
2009	Taking participatory in participatory modelling seriously Published In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation Pages 3011 - 3017
2008	One fish, two fish, red fish, blue fish: the use of simple agent-based models and role-play games to communicate key messages to community groups Published In Proceedings of the 11th International Coral Reef Symposium Page p. 173
2008	Participatory assessment of water developments in an atoll town Published In Adaptive and integrated water management: coping with complexity and uncertainty Pages 381 - 403

Report

Year	Title
2019	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Final Report Publisher SMART Infrastructure Facility
2018	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence, Phase 3- Statement of Work Publisher SMART Infrastructure Facility
2017	Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Phase 2 Publisher SMART Infrastructure Facility
2016	Geo-Social Intelligence to Enhance Corporate Capability and Service Delivery Project, Milestone 1 Report (Volume 1). Executive Report: Current State of Knowledge and Remaining Gaps Publisher SMART Infrastructure Facility
2016	Phase 1, Milestone 2: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence Publisher SMART Infrastructure Facility
2016	Phase 1, Milestone 2: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Preliminary Scoping Report Publisher SMART Infrastructure Facility
2016	Phase 1, Milestone 3: Enhancing Corporate Capability and Service Delivery through Advanced Geo-Social Intelligence- Report June 2016 Publisher SMART Infrastructure Facility

Investigator On

Year	Title
2020 - 2027	Securing Antarctica's Environmental Future Awarded by: Australian Research Council (ARC) Funding Scheme: Special Research Initiatives
2019	Family farming, Lifestyle and Health (FALAH) in the Pacific Awarded by: European Commission Funding Scheme: Horizon 2020 - Research and Innovation Framework Programme
2019	Microrecycling of battery and consumer wastes by manufacturing materials Awarded by: Australian Research Council (ARC) Funding Scheme: Industrial Transformation Research Hubs
2015	Clean Air and Urban Landscapes Hub Awarded by: National Environmental Science Programme (NESP) Funding Scheme: Clean Air and Urban Landscapes Hub
2014	Evaluating the impact of Virtual Reality-based training on the competency of rescue brigades Awarded by: Coal Services Health and Safety Trust Funding Scheme: Research Grant
2013	The value of providing health interventions for heroin use: a cost benefit analysis Awarded by: National Health and Medical Research Council (NHMRC) Funding Scheme: Project Grant
2011	Developing the capacity to model the impact of interventions that target high-risk drinking among young Australians Awarded by: Australian Research Council (ARC) Funding Scheme: Discovery Projects
	Urban Analytics Data Infrastructure Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)
	"Sharkeye" -- Real-Time Smart App Alerting through Aerial Surveillance Awarded by: NSW Government Department of Industry Funding Scheme: Annual Competitive Grants Program
	Analytics to predict anaerobic codigestion & downstream process performance Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Projects
	Co-created True Accessibility Mapping with Wheelchair Users in Wollongong Awarded by: Northcott Funding Scheme: FundAbility
	Enhanced modelling capacity for the Industrial Ecology Virtual Laboratory Awarded by: Australian Research Council (ARC) Funding Scheme: Linkage Infrastructure Equipment & Facilities (LIEF)

Impact Story

3D printed fins for surfboards: finding the right flow
Summary
Engagement with media and working with industry

Detail View

Detail View Summary View
Detail of Impact
Our work on 3D printed resulted in a lot of media exposure for research at the University of Wollongong
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UOW Researchers / Collaborators
Crowdsourced Flood Mapping in Jakarta (PetaJakarta.org Project)
Summary
PetaJakarta.org (Map Jakarta) was the result of a world-first Joint Pilot Study initiated by researchers at the SMART Infrastructure Facility, University of Wollongong (UOW), in collaboration with the Jakarta Emergency Management Agency (BPBD DKI) and social media giant Twitter. Jakarta is regularly devastated by flooding during the annual monsoon. The infrastructure of this dense metropolis tends to <a href="http://voices.nationalgeographic.org/2015/11/05/how-to-draw-a-city-the-basics/" target="_blank" rel="noopener">lag behind its rate of growth</a>, making it vulnerable to natural disasters such as severe, city-wide flooding.Citizens had constantly criticised Jakarta’s Government Emergency Management Agency for their slow responses to natural disasters. As the tenth largest city in the world and with one of the highest numbers of Twitter users on the planet, there was an opportunity for this social media platform to play a significant role in flood management in Jakarta.For the first time, PetaJakarta.org empowered Jakarta citizens who know flooding in their locale the best, to actively report to government, enabling greater information sharing and data coordination among citizens and government agencies; this had, although long been desired, never ever possible before. Citizens of Jakarta could identify locations of flooding in real-time, helping them safely navigate the city. The novel technical solution has fostered equitable and collaborative adaptability and resilience to increasing environmental disasters with climate change.

Detail View

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Beneficiary Quantification Description
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UOW Researchers / Collaborators

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Computer Vision and Machine Learning in Disaster Management and Monitoring Process	Iqbal, Umair
Doctor of Philosophy	Identifying and Predicting the Trends and Patterns of Health Issues using Health Insurance Claims Data.	Webadu Wedanage, Koliya
Doctor of Philosophy	Microplastics biodegradation in water: factors and mechanisms	Punam Kristhombuge, Nuwanthi
Doctor of Philosophy	Optimization of electric bus operation considering mixed-type charging techniques	Hu, Hao
Doctor of Philosophy	Multi-Target Tracking Using Multiple Cameras Towards Privacy Preserving IVA for Edge Computing	Qian, Yan
Doctor of Philosophy	A Model-Based Systems Engineering Approach to Organisational Modelling: Developing a Tool to Model and Simulate Organisational Systems	Kennedy, Grace
Master of Philosophy - EIS	The impact of crisis on public transport travel patterns ¿ Evidence from smart card data analysis pre- and post-COVID-19 in Australia	Qu, Tianyang

Keywords

SIMULATION AND MODELLING, DECISION MAKING

Orcid Id

http://orcid.org/0000-0001-6151-6228 (confirmed)

Overview

Overview

Top Publications

Research Areas

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Report

Funding

Investigator On

Impact

Impact Story

3D printed fins for surfboards: finding the right flow

Crowdsourced Flood Mapping in Jakarta (PetaJakarta.org Project)

Supervision

Advisees

Graduate Advising Relationship

Background

Keywords

Identity

Orcid Id

Overview

Top Publications

Research Areas

Publications

Selected Publications

Journal Article

Chapter

Conference Paper

Report

Funding

Investigator On

Impact

Impact Story

3D printed fins for surfboards: finding the right flow

Crowdsourced Flood Mapping in Jakarta (PetaJakarta.org Project)

Supervision

Advisees

Graduate Advising Relationship

Background

Keywords

Identity

Orcid Id

Visualisations

Research Areas