Embedded Files
2025
2025
‘Unsolvable within existing regimes’: Using a Systems Thinking Approach to Co-design for Data Governance in Cities
Jessica Bou Nassar, Misita Anwar, Lyn Bartram, Darren Sharp and Sarah Goodwin
Proceedings of the ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies
Streamlining Eye-Tracking and Observational Data for Field Study Visual Analysis
Yidan Zhang, Nethara Athukorala, Ziying Liang, Yidan Qiao, Simran -, Yu Xuan Yio, Lee Lawrence, Benjamin Tag, Mor Vered, Michael Wybrow, and Sarah Goodwin.
Proceedings of the 2025 Symposium on Eye Tracking Research and Applications (ETRA '25). ACM, New York, NY, USA, Article 98, 1–9.
Variable Mapper: Developing, Implementing, and Evaluating an Online Tool for Multidimensional Spatial Data Visualization
Alan Gamlen, Sarah Goodwin and Xavier Ho
Journal of Geovisualization and Spatial Analysis 9 (1), 18
Sensing Movement: Contemporary Dance Workshops with People who are Blind or have Low Vision and Dance Teachers
Madhuka Thisuri De Silva, Jim Smiley, Sarah Goodwin, Leona M Holloway and Matthew Butler
CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, Article No.: 1063, Pages 1 - 19
https://doi.org/10.1145/3706598.3714325
and arXiv: https://doi.org/10.48550/arXiv.2503.03166
Embedding Human Values into the Design of Mixed-Reality Technologies
Mengxing Li, Taghreed Alshehri, Tim Dwyer, Sarah Goodwin, and Joanne Evans
IEEE Transactions on Visualization and Computer Graphics, 2025 Mar 7;PP.
doi: 10.1109/TVCG.2025.3549131
Bridging Data Governance and Socio-Technical Transitions to Understand Sustainable Smart Cities
Jessica Bou Nassar, Darren Sharp, Misita Anwar, Lyn Bartram and Sarah Goodwin
Journal of Urban Technology, 1–17.
The Noisy Work of Uncertainty Visualisation Research: A Review
Harriet Mason, Dianne Cook, Sarah Goodwin, Emi Tanaka and Susan VanderPlas
pre-print / pre-publication: arXiv preprint arXiv:2411.10482
Characterising and Reassessing People-Centred Data Governance in Cities
Jessica Bou Nassar, Antonio Calleja-López, Misita Anwar, Darren Sharp, Lyn Bartram and Sarah Goodwin
Frontiers in Sustainable Cities, 08 January 2025, Volume 6 - 2024,
2024
2024
Designing the Australian Cancer Atlas: Visualising Geostatistical Model Uncertainty for Multiple Audiences
Sarah Goodwin, Thom Saunders, Joanne Aitken, Peter D. Baade, Upeksha Chandrasiri, Di Cook, Susanna Cramb, Earl Duncan, Stephanie Kobakian, Jessie Roberts, and Kerrie Mengersen
Journal of the American Medical Informatics Association, vol. 31, issue 11, November 2024, Pages 2447–2454
DOI: 10.1093/jamia/ocae212
Pedalling into the Future: Towards Enhancing Cycling Experience Using Augmented Reality
Linjia He, Hongyue Wang, Sarah Goodwin, Benjamin Tag, Don Samitha Elvitigala
DIS Companion '24: Companion Publication of the 2024 ACM Designing Interactive Systems Conference (DIS ’24), July 01–05, 2024, IT University of Copenhagen, Denmark. ACM, New York, NY, USA,
2023
2023
Embodied Provenance for Immersive Sensemaking
Yidan Zhang, Barrett Ens, Kadek Ananta Satriadi, Ying Yang and Sarah Goodwin
Proceedings of the ACM on Human-Computer Interaction Volume 7 Issue ISS Article No.: 435 pp 198–216
Madhuka De Silva, Sarah Goodwin, Leona Holloway, Matthew Butler
ASSETS '23: Proceedings of the 25th International ACM SIGACCESS Conference on Computers and Accessibility October 2023 Article No: 11 Pages 1–19 DOI: https://doi.org/10.1145/3597638.3608409
Designing the Australian Cancer Atlas: Visualising Geostatistical Model Uncertainty for Multiple Audiences
Sarah Goodwin, Thom Saunders, Joanne Aitken, Peter D. Baade, Upeksha Chandrasiri, Di Cook, Susanna Cramb, Earl Duncan, Stephanie Kobakian, Jessie Roberts, and Kerrie Mengersen
IEEE VIS Workshop on Visual Analytics in Healthcare (VAHC), 22nd October 2023, Melbourne, Australia
** Awarded Best Paper **
Do Words Matter: Visualising Historical Policy and Media Narratives around Opportunity and Disadvantage in Australia
Sarah Goodwin, Simon D Angus, Lachlan O’Neill, Yingqi Zhang, Nancy Van Nieuwenhove, Ben Wu, and Tim Dwyer
IEEE VIS Workshop on Digital Humanities (VIS4DH), 23rd October 2023, Melbourne, Australia 10.1109/VIS4DH60378.2023.00007
Reflections on Teaching ‘Data Exploration and Visualisation’ in Multiple Modes
Michael Niemann, Sarah Goodwin, Kim Marriott
IEEE VIS Workshop on Visualization Education, Literacy, and Activities (EduVis), 23rd October 2023, Melbourne, Australia DOI: 10.1109/EduVis60792.2023.00011
Exploring the Benefits of Geography on Power Network Diagrams
Merry Hoang, Sarah Goodwin, Michael Wybrow, Ying Yang
IEEE VIS Workshop on Energy Data Visualization (EnergyVis), 22nd October 2023, Melbourne, Australia DOI: 10.1109/EnergyVis60781.2023.00008
Virtual Reality for Enhancing Engagement with Net Zero Transitions
Amal Alshardy, Sarah Goodwin, Andres Santos-Torres, Ariel Liebman
IEEE VIS Workshop on Energy Data Visualization (EnergyVis), 22nd October 2023, Melbourne, Australia DOI: 10.1109/EnergyVis60781.2023.00011
Discourse Lines: Visualising Current Policy and Media Storylines of Opportunity and Disadvantage with Narrative Exploration Maps
Simon D Angus, Satya Borgohain, Songhai Fan, Sarah Goodwin, Adrian Kristanto, Lachlan O'Neill, Helen C. Purchase, Nancy Van Nieuwenhove, Ying Yang, Yingqi Zhang, and Tim Dwyer
IEEE VIS Workshop on Exploring Research Opportunities for Natural Language, Text, and Data Visualization (NLVIZ), 22nd October 2023, Melbourne, Australia
The Use of Causal Loop Diagrams to Explore People-Centred Data Governance in Australian Cities
Jessica Bou Nassar, Sarah Goodwin, Lyn Bartram, Darren Sharp, Misita Anwar
IEEE VIS Workshop on City Data Visualization (CityVis), 22nd October 2023, Melbourne, Australia
Gazealytics: A Unified and Flexible Visual Toolkit for Exploratory and Comparative Gaze Analysis
Kun-Ting Chen, Arnaud Prouzeau, Joshua Langmead, Ryan Whitelock-Jones, Lee Lawrence, Tim Dwyer, Christophe Hurter, Daniel Weiskopf, and Sarah Goodwin
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications May 2023 Article No.: 69 Pages 1–7 https://doi.org/10.1145/3588015.3589844
DataDancing: An Exploration of the Design Space For Visualisation View Management for 3D Surfaces and Spaces.
Jiazhou Liu, Barrett Ens, Arnaud Prouzeau, Jim Smiley, Isobel Kara Nixon, Sarah Goodwin, and Tim Dwyer.
In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI '23). Association for Computing Machinery, New York, NY, USA, Article 379, 1–17. https://doi.org/10.1145/3544548.3580827
Active Proxy Dashboard: Binding Physical Referents and Abstract Data Representations in Situated Visualization through Tangible Interaction.
Kadek Ananta Satriadi, Barrett Ens, Sarah Goodwin, and Tim Dwyer.
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA ’23), April 23–28, 2023, Hamburg, Germany. ACM, New York, NY, USA, 7 pages. https://doi.org/10.1145/3544549.3585797
Defining Embodied Provenance for Immersive Sensemaking.
Yidan Zhang, Barrett Ens, Kadek Ananta Satriadi, Ying Yang, and Sarah Goodwin
Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA ’23), April 23–28, 2023, Hamburg, Germany. ACM, New York, NY, USA, 7 pages. https://doi.org/10.1145/3544549.3585691
2022
2022
Cognitive Load in Energy Network Control Rooms: Recommendations for Future Designs,
Umair Afzal, Arnaud Prouzeau, Lee Lawrence, Tim Dwyer, Saikiranrao Bichinepally, Ariel Liebman and Sarah Goodwin
Frontiers of Psychology Journal. 28 March 2022, https://doi.org/10.3389/fpsyg.2022.812677
VETA: Visual Eye-Tracking Analytics for the Exploration of Gaze Patterns and Behaviours
Sarah Goodwin, Arnaud Prouzeau, Ryan Whitelock-Jones, Christophe Hurter, Lee Lawrence, Umair Afzal and Tim Dwyer
Visual Informatics, Volume 6, Issue 2, 2022, Pages 1-13, ISSN 2468-502X, https://doi.org/10.1016/j.visinf.2022.02.004
TimeTables: Embodied Exploration for Immersive Spatial-Temporal Data
Yidan Zhang, Barrett Ens, Kadek Satriadi, Arnaud Prouzeau, and Sarah Goodwin
2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2022, pp. 599-605, DOI: 10.1109/VR51125.2022.00080.
Towards a new approach for empowering community engagement in data governance: a case study of the Monash Net Zero Precinct
Darren Sharp, Misita Anwar, Sarah Goodwin, Rob Raven, Lyn Bartram and Liton Kamruzzaman
Data & Policy, 4, E5. doi:10.1017/dap.2021.33
Tilt Map: Interactive Transitions Between Choropleth Map, Prism Map and Bar Chart in Immersive Environments
Yalong Yang, Tim Dwyer, Kim Marriott, Bernard Jenny and Sarah Goodwin
IEEE Transactions on Visualization and Computer Graphics, vol 27, no. 12, pp. 4507-4519, DOI: 10.1109/TVCG.2020.3004137.
Preprint | Demo | InfoVis 2019 Invited Journal Talk: Preview | Presentation (Yalong)
2021
2021
Variance-Seeking Meta-Exploration to Handle Out-of-Distribution Tasks, Yashvir Singh Grewal, Frits de Nijs, Sarah Goodwin, Deep Reinforcement Learning Workshop, NeurIPS 2021, 13 Dec 2021
5.3.6 Improving Energy Data Literacy by Sarah Goodwin, in Rutovitz, J., Visser, D., Sharpe, S., Taylor, H., Jennings, K., Atherton, A., Briggs, C., Mey, F., Niklas, S., Bos, A., Ferraro, S., Mahmoudi, F., Dwyer, S., Sharp, D., and Mortimer, G. (2021). Developing the future energy workforce. Opportunity assessment for RACE for 2030, Page 15.
Visually Communicating Microgrid Complexity
Hala Almukhalfi and Sarah Goodwin
The 23rd International Conference on Information Integration and Web Intelligence. Linz Austria 29 November 2021- 1 December 2021, Association for Computing Machinery, New York, NY, USA, 614–619 DOI: 10.1145/3487664.3487749
Informed Dashboard Designs for Microgrid Electricity Market Operators
Sarah Goodwin, Yasmina Dkhissi, Qiuhong Wu, Brendan Moyle, Karen Freidin, and Ariel Liebman
Proceedings of the 12th ACM International Conference on Future Energy Systems (e-Energy '21). ACM, NY, USA, 406–411. DOI:10.1145/3447555.3466604
Data Visualisation for Remote Area Electrification Decision-Making: A Case Study of Indonesia
Amal Alshardy, Sarah Goodwin, and Ariel Liebman
Proceedings of the 12th ACM International Conference on Future Energy Systems (e-Energy '21). ACM, NY, USA, 382–388. DOI: 10.1145/3447555.3466600
Visualising the Effect of COVID-19 on Electricity Consumption in Victoria, Australia
Shaylin Chetty, Hao Wang, and Sarah Goodwin
Proceedings of the 12th ACM International Conference on Future Energy Systems (e-Energy '21). ACM, NY, USA, 367–371. DOI: 10.1145/3447555.3466597
Evaluating Meta-Reinforcement Learning through a HVAC Control Benchmark (Student Abstract)
Yashvir Grewal, Frits de Nijs, Sarah Goodwin
Proceedings of the AAAI Conference on Artificial Intelligence. 35: 18 pp. 15785-15786
Paper (open)
Data as Delight: Eating Data
Florian `Floyd' Mueller, Rohit Khot, Tim Dwyer, Sarah Goodwin, Kim Marriott, Jialin Deng, Han Phan, Jionghao Lin, Kun-Ting Chen, Yan Wang
ACM CHI, Virtual Conference on Human Factors in Computing Systems 2021. Long paper.
Unravelling the Human Perspective and Considerations for Urban Data Visualization
Sarah Goodwin, Sebestian Meier, Lyn Bartram, Alex Godwin, Till Nagel and Marian Doerk
In Proceedings of 14th IEEE Pacific Visualization Symposium (PacificVis) 19-22 April 2021. pp. 121-135. 121-135. DOI: 10.1109/PacificVis52677.2021.00024
Visualising Temporal Uncertainty: A Taxonomy and Call for Systematic Evaluation
Yashvir Grewal, Sarah Goodwin, Tim Dwyer
In Proceedings of 14th IEEE Pacific Visualization Symposium (PacificVis) 19-22 April 2021. pp. 36-40. DOI: 10.1109/PacificVis52677.2021.00013
Ensemble model for estimating continental-scale patterns of human movement: a case study of Australia
Karen McCulloch, Nick Golding, Jodie McVernon, Sarah Goodwin and Martin Tomko
Scientific Reports 11, 4806. https://doi.org/10.1038/s41598-021-84198-6
Paper (Openaccess)
Uplift: A Tangible and Immersive Tabletop System for Casual Collaborative Visual Analytics
Barrett Ens, Sarah Goodwin, Arnaud Prouzeau, Fraser. Anderson, Florence Yang, Samuel Gratzl, Zac Lucarelli, Brendan Moyle, Jim Smiley, Tim Dwyer (Collaboration between IALab and Autodesk, Toronto)
IEEE Transactions on Visualization and Computer Graphics, vol. 27, no. 2, pp. 1193-1203, 2021, DOI: 10.1109/TVCG.2020.3030334
Preprint | Demo | InfoVis 2020: Video Preview | Presentation (Barrett)
2020
2020
The Data Visualisation and Immersive Analytics Research Lab at Monash University
Tim Dwyer, Maxime Cordeil, Tobias Czauderna, Pari Delir Haghighi, Barrett Ens, Sarah Goodwin, Bernhard Jenny, Kim Marriott, Michael Wybrow
Visual Informatics, 4 (4) , 41-49, 2020, DOI: 10.1016/j.visinf.2020.11.001
Paper (OpenAccess)
Engaging citizens in data governance in net zero precincts
Darren Sharp, Sarah Goodwin, Misita Anwar, Lyn Bartram
Data for Policy Conference, 15-17 Sept 2020
Paper (OpenAccess)
Toward Improving Building User Energy Awareness.
Yidan Zhang, Arnaud Prouzeau, Hourieh Khalajzadeh, and Sarah Goodwin
Proceedings of the Eleventh ACM International Conference on Future Energy Systems (e-Energy '20). DOI:10.1145/3396851.3402647
Presented at 3rd Workshop on Urban Data Visualisation CityVis 2020 (Energy Resilient Cities)
VisArch: Visualisation of Performance-based Architectural Refactorings.
Catia Trubiani, Aldeida Aleti, Sarah Goodwin, Pooyan Jamshidi, Andre van Hoorn, Samuel Gratzl
In: Jansen A., Malavolta I., Muccini H., Ozkaya I., Zimmermann O. (eds) Software Architecture. ECSA 2020. Lecture Notes in Computer Science, vol 12292. Springer, Cham. https://doi.org/10.1007/978-3-030-58923-3_12
Preprint | ESCA Conference 2020 : Presentation (Catia, Aldeida, Sarah, Pooyan, Andre, Samuel)
2019
2019
What-Why Analysis of Expert Interviews: Analysing Geographically-Embedded Flow Data
Yalong Yang, Sarah Goodwin
12th IEEE Pacific Visualization Symposium (PacificVis), April 2019
Paper (arxiv)
Context-Aware Smart Energy Recommender (CASER).
Paras Sitoula, Dwi Rahayu, Pari Delir Haghighi, Sarah Goodwin, and Chris Ling
17th International Conference on Advances in Mobile Computing & Multimedia (MoMM2019). 13–19. DOI: 10.1145/3365921.3365935
A Framework for Creative Visualization-Opportunities Workshops
Ethan Kerzner, Sarah Goodwin, Jason Dykes, Sara Jones and Miriah Meyer
IEEE Transactions on Visualization and Computer Graphics, 25 (1), 748-758, 2019, DOI: 10.1109/TVCG.2018.2865241
Preprint | InfoVis 2018: Video Preview | Presentation (Ethan) | Accompanying website
2017
2017
What do Constraint Programming Users Want to See? Exploring the role of Visualisation in Profiling of Models and Search
Sarah Goodwin, Christopher Mears, Tim Dwyer, Maria Garcia de la Banda, Guido Tack and Mark Wallace
IEEE Transactions on Visualization and Computer Graphics, 23 (1), 281-290, 2017, DOI: 10.1109/TVCG.2016.2598545
Preprint | InfoVis 2016: Video Preview | Presentation (Sarah)
Many-to-Many Geographically-Embedded Flow Visualisation: An Evaluation
Yalong Yang, Tim Dwyer, Sarah Goodwin and Kim Marriott
IEEE Transactions on Visualization and Computer Graphics, 23 (1), 411-420, 2017
Preprint | Demo | InfoVis 2016: Video Preview | Presentation (Yalong)
** AWARDED: Infovis 2016 Honorable Mention for Best Paper Award **
2016
2016
Visualizing Multiple Variables Across Scale and Geography
Sarah Goodwin, Jason Dykes, Aidan Slingsby and Cagatay Turkay
IEEE Transactions on Visualization and Computer Graphics, 22(1), 599-608, 2016 DOI: 10.1109/TVCG.2015.2467199
Preprint | Demo | InfoVis 2015: Video Preview | Presentation (Sarah)
Visual Encoding of Dissimilarity Data via Topology-Preserving Map Deformation
Quirijn W. Bouts, Tim Dwyer, Jason Dykes, Bettina Speckmann, Sarah Goodwin, Nathalie Henry Riche, Sheelagh Carpendale, Ariel Liebman
IEEE Transactions on Visualization and Computer Graphics, 22 (9), 2200 - 2213, 2016, DOI: 10.1109/TVCG.2015.2500225
Collaboration with TU Eindhoven, City University London and Microsoft Research USA
Preprint | Demo | InfoVis 2015. Invited Journal Talk: Preview | Presentation (Quirijn)
2014
2014
Visualizing the effects of scale and geography in multivariate comparison
Sarah Goodwin, Jason Dykes and Aidan Slingsby
IEEE Conference on Visual Analytics Science and Technology (VAST), Paris, France, 2014, pp. 251-252, DOI: 10.1109/VAST.2014.7042515
2013
2013
Creative User-Centered Visualization Design for Energy Analysts and Modelers
Sarah Goodwin, Jason Dykes, Sara Jones, Iain Dillingham, Graham Dove, Alison Duffy
IEEE Transactions on Visualization and Computer Graphics, 19 (12), 2516 - 2525, 2013, doi: 10.1109/TVCG.2013.145
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