Chancellery Research - Research Publications

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    Encountering a Pedagogy of the World in a University Setting
    Healy, S ; Coleman, K ; Sallis, RJ ; Belton, A ; Riddle, S ; Heffernan, A ; Bright, D (Taylor & Francis, 2021)
    Taking up Biesta’s (2019) notion of a pedagogy of the world, we ask: How might participating in an arts-based educational program with/in a university enable young people from schools with low Index of Community Socio-Educational Advantage (ICSEA) values to encounter the world of higher education differently and become different in that encounter? This chapter comes from our engagement with empirical material generated during a (post)qualitative inquiry into the pedagogy of The Art of Engagement-a multi-arts studio program involving relational pedagogy and a/r/tography as curriculum located in SPACE, 1 whereby secondary school students from schools in less socio-educationally advantaged communities came together with undergraduate university students for a five-day intensive within a University of Melbourne breadth subject. The program’s rationale was to connect with secondary school arts students completing their schooling in lower ICSEA value schools 2 through the design of authentic university encounters with/in site, practices and communities. It welcomed the secondary school students into the world of our university and enhanced their capacity to “be at home” in this world, creating the conditions for considering and potentially living different post-school futures.
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    Scicurious as method: Learning from GLAM young people living in a pandemic about cultivating digital co-research-creation spaces that ignite curiosity and creativity
    Coleman, K ; Healy, S ; Wouters, N ; Martin, J ; Campbell, L ; Peck, S ; Belton, A ; Hiscock, R ; Kara, H ; Khoo, S-M (Bristol University Press, 2020-10-23)
    Could COVID-19, this unexpected crisis, act as a comma in a co-research-creation project to become a breathing space and not a full stop? Maybe this pause is a colon: the two different periods of the project (and life in general) on either side of the pandemic, equally important and dependent on each other for full meaning. In this chapter, we tell the story of how a co-research-creation event (the Sci Curious Project) unfolded before and during the COVID-19 pandemic; the lead-up to its irruption (St. Pierre, 1997) and then what came after. ‘Scicurious as method’ emerged out of the unexpected pause and recalibration of the project; a method that emphasizes the creation of research spaces that activate scicuriosity in situated practice. We understand scicuriosity as emerging from collaborative research-creation events that ignite curiosity and creativity. Scicurious as method is presented through an encounter with speculative fiction and scicurious zine travels. Scicurious as method has significant ethical implications, these reify the potential of co-designed speculative inquiries with creativity and curiosity at their heart. This is, in part, due to its contingency on cultivating digital co-research-creation spaces that enfold rather than eschew the analogue and highlight the joyous potential of a deeply situated, co-designed speculative inquiry; an inquiry with galleries, libraries, archives and museums (GLAM) young people living in a pandemic.
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    A forest fuel dryness forecasting system that integrates an automated fuel sensor network, gridded weather, landscape attributes and machine learning models
    Lyell, CS ; Nattala, U ; Joshi, RC ; Joukhadar, Z ; Garber, J ; Mutch, S ; Inbar, A ; Brown, T ; Gazzard, T ; Gower, A ; Hillman, S ; Duff, T ; Sheridan, G (Imprensa da Universidade de Coimbra, 2022)
    Accurate and timely forecasting of forest fuel moisture is critical for decision making in the context of bushfire risk and prescribed burning. The moisture content in forest fuels is a driver of ignition probability and contributes to the success of fuel hazard reduction burns. Forecasting capacity is extremely limited because traditional modelling approaches have not kept pace with rapid technological developments of field sensors, weather forecasting and data-driven modelling approaches. This research aims to develop and test a 7-day-ahead forecasting system for forest fuel dryness that integrates an automated fuel sensor network, gridded weather, landscape attributes and machine learning models. The integrated system was established across a diverse range of 30 sites in south-eastern Australia. Fuel moisture was measured hourly using 10-hour automated fuel sticks. A subset of long-term sites (5 years of data) was used to evaluate the relative performance of a selection of machine learning (Light Gradient Boosting Machine (LightGBM) and Recurrent Neural Network (RNN) based Long-Short Term Memory (LSTM)), statistical (VARMAX) and process-based models. The best performing models were evaluated at all 30 sites where data availability was more limited, demonstrating the models' performance in a real-world scenario on operational sites prone to data limitations. The models were driven by daily 7-day continent-scale gridded weather forecasts, in-situ fuel moisture observation and site variables. The model performance was evaluated based on the capacity to successfully predict minimum daily fuel dryness within the burnable range for fuel reduction (11 – 16%) and bushfire risk (
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    DIALOGUE / COLLABORATION
    Andrew, B ; Walter, T ; Maidment, S ; Ryan, J (National Gallery of Victoria, 2017)
    The text focusses on key moments in Brook Andrew’s 25-year career, and looking at the artist’s fascination with archival materials and strong interest in process that remain central to his practice. A point of focus is Andrew’s interdisciplinary and collaborative approach which encompasses mediums of photography, video, neon, text, collage, printmaking, assemblage, sculpture, painting and installation.
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    Blak & Salty: reflections on violence and racism
    Moodie (Gomeroi), D ; Menzel (Ngadjuri), K ; Cameron (Dharug), L ; Moodie (Gomeroi), N ; Smith, LT ; Lee, E ; Evans, J (Zed Books, 2022)
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    Gender, Epistemic Violence, and Indigenous Resistance
    Moodie, N ; Walter, M ; Kukutai, T ; Gonzales, A ; Henry, R (Oxford University Press, 2021)
    This chapter provides an introduction to gendered differences in work, poverty, and violence experienced by Indigenous People and the limitations of sociology in explaining Indigenous Peoples continued dispossession and oppression. The chapter also provides an overview of the contribution of Indigenous feminisms and queer Indigenous studies to broader thinking on gender, coloniality, and First Nations sovereignty. Integral to this analysis is the colonial imposition of gender binaries and the gendered violence of settler-colonial societies, which is central to the formation of such states, their spatiotemporalities, and the ongoing oppression of Indigenous Peoples and our lifeworlds. Central to the focus of an Indigenous sociology of gender are myriad forms of resistance to epistemic violence, anchored in tradition and by normative systems, and essential for the maintenance and reinvention of Indigenous futures. This chapter provides an introduction to Indigenous scholarship on gender and sexuality, gendered structures of historic and contemporary violence toward Indigenous Peoples, and maps the resistance of gendered identities as fundamental to the resurgence of Indigenous lifeworlds.
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    Social Planning for Trusted Autonomy
    Miller, T ; Pearce, AR ; Sonenberg, L ; Abbass, HA ; Scholz, J ; Reid, DJ (Springer International Publishing, 2018)
    In this chapter, we describe social planning mechanisms for constructing and representing explainable plans in human-agent interactions, addressing one aspect of what it will take to meet the requirements of a trusted autonomous system. Social planning is automated planning in which the planning agent maintains and reasons with an explicit model of the other agents, human or artificial, with which it interacts, including the humans’ goals, intentions, and beliefs, as well as their potential behaviours. The chapter includes a brief overview of the challenge of planning in human-agent teams, and an introduction to a recent body of technical work in multi-agent epistemic planning. The benefits of planning in the presence of nested belief reasoning and first-person multi-agent planning are illustrated in two scenarios, hence indicating how social planning could be used for planning human-agent interaction explicitly as part of an agent’s deliberation.
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    Gods Amongst Us/Gods Within: The Black Metal Aesthetic
    MICHALEWICZ, A ; Haslem, W ; Ndalianis, A ; Mackie, C (New Academia Publishing, 2007)
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    Creating the Global Network: Developing Social and Community Practice in Higher Education
    MERLINO, D ; Stewart, S ; Cartiere, C ; Zebracki, M (Routledge, 2015-11-19)
    The collection examines the continual evolution of public art, moving beyond monuments and memorials to examine more fully the development of socially-engaged public art practice.