15,226 research outputs found

    Composing games into complex institutions

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    Game theory is used by all behavioral sciences, but its development has long centered around tools for relatively simple games and toy systems, such as the economic interpretation of equilibrium outcomes. Our contribution, compositional game theory, permits another approach of equally general appeal: the high-level design of large games for expressing complex architectures and representing real-world institutions faithfully. Compositional game theory, grounded in the mathematics underlying programming languages, and introduced here as a general computational framework, increases the parsimony of game representations with abstraction and modularity, accelerates search and design, and helps theorists across disciplines express real-world institutional complexity in well-defined ways. Relative to existing approaches in game theory, compositional game theory is especially promising for solving game systems with long-range dependencies, for comparing large numbers of structurally related games, and for nesting games into the larger logical or strategic flows typical of real world policy or institutional systems.Comment: ~4000 words, 6 figure

    Constructing a Theological Framework That Revitalizes the Missional Nature of Churches of Christ in South Australia

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    This thesis addresses the need for a theological framework that revitalizes the missional nature of Churches of Christ in South Australia. The problem identified within this ministry context was a lack of clear theological principles that informed a common understanding of identity for missional engagement. The purpose of the project was to create a study guide that informs common theological commitments and grounds congregations for missional vitality. A research and development team made up of seven Church of Christ ministers from different backgrounds was assembled to design a curriculum that addressed the problem. Through eight two-hour sessions over four months in the first half of 2022, the team discussed a theological framework that could revitalize mission. This was informed by a Trinitarian theological rationale introduced as perichoresis. The conceptual framework for discussions included (1) the historical and theological foundations of Churches of Christ, (2) a Trinitarian doctrine of God presented as perichoresis, (3) contemporary congregational practices, and (4) a theological proposal for re-imagining mission. The team developed a study guide that promotes a dynamic theological framework for practicing theology and revitalizing the missional nature of the church. The artifact, Movement & Identity: Participating in the Life of God’s Mission, was evaluated by the team and members of Church of Christ congregations in South Australia. The curriculum is designed to assist participants with practical theological interpretation through (1) discovering new ideas about God in the context of Churches of Christ traditions, (2) engaging with contextual theology in community, (3) participating in God’s mission, and (4) reflecting on how God’s agency transforms the church. The development of the study guide will stimulate a practical theological framework that promotes dynamic theological dialogue and missional vitality for Churches of Christ in South Australia

    Epistemic and Existential, E2-sustainability. On the need to un-learn for re-learning in contemporary spaces

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    This paper contributes to a re-thinking, un-learning, and re-learning agenda by interrogating some core ideas and assumptions related to contemporary societal and planetary concerns, including concerns within the research enterprise. Transcending the first step that calls for pausing and re-thinking, this paper troubles universalizing vocabularies that naturalize conceptual framings and ways/waves-of-being in research and educational practices. Furthermore, it illuminates the ways in which scholarship has become complicit in re-cycling and re-creating reductionistic ideas that loop back into educational practices. Its overarching argument aligns with an emergent call within research and higher education for going beyond its universalizing monolithic ethos that has become naturalized in contemporary digital-analog entangled existence. Framed as alternative theorizing that is variously termed post/decolonial/southern thinking, these emergent perspectives are part of the introspection that is critically needed in mainstream academia, in particular in the Learning Sciences. This paper argues that this is needed to contribute to both Epistemic and Existential sustainability, i.e., E2-sustainability. E2-sustainability enables transcending issues of environmental-, economic-, social-, and cultural-sustainability: E2-sustainability assumes and includes these. Marked by alternative conceptual framings and pushed by a mobile gaze, this theoretical paper argues that major and minor shifts in thinking are needed for attending to contemporary societal and planetary challenges. E2-sustainability in the scholarly realm has relevance for transcending ethnocentrically framed biases and siloed framings of contemporary education and higher education, including teacher education. Troubling key, taken-for-granted universalizing truths and using the areas of language and educational scholarship as illustrative points of departure, this paper raises concerns regarding the outsourcing of important educational agendas to technologies, including digitalization on the one hand and concepts that build on contentious assumptions on the other hand. It is such default outsourcing that is troubled through a curiosity-driven multiversal and global-centric mobile gaze wherein both northern and southern knowledge-regimes need to be privileged. The theorizing presented in this paper builds on a Second Wave of Southern Perspectives (SWaSP) framing that has relevance for both north-centric and south-centric scholarship, including writing research. Explicitly multi/inter/cross/trans-disciplinary, this work is relevant to Epistemic and Existential sustainability given its non-allegiance to the imaginaries of mono-disciplinarity, nation-state essences, or universalisms

    DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards

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    Exploration is a fundamental aspect of reinforcement learning (RL), and its effectiveness crucially decides the performance of RL algorithms, especially when facing sparse extrinsic rewards. Recent studies showed the effectiveness of encouraging exploration with intrinsic rewards estimated from novelty in observations. However, there is a gap between the novelty of an observation and an exploration in general, because the stochasticity in the environment as well as the behavior of an agent may affect the observation. To estimate exploratory behaviors accurately, we propose DEIR, a novel method where we theoretically derive an intrinsic reward from a conditional mutual information term that principally scales with the novelty contributed by agent explorations, and materialize the reward with a discriminative forward model. We conduct extensive experiments in both standard and hardened exploration games in MiniGrid to show that DEIR quickly learns a better policy than baselines. Our evaluations in ProcGen demonstrate both generalization capabilities and the general applicability of our intrinsic reward.Comment: Accepted as a conference paper to the 32nd International Joint Conference on Artificial Intelligence (IJCAI-23

    Strategies for Early Learners

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    Welcome to learning about how to effectively plan curriculum for young children. This textbook will address: • Developing curriculum through the planning cycle • Theories that inform what we know about how children learn and the best ways for teachers to support learning • The three components of developmentally appropriate practice • Importance and value of play and intentional teaching • Different models of curriculum • Process of lesson planning (documenting planned experiences for children) • Physical, temporal, and social environments that set the stage for children’s learning • Appropriate guidance techniques to support children’s behaviors as the self-regulation abilities mature. • Planning for preschool-aged children in specific domains including o Physical development o Language and literacy o Math o Science o Creative (the visual and performing arts) o Diversity (social science and history) o Health and safety • Making children’s learning visible through documentation and assessmenthttps://scholar.utc.edu/open-textbooks/1001/thumbnail.jp

    The determinants of value addition: a crtitical analysis of global software engineering industry in Sri Lanka

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    It was evident through the literature that the perceived value delivery of the global software engineering industry is low due to various facts. Therefore, this research concerns global software product companies in Sri Lanka to explore the software engineering methods and practices in increasing the value addition. The overall aim of the study is to identify the key determinants for value addition in the global software engineering industry and critically evaluate the impact of them for the software product companies to help maximise the value addition to ultimately assure the sustainability of the industry. An exploratory research approach was used initially since findings would emerge while the study unfolds. Mixed method was employed as the literature itself was inadequate to investigate the problem effectively to formulate the research framework. Twenty-three face-to-face online interviews were conducted with the subject matter experts covering all the disciplines from the targeted organisations which was combined with the literature findings as well as the outcomes of the market research outcomes conducted by both government and nongovernment institutes. Data from the interviews were analysed using NVivo 12. The findings of the existing literature were verified through the exploratory study and the outcomes were used to formulate the questionnaire for the public survey. 371 responses were considered after cleansing the total responses received for the data analysis through SPSS 21 with alpha level 0.05. Internal consistency test was done before the descriptive analysis. After assuring the reliability of the dataset, the correlation test, multiple regression test and analysis of variance (ANOVA) test were carried out to fulfil the requirements of meeting the research objectives. Five determinants for value addition were identified along with the key themes for each area. They are staffing, delivery process, use of tools, governance, and technology infrastructure. The cross-functional and self-organised teams built around the value streams, employing a properly interconnected software delivery process with the right governance in the delivery pipelines, selection of tools and providing the right infrastructure increases the value delivery. Moreover, the constraints for value addition are poor interconnection in the internal processes, rigid functional hierarchies, inaccurate selections and uses of tools, inflexible team arrangements and inadequate focus for the technology infrastructure. The findings add to the existing body of knowledge on increasing the value addition by employing effective processes, practices and tools and the impacts of inaccurate applications the same in the global software engineering industry

    One emoji, many meanings: A corpus for the prediction and disambiguation of emoji sense

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    In this work, we uncover a hidden linguistic property of emoji, namely that they are polysemous and can be used to form a semantic network of emoji meanings. Our key contributions to this direction of study are as follows: (1) We have developed a new corpus to help in the task of emoji sense prediction. This corpus contains tweets with single emojis, where each emoji has been labelled with an appropriate sense identifier from WordNet. (2) Experiments, which demonstrate that it is possible to predict the sense of an emoji using our corpus to a reasonable level of accuracy. We are able to report an average path-similarity score of 0.4146 for our best emoji sense prediction algorithm. (3) We further show that emoji sense is a useful feature in the emoji prediction task, where we report an accuracy of 58.8816 and macro-F1 score of 46.6640, beating reasonable baselines in this task. Our work demonstrates that importance of considering the meaning behind emoji, rather than ignoring them, or simply treating them as extra wordforms

    ‘Mental fight’ and ‘seeing & writing’ in Virginia Woolf and William Blake

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    This thesis is the first full-length study to assess the writer and publisher Virginia Woolf’s (1882-1941) responses to the radical Romantic poet-painter, and engraver, William Blake (1757-1827). I trace Woolf’s public and private, overt and subtle references to Blake in fiction, essays, notebooks, diaries, letters and drawings. I have examined volumes in Leonard and Virginia Woolf’s library that are pertinent, directly and indirectly, to Woolf’s understanding of Blake. I focus on Woolf’s key phrases about Blake: ‘Mental fight’, and ‘seeing & writing.’ I consider the other phrases Woolf uses to think about Blake in the context of these two categories. Woolf and Blake are both interested in combining visual and verbal aesthetics (‘seeing & writing’). They are both critical of their respective cultures (‘Mental fight’). Woolf mentions ‘seeing & writing’ in connection to Blake in a 1940 notebook. She engages with Blake’s ‘Mental fight’ in ‘Thoughts on Peace in an Air Raid’ (1940). I map late nineteenth and early twentieth-century opinion on Blake and explore Woolf’s engagement with Blake in these wider contexts. I make use of the circumstantial detail of Woolf’s friendship with the great Blake collector and scholar, Geoffrey Keynes (1887-1982), brother of Bloomsbury economist John Maynard Keynes. Woolf was party to the Blake centenary celebrations courtesy of Geoffrey Keynes’s organisation of the centenary exhibition in London in 1927. Chapter One introduces Woolf’s explicit references to Blake and examines the record of Woolf scholarship that unites Woolf and Blake. To see how her predecessors had responded, Chapter Two examines the nineteenth-century interest in Blake and Woolf’s engagement with key nineteenth-century Blakeans. Chapter Three looks at the modernist, early twentieth-century engagement with Blake, to contextualise Woolf’s position on Blake. Chapter Four assesses how Woolf and Blake use ‘Mental fight’ to oppose warmongering and fascist politics. Chapter Five is about what Woolf and Blake write and think about the country and the city. Chapter Six discusses Woolf’s reading of John Milton (1608-1674) in relation to her interest in Blake, drawing on the evidence of Blake’s intense reading of Milton. Chapter Seven examines further miscellaneous continuities between Woolf and Blake. Chapter Eight proposes, in conclusion, that we can only form an impression of Woolf’s Blake. The thesis also has three appendices. First, a chronology of key publications which chart Blake’s reputation as well as Woolf’s allusions to Blake. Second a list all of Blake’s poetry represented in Woolf’s library including contents page. The third lists all the other volumes in Woolf’s library that proved relevant. Although Woolf’s writing is the subject of this thesis, my project necessitates an attempt to recover how Blake was understood and misunderstood by numerous writers in the early twentieth century. The thesis argues Blake is a model radical Romantic who combines the visual and the verbal and that Woolf sees him as a kindred artist

    Responding to supervisory feedback: Mediated positioning in thesis writing

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    The process of responding to supervisory feedback requires student writers to position themselves toward both the provider and content of that feedback, indicating their stance in the interaction and their evolving disciplinary competence. How positionings are discursively shaped, developed, and enacted to influence thesis revisions, however, has been relatively unexplored. In this article, we trace how two master’s students construct their positions in supervisory interactions and in the subsequent revisions of their literature review drafts. Through discourse and intertextual analyses, we propose three dimensions of interpersonal positioning (cooperative, self-assertive, explorative) that are co-constructed to reinforce local supervisory cooperation and modify conceptualizations of the research work. We highlight scaffolded, responsive, and reflexive types as concrete expressions of mediated positioning which help regulate the ways students orientate to their writing and their discipline

    Mediating role of diabetes distress and depressive symptoms in type 2 diabetes medication adherence gender differences

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    Background. Medication adherence is negatively related to both diabetes distress (DD) and depressive symptoms (DS). Past research suggests gender differences in adherence, DD, and DS. A gap exists in determining if gender differences in adherence are mediated by DD and DS, or if gender moderates differences in adherence by DD/DS. Aims. This study investigated the relationship between gender, DD, DS, and medication adherence and tested for mediating and moderating effects on medication adherence among American Indian adults with type 2 diabetes. Method. The Maawaji idi-oog mino-ayaawin (Gathering for Health) study was a community-based participatory research collaboration with five American Indian tribes. Participants, randomly recruited from clinic records, shared information during computer-assisted personal interviews. This study includes the 166 participants who reported using medications to treat their diabetes. The relationship between gender, DD, DS, and medication adherence are explored. Possible mediating and moderating effects on medication were tested using regression and path analysis. Results. Females had higher levels of DD and DS and lower levels of medication adherence. Higher levels of DD and DS were both associated with lower medication adherence. No evidence was found that gender moderates the relationship between DD or DS and medication adherence. Instead, DD and DS mediated the relationship between gender and medication adherence. Conclusions. Medication adherence differences in male and female patients may be attributable to DD and DS. The present research highlights both DD and DS as targets for clinicians and researchers alike.Peer reviewedSociolog
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