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Journal articles on the topic 'Abstraction in Theory'

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Published: 2 June 2025

Last updated: 31 July 2025

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1

Kim, Hyunjung. "다이어리 시학: 추상성, 혹은 프랭크 오하라의 “무엇이든”". Criticism and Theory Society of Korea 28, № 1 (2023): 315–43. http://dx.doi.org/10.19116/theory.2023.28.1.315.

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This essay means to offer a new lens through which we might understand the notion of abstraction otherwise. It does so by reading Frank O’Hara’s poems, best known for their attention to the particular and the personal, against the prevailing thought that posits a fatal contradiction between the concrete and the abstract. With the help of Julia Jarcho’s conceptualization of the word “anything,” I suggest O’Hara’s gesture towards the abstractness of Anything as a distinct feature in what I call his “diaristic poetics,” through which the poet shows ways of “angling” oneself for different queer co

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Abel, David. "A Theory of State Abstraction for Reinforcement Learning." Proceedings of the AAAI Conference on Artificial Intelligence 33 (July 17, 2019): 9876–77. http://dx.doi.org/10.1609/aaai.v33i01.33019876.

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Reinforcement learning presents a challenging problem: agents must generalize experiences, efficiently explore the world, and learn from feedback that is delayed and often sparse, all while making use of a limited computational budget. Abstraction is essential to all of these endeavors. Through abstraction, agents can form concise models of both their surroundings and behavior, supporting effective decision making in diverse and complex environments. To this end, the goal of my doctoral research is to characterize the role abstraction plays in reinforcement learning, with a focus on state abst

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3

Landim Filho, Raul. "A Questão dos Universais Segundo a Teoria Tomista da Abstração." Analytica - Revista de Filosofia 12, no. 2 (2013): 11–33. http://dx.doi.org/10.35920/arf.v12i2.540.

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O artigo pretende mostrar que a teoria da abstração de Tomás de Aquino justifica a consistência das seguintes teses: [i] os universais só existem na mente; [ii] fora da mente só existem os singulares e [iii] que tudo no singular é singularizado. O artigo analisa, então, os modos de abstração tomásica: a abstração do todo (ou a do universal a partir do particular), a abstração da forma da matéria sensível e, ainda, o que alguns tomistas consideram também como um modo de abstração: a abstração precisiva. Finalmente, o artigo contrapõe a interpretação de Cajetano da abstração à teoria de Tomás de

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4

Zucker, Jean-Daniel. "A grounded theory of abstraction in artificial intelligence." Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences 358, no. 1435 (2003): 1293–309. http://dx.doi.org/10.1098/rstb.2003.1308.

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In artificial intelligence, abstraction is commonly used to account for the use of various levels of details in a given representation language or the ability to change from one level to another while preserving useful properties. Abstraction has been mainly studied in problem solving, theorem proving, knowledge representation (in particular for spatial and temporal reasoning) and machine learning. In such contexts, abstraction is defined as a mapping between formalisms that reduces the computational complexity of the task at stake. By analysing the notion of abstraction from an information qu

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5

Gili, Luca. "Aristotle's Theory of Abstraction." British Journal for the History of Philosophy 24, no. 1 (2015): 173–74. http://dx.doi.org/10.1080/09608788.2015.1082970.

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6

Hale, Bob. "Abstraction and Set Theory." Notre Dame Journal of Formal Logic 41, no. 4 (2000): 379–98. http://dx.doi.org/10.1305/ndjfl/1038336882.

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7

Giunchiglia, Fausto, and Toby Walsh. "A theory of abstraction." Artificial Intelligence 57, no. 2-3 (1992): 323–89. http://dx.doi.org/10.1016/0004-3702(92)90021-o.

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8

Litland, Jon Erling. "Collective Abstraction." Philosophical Review 131, no. 4 (2022): 453–97. http://dx.doi.org/10.1215/00318108-10136830.

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This paper develops a novel theory of abstraction—what we call collective abstraction. The theory solves a notorious problem for noneliminative structuralism. The noneliminative structuralist holds that in addition to various isomorphic systems there is a pure structure that can be abstracted from each of these systems; but existing accounts of abstraction fail for nonrigid systems like the complex numbers. The problem with the existing accounts is that they attempt to define a unique abstraction operation. The theory of collective abstraction instead simultaneously defines a collection of dis

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9

Fletcher, Samuel C. "Computers in Abstraction/Representation Theory." Minds and Machines 28, no. 3 (2018): 445–63. http://dx.doi.org/10.1007/s11023-018-9470-9.

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10

Stark, Cynthia A. "Abstraction and Justification in Moral Theory." Hypatia 25, no. 4 (2010): 825–33. http://dx.doi.org/10.1111/j.1527-2001.2010.01135.x.

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Ethicists of care have objected to traditional moral philosophy's reliance upon abstract universal principles. They claim that the use of abstraction renders traditional theories incapable of capturing morally relevant, particular features of situations. I argue that this objection sometimes conflates two different levels of moral thinking: the level of justification and the level of deliberation. Specifically, I claim that abstraction or attention to context at the level of justification does not entail, as some critics seem to think, a commitment to abstraction or attention to context at the

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11

Steggles, Jason. "Abstracting Asynchronous Multi-Valued Networks." Scientific Annals of Computer Science XXI, no. 2 (2011): 249–82. https://doi.org/10.5281/zenodo.12720905.

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Multi-valued networks (MVNs) provide a simple yet expressive qualitative state based modelling approach for biological systems. In this paper we develop an abstraction theory for asynchronous MVNs that allows the state space of a model to be reduced while preserving key properties. The abstraction theory therefore provides a mechanism for coping with the state space explosion problem and supports the analysis and comparison of MVNs. We take as our starting point the abstraction theory for synchronous MVNs which uses the under- approximation approach of trace set inclusion. We show this definit

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12

Men, Chunlin. "Abstraction." Victorian Literature and Culture 51, no. 3 (2023): 355–58. http://dx.doi.org/10.1017/s1060150323000153.

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This essay focuses on “abstraction” as an underresearched keyword in Victorian studies. I argue that the productive ambiguity of abstraction indexes contradictions and tensions in capitalist modernity, statistical thinking, and interdisciplinary mediations that trace significant parts of their histories to the nineteenth century and still heavily inform our current Victorian scholarships.

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13

Walmsley, Jonathan. "Locke, Ayers, and Abstraction." Locke Studies 14 (December 31, 2014): 29–58. http://dx.doi.org/10.5206/ls.2014.708.

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   Berkeley famously took Locke’s account of abstraction to be a process of mental separation that creates incomplete ideas which represent many individuals. A number of scholars have more recently tried to rehabilitate Locke’s theory of abstraction and save it from Berkeley’s criticisms. The most steadfast and sophisticated of these scholars is Michael Ayers, who, in a number of publications, has argued that Locke’s theory of abstraction is one of ‘partial consideration’, where a thinker merely considers certain aspects of ideas to form universal representatives. I have writ

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14

Hinnion, Roland, and Thierry Libert. "Positive abstraction and extensionality." Journal of Symbolic Logic 68, no. 3 (2003): 828–36. http://dx.doi.org/10.2178/jsl/1058448441.

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AbstractIt is proved in this paper that the positive abstraction scheme is consistent with extensionality only if one drops equality out of the language. The theory obtained is then compared with GPK, a well-known set theory based on an extended positive comprehension scheme.

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15

Fisher, A. R. J. "Abstracta and Abstraction in Trope Theory." Philosophical Papers 49, no. 1 (2019): 41–67. http://dx.doi.org/10.1080/05568641.2019.1571938.

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16

Tennant, Neil. "A General Theory of Abstraction Operators." Philosophical Quarterly 54, no. 214 (2004): 105–33. http://dx.doi.org/10.1111/j.0031-8094.2004.00344.x.

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17

Stewart, Susan. "Abstraction set." Textual Practice 28, no. 7 (2014): 1245–48. http://dx.doi.org/10.1080/0950236x.2014.965470.

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18

Büchner, Clemens, Patrick Ferber, Jendrik Seipp, and Malte Helmert. "Abstraction Heuristics for Factored Tasks." Proceedings of the International Conference on Automated Planning and Scheduling 34 (May 30, 2024): 40–49. http://dx.doi.org/10.1609/icaps.v34i1.31459.

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One of the strongest approaches for optimal classical planning is A* search with heuristics based on abstractions of the planning task. Abstraction heuristics are well studied in planning formalisms without conditional effects such as SAS+. However, conditional effects are crucial to model many planning tasks compactly. In this paper, we focus on *factored* tasks which allow a specific form of conditional effect, where effects on variable x can only depend on the value of x. We generalize projections, domain abstractions, Cartesian abstractions and the counterexample-guided abstraction refinem

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19

Martín, F., J. Crespo, H. Billhardt, and V. Maojo. "Theory, Abstraction and Design in Medical Informatics." Methods of Information in Medicine 41, no. 01 (2002): 44–50. http://dx.doi.org/10.1055/s-0038-1634312.

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Summary Objective: To analyze the scientific and engineering components of Medical Informatics. A clear characterization of these components should be undertaken to categorize different areas of Medical Informatics and create a research agenda for the future. Methods: We have adapted a classical ACM and IEEE report on computing to analyze Medical Informatics from three different viewpoints: Theory, Abstraction, and Design. Results: We suggest that Medical Informatics can be considered from these three perspectives: (1) Theory, from which medical informaticians formally characterize the propert

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20

Teskey, Gordon. "Bent Abstraction." ELH 88, no. 2 (2021): 315–41. http://dx.doi.org/10.1353/elh.2021.0014.

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21

Hancox‐Li, Leif. "Idealization and Abstraction in Models of Injustice." Hypatia 32, no. 2 (2017): 329–46. http://dx.doi.org/10.1111/hypa.12317.

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Charles Mills has argued against ideal theory in political philosophy on the basis that it contains idealizations. He calls for political philosophers to do more nonideal theory, namely political theory that pays more attention to the most visible oppressions in society, such as those based on race, gender, and class. Mills's argument relies on a distinction between idealization and abstraction. Idealizations involve adding false assumptions to one's model, which is unacceptable, whereas abstractions merely leave out details without undermining descriptive power. By studying formal models of i

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22

MLINKO, ANGE. "Corporate Abstraction." Critical Quarterly 51, no. 3 (2009): 117. http://dx.doi.org/10.1111/j.1467-8705.2009.01886.x.

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23

Turner, Raymond. "Computational Abstraction." Entropy 23, no. 2 (2021): 213. http://dx.doi.org/10.3390/e23020213.

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Representation and abstraction are two of the fundamental concepts of computer science. Together they enable “high-level” programming: without abstraction programming would be tied to machine code; without a machine representation, it would be a pure mathematical exercise. Representation begins with an abstract structure and seeks to find a more concrete one. Abstraction does the reverse: it starts with concrete structures and abstracts away. While formal accounts of representation are easy to find, abstraction is a different matter. In this paper, we provide an analysis of data abstraction ba

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24

Vida, Grigore. "Descartes’ Theory of Abstraction in the Regulæ." Journal of Early Modern Studies 7, no. 1 (2018): 105–21. http://dx.doi.org/10.5840/jems2018715.

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25

Maynard, Douglas W., and Jason Turowetz. "Doing Abstraction: Autism, Diagnosis, and Social Theory." Sociological Theory 37, no. 1 (2019): 89–116. http://dx.doi.org/10.1177/0735275119830450.

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Recent decades have witnessed a dramatic upsurge in the prevalence of autism spectrum disorder (ASD). As researchers have investigated the responsible sociohistorical conditions, they have neglected how clinicians determine the diagnosis in local encounters in the first place. Articulating a position “between Foucault and Goffman,” we ask how the interaction order of the clinic articulates with larger-scale historical forces affecting the definition and distribution of ASD. First, we show how the diagnostic process has a narrative structure. Second, case data from three decades show how narrat

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26

Horsman, D. C. "Abstraction/Representation Theory for heterotic physical computing." Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 373, no. 2046 (2015): 20140224. http://dx.doi.org/10.1098/rsta.2014.0224.

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We give a rigorous framework for the interaction of physical computing devices with abstract computation. Device and program are mediated by the non-logical representation relation ; we give the conditions under which representation and device theory give rise to commuting diagrams between logical and physical domains, and the conditions for computation to occur. We give the interface of this new framework with currently existing formal methods, showing in particular its close relationship to refinement theory, and the implications for questions of meaning and reference in theoretical computer

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27

Sunder, S. "Economic Theory: Structural Abstraction or Behavioral Reduction?" History of Political Economy 38, Suppl 1 (2006): 322–42. http://dx.doi.org/10.1215/00182702-2005-028.

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28

Susnow, Roberta G., Anthony M. Dean, and William H. Green. "Hydrogen abstraction rates via density functional theory." Chemical Physics Letters 312, no. 2-4 (1999): 262–68. http://dx.doi.org/10.1016/s0009-2614(99)00912-4.

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29

Pillatt, Toby. "Resilience theory and social memory. Avoiding abstraction." Archaeological Dialogues 19, no. 1 (2012): 62–74. http://dx.doi.org/10.1017/s1380203812000104.

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The aim of my article is to stimulate debate about the roles weather and climate might play in archaeological interpretations. It is, therefore, encouraging that the respondents have sought to develop and build upon the theoretical themes highlighted. Respondents have tended to agree with me that weather is and was an integral part of people's lives, and also that this is a subject worthy of archaeological research. This was by no means a certainty when we are considering something so ephemeral as weather in a discipline often held in thrall by the imprecisions of chronologies, and which has a

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30

Luo, Zhaohui. "A higher-order calculus and theory abstraction." Information and Computation 90, no. 1 (1991): 107–37. http://dx.doi.org/10.1016/0890-5401(91)90062-7.

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31

Truett, Brandon. "Materialities of Abstraction." Twentieth-Century Literature 67, no. 2 (2021): 191–214. http://dx.doi.org/10.1215/0041462x-9084341.

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This article recovers the 1918 chapbook that the understudied Vorticist poet and visual artist Jessie Dismorr composed for the American sculptor John Storrs and his wife Marguerite. It examines the ways the chapbook reorients the aesthetic criteria by which we recognize abstraction in the early twentieth century. Studying how Dismorr’s divergent and feminist approach to Vorticist practice exploits “the materialities of abstraction,” or the traces of the material world that evince the outside of the abstract art object, it suggests that these material traces lead us to reimagine the boundary be

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32

Amiran, E. "Revolution in Abstraction." Minnesota Review 2006, no. 65-66 (2006): 193–202. http://dx.doi.org/10.1215/00265667-2006-65-66-193.

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33

Gardner, J., D. Herman, and J. Baetens. "Abstraction in Comics." SubStance 40, no. 1 (2011): 94–113. http://dx.doi.org/10.1353/sub.2011.0004.

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34

Xia, Kevin, and Elias Bareinboim. "Neural Causal Abstractions." Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 18 (2024): 20585–95. http://dx.doi.org/10.1609/aaai.v38i18.30044.

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The ability of humans to understand the world in terms of cause and effect relationships, as well as their ability to compress information into abstract concepts, are two hallmark features of human intelligence. These two topics have been studied in tandem under the theory of causal abstractions, but it is an open problem how to best leverage abstraction theory in real-world causal inference tasks, where the true model is not known, and limited data is available in most practical settings. In this paper, we focus on a family of causal abstractions constructed by clustering variables and their

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35

Abel, David, Dilip Arumugam, Kavosh Asadi, Yuu Jinnai, Michael L. Littman, and Lawson L. S. Wong. "State Abstraction as Compression in Apprenticeship Learning." Proceedings of the AAAI Conference on Artificial Intelligence 33 (July 17, 2019): 3134–42. http://dx.doi.org/10.1609/aaai.v33i01.33013134.

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State abstraction can give rise to models of environments that are both compressed and useful, thereby enabling efficient sequential decision making. In this work, we offer the first formalism and analysis of the trade-off between compression and performance made in the context of state abstraction for Apprenticeship Learning. We build on Rate-Distortion theory, the classic Blahut-Arimoto algorithm, and the Information Bottleneck method to develop an algorithm for computing state abstractions that approximate the optimal tradeoff between compression and performance. We illustrate the power of

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36

Nealon, Christopher. "Abstraction, Intuition, Poetry." ELH 88, no. 2 (2021): 387–420. http://dx.doi.org/10.1353/elh.2021.0011.

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37

Walmsley, Jonathan. "Locke, Ideas and Abstraction." Locke Studies 7 (December 31, 2007): 173–205. http://dx.doi.org/10.5206/ls.2007.1068.

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   The title of Yasuhiko Tomida’s paper ‘“Separation” of Ideas Reconsidered: A Response to Jonathan Walmsley’ portends sustained criticism of my analyses of Locke’s views on abstraction. The impression is misleading. My conclusion, that Locke’s theory of abstraction was one of mental separation of parts of images, is cited several times, but mainly as an opportunity for Professor Tomida to commence his own interpretation of Locke’s views. There is relatively little direct consideration of the arguments advanced for my conclusions. This observation is not intended as a critici

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38

Aichernig, Bernhard. "Test-Design through Abstraction - A Systematic Approach Based on the Refinement Calculus." JUCS - Journal of Universal Computer Science 7, no. (8) (2001): 710–35. https://doi.org/10.3217/jucs-007-08-0710.

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This article discusses the calculation of test-cases for interactive systems. A novel approach is presented that treats the problem of test-case synthesis as a formal abstraction problem. It is shown that test-cases can be viewed as formal contracts and that such test-cases are in fact abstractions of requirements specifications. The refinement calculus of Back and von Wright is used to formulate abstraction rules for calculating correct test-cases from a formal specification. The advantage of this abstraction approach is that simple input-output test-cases, as well as testing scenarios can be

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39

Heath, Stephen. "Keywords: abstract, abstraction." Critical Quarterly 55, no. 3 (2013): 1–10. http://dx.doi.org/10.1111/criq.12065.

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40

Hwang, Hokyu. "Actor As Abstraction And Metaphor In Institutional Theory." Academy of Management Proceedings 2016, no. 1 (2016): 17483. http://dx.doi.org/10.5465/ambpp.2016.17483abstract.

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41

Hazzan, Orit. "Reducing abstraction level when learning computability theory concepts." ACM SIGCSE Bulletin 34, no. 3 (2002): 156–60. http://dx.doi.org/10.1145/637610.544461.

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42

Tsotsos, John K. "Computational abstraction towards a theory of the brain." Current Biology 25, no. 16 (2015): R697—R700. http://dx.doi.org/10.1016/j.cub.2015.06.074.

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43

Kristensen, Bent Bruun, and Kasper �sterbye. "Roles: conceptual abstraction theory and practical language issues." Theory and Practice of Object Systems 2, no. 3 (1996): 143–60. http://dx.doi.org/10.1002/(sici)1096-9942(1996)2:3<143::aid-tapo2>3.0.co;2-x.

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44

Toscano, Alberto. "The Detour of Abstraction." diacritics 43, no. 2 (2015): 68–90. http://dx.doi.org/10.1353/dia.2015.0014.

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45

Lieven, Elena, Alissa Ferry, Anna Theakston, and Katherine E. Twomey. "Similarity, analogy and development in radical exemplar theory: A commentary on Ambridge (2020)." First Language 40, no. 5-6 (2020): 600–603. http://dx.doi.org/10.1177/0142723720909554.

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During language acquisition children generalise at multiple layers of granularity. Ambridge argues that abstraction-based accounts suffer from lumping (over-general abstractions) or splitting (over-precise abstractions). Ambridge argues that the only way to overcome this conundrum is in a purely exemplar/analogy-based system in which generalisations are based on similarity to individual exemplars. However, to move our understanding forward, radical exemplar theory must include clearly specified mechanisms for analogy and similarity computation, and must account for changes in children’s genera

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46

Loughery, John. "Archival Abstraction." Hudson Review 54, no. 1 (2001): 117. http://dx.doi.org/10.2307/3852830.

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47

Chantharojwong, Kasidis, Sourav S Bhowmick, and Byron Choi. "LICS: Towards Theory-Informed Effective Visual Abstraction of Property Graph Schemas." Proceedings of the ACM on Management of Data 3, no. 3 (2025): 1–26. https://doi.org/10.1145/3725410.

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Property graph schemas are essential for organizing property graph data, serving both prescriptive and descriptive roles. This has led to the recent development of property graph schema languages such as PG Schema . While understanding of these languages requires familiarity with complex syntax, this poses usability challenges, particularly for domain experts who are not programmers. Current visual abstractions, such as the labeled schema graph (łsg), simplify representation but suffers from visual clutter and limited feature support. To address these challenges, we propose a novel, generic, a

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48

Fuady, Anies, Purwanto, Susiswo, and Swasono Rahardjo. "Abstraction reflective student in problem solving of Mathematics based cognitive style." International Journal of Humanities and Innovation (IJHI) 2, no. 4 (2019): 103–7. http://dx.doi.org/10.33750/ijhi.v2i4.50.

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The student's reflective abstraction ability in solving problems is necessary because the result of a person's reflective abstraction is a scheme used to understand something, finding solutions or solving problems. Besides, reflective abstractions are essential to higher mathematical, logical thinking as they occur in logical thinking in children. Therefore, to develop a reflective abstraction notion of high-level mathematical thinking, it is necessary to separate what is an essential feature of reflective abstraction, reflect its rules on higher mathematics, recognize and reconstruct it so th

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49

Gacek, Andrew, Dale Miller, and Gopalan Nadathur. "Nominal abstraction." Information and Computation 209, no. 1 (2011): 48–73. http://dx.doi.org/10.1016/j.ic.2010.09.004.

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50

Chernyak, Alexei Z. "Existence, Abstraction and Reference." Epistemology & Philosophy of Science 61, no. 1 (2024): 106–21. http://dx.doi.org/10.5840/eps202461110.

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The article is devoted to the well-known dispute between R. Carnap and W.V.O. Quine on the meaning of statements with names of abstractions, which also revealed their disagreements on the more general question of the nature of the dependence of ontology on the choice of language of knowledge. According to Quine, the choice of language carries with it certain ontological commitments – judgments of existence that must be true for anyone who appropriately uses the language in question. The language of abstractions (using appropriate names and indications) is widely used not only in philosophy and

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