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Social and Behavioral Sciences Commons™
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Full-Text Articles in Social and Behavioral Sciences
Purloined Significance: How Recidivism Algorithms Capture, Transform, And Automate Our Intersubjective Unconscious As Data, Macy Mcdonald
Purloined Significance: How Recidivism Algorithms Capture, Transform, And Automate Our Intersubjective Unconscious As Data, Macy Mcdonald
CLCWeb: Comparative Literature and Culture
Ever since ProPublica published their groundbreaking analysis of Northpointe’s Correctional Offender Management Profiling for Alternative Sanctions Core Risk and Needs Assessment software (COMPAS) in 2016, this web-based decision support system (DSS) has spawned a wide range of critiques and charges of racial bias. COMPAS provides a full suite of decision support applications to the US prison-industrial complex, including algorithmically derived recidivism predictions that increasingly guide parole decisions. The larger conversation surrounding COMPAS raises the question of how we analyze powerful, and yet opaque, data assemblages. In this article, I model an allegorical analysis of data assemblages. I argue the skills …
Teaching With Data In The Social Sciences: The Purdue Report, Jane Yatcilla, Clarence Maybee, Bethany Mcgowan, Gang Shao, D Trevor Burrows
Teaching With Data In The Social Sciences: The Purdue Report, Jane Yatcilla, Clarence Maybee, Bethany Mcgowan, Gang Shao, D Trevor Burrows
Libraries Reports
Purdue University Libraries participated in a multi-institution study about how instructors teach with data in social sciences courses. Thirteen semi-structured interviews were conducted with social sciences faculty who teach undergraduate students to use data, addressing questions about how faculty connect students to data; how students work with data; what types of support faculty have received that informs their teaching with data. Four broad themes emerged from qualitative coding of the interview transcripts: an array of purposes and practices for teaching about data; instructors' experiences, needs, and perspectives; managing wide-ranging student confidence and ability; technical concerns when teaching with data. The …
A Black Art: Ontology, Data, And The Tower Of Babel Problem, Andrew J. Iliadis
A Black Art: Ontology, Data, And The Tower Of Babel Problem, Andrew J. Iliadis
Open Access Dissertations
Computational ontologies are a new type of emerging scientific media (Smith, 2016) that process large quantities of heterogeneous data about portions of reality. Applied computational ontologies are used for semantically integrating (Heiler, 1995; Pileggi & Fernandez-Llatas, 2012) divergent data to represent reality and in so doing applied computational ontologies alter conceptions of materiality and produce new realities based on levels of informational granularity and abstraction (Floridi, 2011), resulting in a new type of informational ontology (Iliadis, 2013) the critical analysis of which requires new methods and frameworks. Currently, there is a lack of literature addressing the theoretical, social, and critical …