Zobrazeno 1 - 10
of 78
pro vyhledávání: '"Guha, Shion"'
Autor:
McConvey, Kelly, Guha, Shion
Algorithmic decision-making is increasingly being adopted across public higher education. The expansion of data-driven practices by post-secondary institutions has occurred in parallel with the adoption of New Public Management approaches by neoliber
Externí odkaz:
http://arxiv.org/abs/2403.13969
Autor:
Hasan, Md Kamrul, Aziz, Md Hasanul, Zarif, Md Ishrak Islam, Hasan, Mahmudul, Hashem, MMA, Guha, Shion, Love, Richard R, Ahamed, Sheikh
Publikováno v:
JMIR mHealth and uHealth, Vol 9, Iss 4, p e16806 (2021)
BackgroundThere is worldwide demand for an affordable hemoglobin measurement solution, which is a particularly urgent need in developing countries. The smartphone, which is the most penetrated device in both rich and resource-constrained areas, would
Externí odkaz:
https://doaj.org/article/921bcf8d020c42e598a416aa01ad600d
Caseworkers in the child welfare (CW) sector use predictive decision-making algorithms built on risk assessment (RA) data to guide and support CW decisions. Researchers have highlighted that RAs can contain biased signals which flatten CW case comple
Externí odkaz:
http://arxiv.org/abs/2403.05573
Research into recidivism risk prediction in the criminal legal system has garnered significant attention from HCI, critical algorithm studies, and the emerging field of human-AI decision-making. This study focuses on algorithmic crime mapping, a prev
Externí odkaz:
http://arxiv.org/abs/2402.05348
Autor:
Pater, Jessica, Chopra, Shaan, Zaccour, Juliette, Carroll, Jeanne, Nova, Fayika Farhat, Toscos, Tammy, Guha, Shion, Chang, Fen Lei
COVID Long Haul (CLH) is an emerging chronic illness with varied patient experiences. Our understanding of CLH is often limited to data from electronic health records (EHRs), such as diagnoses or problem lists, which do not capture the volatility and
Externí odkaz:
http://arxiv.org/abs/2402.04937
Autor:
Moon, Erina Seh-Young, Guha, Shion
Homelessness is a humanitarian challenge affecting an estimated 1.6 billion people worldwide. In the face of rising homeless populations in developed nations and a strain on social services, government agencies are increasingly adopting data-driven m
Externí odkaz:
http://arxiv.org/abs/2401.13247
Though ML practitioners increasingly employ various Responsible ML (RML) strategies, their methodological approach in practice is still unclear. In particular, the constraints, assumptions, and choices of practitioners with technical duties -- such a
Externí odkaz:
http://arxiv.org/abs/2401.11131
While colonization has sociohistorically impacted people's identities across various dimensions, those colonial values and biases continue to be perpetuated by sociotechnical systems. One category of sociotechnical systems--sentiment analysis tools--
Externí odkaz:
http://arxiv.org/abs/2401.10535
Autor:
Saxena, Devansh, Guha, Shion
Algorithms in public services such as child welfare, criminal justice, and education are increasingly being used to make high-stakes decisions about human lives. Drawing upon findings from a two-year ethnography conducted at a child welfare agency, w
Externí odkaz:
http://arxiv.org/abs/2308.05224
Risk assessment algorithms are being adopted by public sector agencies to make high-stakes decisions about human lives. Algorithms model "risk" based on individual client characteristics to identify clients most in need. However, this understanding o
Externí odkaz:
http://arxiv.org/abs/2302.08497