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Critical dialogical accountability: From accounting-based accountability to accountability-based accounting [PDF]

open access: yesCritical Perspectives on Accounting, 2019
Abstract Society is demanding that its institutions be accountable for more than economic performance. However, much research in the social and environmental accounting (SEA) literature suggests that an increased level of reporting has not prompted the anticipated increased levels of accountability. Accountability is limited by what is disclosed, and
Dillard, Jesse, Vinnari, Eija
openaire   +3 more sources

Understanding accountability in algorithmic supply chains [PDF]

open access: yesConference on Fairness, Accountability and Transparency, 2023
Academic and policy proposals on algorithmic accountability often seek to understand algorithmic systems in their socio-technical context, recognising that they are produced by ‘many hands’.
Jennifer Cobbe   +2 more
semanticscholar   +1 more source

Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning [PDF]

open access: yesConference on Fairness, Accountability and Transparency, 2022
In 1996, Accountability in a Computerized Society [95] issued a clarion call concerning the erosion of accountability in society due to the ubiquitous delegation of consequential functions to computerized systems.
A. F. Cooper   +3 more
semanticscholar   +1 more source

Accountability in artificial intelligence: what it is and how it works

open access: yesAi & Society, 2023
Accountability is a cornerstone of the governance of artificial intelligence (AI). However, it is often defined too imprecisely because its multifaceted nature and the sociotechnical structure of AI systems imply a variety of values, practices, and ...
Claudio Novelli   +2 more
semanticscholar   +1 more source

Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure [PDF]

open access: yesConference on Fairness, Accountability and Transparency, 2020
Datasets that power machine learning are often used, shared, and reused with little visibility into the processes of deliberation that led to their creation.
Ben Hutchinson   +7 more
semanticscholar   +1 more source

How Platform-User Power Relations Shape Algorithmic Accountability: A Case Study of Instant Loan Platforms and Financially Stressed Users in India [PDF]

open access: yesConference on Fairness, Accountability and Transparency, 2022
Accountability, a requisite for responsible AI, can be facilitated through transparency mechanisms such as audits and explainability. However, prior work suggests that the success of these mechanisms may be limited to Global North contexts; understanding
Divya Ramesh   +3 more
semanticscholar   +1 more source

Accountability and governance in pursuit of Sustainable Development Goals: conceptualising how governments create value

open access: yesAccounting, Auditing & Accountability Journal, 2021
PurposeDrawing on Adams (2017a) conceptualisation of value creation by organisations published in the Accounting, Auditing and Accountability Journal, the purpose of this paper is to develop a conceptualisation of how national governments can create ...
S. Abhayawansa, C. Adams, C. Neesham
semanticscholar   +1 more source

Outlining Traceability: A Principle for Operationalizing Accountability in Computing Systems [PDF]

open access: yesConference on Fairness, Accountability and Transparency, 2021
Accountability is widely understood as a goal for well governed computer systems, and is a sought-after value in many governance contexts. But how can it be achieved?
Joshua A. Kroll
semanticscholar   +1 more source

What to account for when accounting for algorithms: a systematic literature review on algorithmic accountability

open access: yesFAT*, 2020
As research on algorithms and their impact proliferates, so do calls for scrutiny/accountability of algorithms. A systematic review of the work that has been done in the field of 'algorithmic accountability' has so far been lacking.
M. Wieringa
semanticscholar   +1 more source

Accounting account account assessment [PDF]

open access: yesOditor - casopis za Menadzment, finansije i pravo, 2018
Excise duties are a special form of sales tax and one of the most tax forms. Excise is taxed products with inelastic demand, and taxpayers are manufacturers and importers. Tax base is determined by a measurement unit (kg, liter, etc.,), and the amounts are in absolute values (e.g., 50 to a pack of cigarettes din).
openaire   +2 more sources

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