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Fairness dilemmas arise when groups are faced with making decisions about how to share their resources, rewards, or payoffs. Since resources are limited, groups need to decide on fair ways of apportioning them out to their members. These fairness judgments are determined by procedural and distributive forms of social justice.
Articles relating to dilemmas, problems offering two possibilities, neither of which is unambiguously acceptable or preferable. See also: Category:Dichotomies Pages in category "Dilemmas"
The Potter Box is a model for making ethical decisions, developed by Ralph B. Potter, Jr., professor of social ethics emeritus at Harvard Divinity School. [1] It is commonly used by communication ethics scholars.
Christian doctrine reflects the belief that God's nature transcends human biases and preferences. This perspective is derived from various passages in the Christian Bible that emphasize the impartiality of God and advocate for the practice of treating all individuals equally and without discrimination.
Joy Adowaa Buolamwini is a Canadian-American computer scientist and digital activist formerly based at the MIT Media Lab. [2] She founded the Algorithmic Justice League (AJL), an organization that works to challenge bias in decision-making software, using art, advocacy, and research to highlight the social implications and harms of artificial intelligence (AI).
Common fairness criteria, such as proportionality and envy-freeness, judge the division from the point-of-view of a single agent, with a single preference relation. There are several ways to extend these criteria to fair division among groups. Unanimous fairness requires that the allocation be considered fair in the eyes of all agents in all ...
Inequity is injustice or unfairness or an instance of either of the two. [1] Aversion is "a feeling of repugnance toward something with a desire to avoid or turn from it; a settled dislike; a tendency to extinguish a behavior or to avoid a thing or situation and especially a usually pleasurable one because it is or has been associated with a noxious stimulus". [2]
Fairness, absence of bias in specific realms: In American broadcasting, presentation of controversies in accord with the Fairness Doctrine. In computer science, fairness is a property of unbounded nondeterminism. In computer science, and specifically in machine learning, fairness is a desirable property of algorithms to avoid bias.