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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.
Justice as Fairness: Political not Metaphysical" is an essay by John Rawls, published in 1985. [1] In it he describes his conception of justice. It comprises two main principles of liberty and equality; the second is subdivided into fair equality of opportunity and the difference principle .
A fair trial is a trial which is "conducted fairly, justly, and with procedural regularity by an impartial judge". [1] Various rights associated with a fair trial are explicitly proclaimed in Article 10 of the Universal Declaration of Human Rights, the Fourth, Fifth, Sixth, Seventh, and Fourteenth Amendments to the United States Constitution, and Article 6 of the European Convention of Human ...
Economic equity is the construct, concept or idea of fairness in economics and justice in the distribution of wealth, resources, and taxation within a society. Equity is closely tied to taxation policies, welfare economics, and the discussions of public finance, influencing how resources are allocated among different segments of the population.
A free and fair election is defined as an election in which "coercion is comparatively uncommon". This definition was popularized by political scientist Robert Dahl.A free and fair election involves political freedoms and fair processes leading up to the vote, a fair count of eligible voters who cast a ballot, a lack of electoral fraud or voter suppression, and acceptance of election results ...
Definitions of social equity differ, but they all emphasize justice and fairness. Equity includes the role of public administrators, who are tasked with ensuring that social services are distributed fairly. This means considering historical and current inequalities among groups, as fairness is influenced by this social and historical context. [3]
The fairness doctrine of the United States Federal Communications Commission (FCC), introduced in 1949, was a policy that required the holders of broadcast licenses both to present controversial issues of public importance and to do so in a manner that fairly reflected differing viewpoints. [1]
In social psychology, distributive justice is defined as perceived fairness of how rewards and costs are shared by (distributed across) group members. [2] For example, when some workers work more hours but receive the same pay, group members may feel that distributive justice has not occurred.