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A flexible reward engine should have a stable core of rules to ensure fairness over time.
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"People change over time.
The notion of fairness has evolved over time, from simple equality to a form of equality modulated by the user's need (e.g. max min and proportional fairness).
And I have great faith in the common sense and fairness of the American people over time.
President Bush who inherited his father's political fortunes if not his financial wealth has proposed phasing out the tax over time on fairness grounds.
News coverage has to be judged for fairness over a period of time, he said.
Study confirms that social comparisons play an integral part in determining fairness in the shopping context, reveal that consumers accept and positively assess price increases over time in terms of fairness, and confirm the importance of personal income in both price fairness assessments and in consumers' reactions to unfair prices.
Most of the previous work present the observation that DCF is fair over long time scales but can not provide short-term fairness.
For example a system could keep track of the fairness deficit of each user and try to balance it over time to allocate resources to a user that has the highest fairness deficit when resources become available.
Over time the FCC eliminated the Fairness Doctrine on the grounds that it wasn't "serving the public interest and that because of the scarcity of media, which was a concern to regulators at one time, had largely disappeared.
Over time, the connection between our sense of fairness and people's sense of fairness frayed – we need to acknowledge that.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com