lightbulbPractical problemData Labor, Crowdsourced Annotation, and Platform Gig Fairness
Online platform workers struggle to obtain fair work opportunities and income due to reputation systems.Fairness, Bias, and Research Governance / Data Labor, Crowdsourced Annotation, and Platform Gig Fairness
Online platform workers struggle to obtain fair work opportunities and income due to reputation systems.
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lightbulbPractical problemData Labor, Crowdsourced Annotation, and Platform Gig Fairness
Substantial human labor in the AI industry is overlooked, and unequal labor distribution leads to unfairness.CSCW '24The Work of AI: Mapping Human Labour in the AI Pipeline
lightbulbPractical problemData Labor, Crowdsourced Annotation, and Platform Gig Fairness
Food delivery platform tipping mechanisms lack transparency, making it difficult for consumers to judge what is fair.lightbulbPractical problemData Labor, Crowdsourced Annotation, and Platform Gig Fairness
In image classification, users must spend time labeling images and neural networks are prone to data bias.IUI '23Efficient Human-in-the-loop System for Guiding DNNs Attention
lightbulbPractical problemData Labor, Crowdsourced Annotation, and Platform Gig Fairness
Data workers (especially people with disabilities) face challenges in task complexity and fairness.CSCW '23Promoting Inclusivity and Well-being of Data Workers: Identifying Barriers and Designing Interventions
lightbulbPractical problemData Labor, Crowdsourced Annotation, and Platform Gig Fairness
Algorithms may amplify gender or racial stereotypes due to implicit social bias in data.Related papers
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Perceptions of Fairness in Technology-Mediated Marketplaces
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It's About Time: A View of Crowdsourced Data Before and During the Pandemic
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