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computing bias
biases can exist at any level of computing innovations can have human biases
questions to ask about bias
is it enhancing the product/ service or is it intentionally exclusive
is it intentionally harmful/ hateful
are developers receiving feedback from a wide variety of people? helps to avoid bias by having diverse team of developers/ testers/ users
citizen science
scientific research conducted in whole part by distributed individuals many of whom may not be scientists who contribute relevant data to research using their own computing
crowdsourcing
the practice of obtaining input or information from a large number of people via the internet
what does crowdsourcing offer?
new models for collaboration such as connecting businesses or social causes with funding