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Ethical factors like privacy, transparency and fairness are very important in human-centered AI. Designers will have to actively operate to determine and mitigate biases in AI algorithms to be certain equitable results for all consumers.Other research have centered on user profile attributes for instance gender, identity, consumers’ psycho-lingui