Consumer Sentiment Analysis: Ethics

Guidelines: http://ocel.ai/ethics/
  • Who will be impacted? Who were sampled? Who were over sampled or under sampled? Who were the data scientists (yourself and your collaborators)? 
  • What are the social and cultural impacts? What are the concerns about data privacy, security, and fairness? 
  • When will the social and cultural impacts take place? When should people be concerned about data privacy, security, and fairness? 
  • Where will the social and cultural impacts take place? Where will data privacy, security, and fairness issues, like data breach, and evaluative bias, likely to happen? 
  • Why are the social and cultural impacts important or consequential to the people and/or the community? Why should we be concerned about data privacy, security, and fairness issues? 
  • How can we address these societal issues in ML using a community-in-the-loop approach? 
Reference: EduKC Edit Page

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