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"I Have a Narrow Thought Process": Constraints on Explanations Connecting Inferences

Talkat SOUPS 2020 · 2020-08-10..08-11· [security]
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Study measures how people link platform-derived traits to themselves and finds explanations hinge on memory and plausibility. Participants who actually saw their inferred labels are rare, with 95 respondents in the survey and 21 interviews for followup. Codified reactions fall into plausible, implausible, and no connection categories; all 21 assume the inferences target advertising, 17 tolerate the business model while 20 report discomfort. Recommendation is to limit automated inferences to those users can plausibly relate to.

AI-written summary · about

  1. 0:00Intro
  2. 0:18Notice and Choice
  3. 0:46Inferences
  4. 2:48Themes
  5. 3:47Acceptance
  6. 4:21Conclusion
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