Deep Learning in Data Mining

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Questions and Answers

What is the primary concern when it comes to safeguarding individuals' personal data?

  • Data ownership
  • Unauthorized access (correct)
  • Wider societal implications
  • Fairness in algorithms

Why is it important to address biases in data and algorithms?

  • To prevent discrimination (correct)
  • To ensure data security
  • To comply with regulations
  • To obtain informed consent

What is the purpose of ensuring transparency and accountability in algorithms?

  • To hold accountable for outcomes (correct)
  • To obtain informed consent
  • To prevent misuse
  • To ensure data security

What is the main goal of informed consent in data collection and analysis?

<p>To obtain clear consent from individuals (D)</p> Signup and view all the answers

What is the primary concern when it comes to data security?

<p>Preventing unauthorized access (D)</p> Signup and view all the answers

Why is it important to clarify ownership and control of data?

<p>To protect individuals' rights (B)</p> Signup and view all the answers

What is the challenge with anonymization?

<p>Balancing anonymization with re-identification risk (D)</p> Signup and view all the answers

What is the primary concern when it comes to social impact?

<p>Considering the wider societal implications (D)</p> Signup and view all the answers

Why is it important to implement measures to prevent misuse?

<p>To prevent surveillance or discrimination (B)</p> Signup and view all the answers

What is the primary goal of regulatory compliance?

<p>Ensuring legal and ethical data mining practices (B)</p> Signup and view all the answers

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