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ESOF Panel 2018


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Panel on "Increasing Scientific Productivity through Artificial Intelligence" at EuroScience Open Forum

Published in: Science
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ESOF Panel 2018

  1. 1. Increasing Scientific Productivity through AI Amrapali Zaveri
  2. 2. Garbage Garbage * Biggest Challenge: Poor Data Quality
  3. 3. Reproducibility crisis in AI * *400 AI papers 6% code 30% test data 54% pseudo code
  4. 4. Data Quality Assessment
  5. 5. Invest in Data Quality Assessment ! Optimal combination of humans and machines towards data quality assessment
  6. 6. Improve FAIRness of digital resources* * ** Assessment through FAIR metrics**
  7. 7. Fairness, Accuracy, Confidentiality, and Transparency