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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 *http://www.ibmbigdatahub.com/infographic/four-vs-big-data Biggest Challenge: Poor Data Quality
  3. 3. Reproducibility crisis in AI *http://science.sciencemag.org/content/359/6377/725 *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* *https://www.nature.com/articles/sdata201618 **https://www.nature.com/articles/sdata2018118 Assessment through FAIR metrics**
  7. 7. Fairness, Accuracy, Confidentiality, and Transparency http://www.responsibledatascience.org/

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