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Using Big Data and Machine Learning in Personality Measurement: Opportunities and Challenges
16 references·0 citing·59 second hopsampled
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References

  • 2010The weirdest people in the world?13,780 cited
  • 1955Construct validity in psychological tests.11,270 cited
  • 1992An Introduction to the Five‐Factor Model and Its Applications7,392 cited
  • 2013The standards for educational and psychological testing.6,992 cited
  • 2014Beyond the hype: Big data concepts, methods, and analytics4,409 cited
  • 2014Big Data's Disparate Impact3,281 cited
  • 2007The Power of Personality: The Comparative Validity of Personality Traits, Socioeconomic Status, and Cognitive Ability for Predicting Important Life Outcomes2,535 cited
  • 2017Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning1,928 cited
  • 2013Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach1,810 cited
  • 2004The Concept of Validity.1,761 cited
  • 2003The do re mi's of everyday life: The structure and personality correlates of music preferences.1,695 cited
  • 2012Statistical Approaches to Measurement Invariance1,554 cited
  • 2018The first-level digital divide shifts from inequalities in physical access to inequalities in material access1,403 cited
  • 2015Computer-based personality judgments are more accurate than those made by humans1,179 cited
  • 2009

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The New Person-Specific Paradigm in Psychology
1,092 cited
  • 2017Constraints on Generality (COG): A Proposed Addition to All Empirical Papers996 cited
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