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TwitPersonality: Computing Personality Traits from Tweets Using Word Embeddings and Supervised Learning
16 references·0 citing·38 second hop
TwitPersonality: Computing Personality Traits from Tweets Using Word Embeddings and Supervised Learning (2018)TwitPersonality: Computing Personality Tr…Private traits and attributes are predictable from digital records of human behavior (2013)Private traits and attributes…Facebook Profiles Reflect Actual Personality, Not Self-Idealization (2010)Facebook Profiles Reflect Act…Personality and motivations associated with Facebook use (2009)Personality and motivations a…Narcissism and Social Networking Web Sites (2008)Narcissism and Social Network…The international personality item pool and the future of public-domain personality measures (2005)The international personality…The do re mi's of everyday life: The structure and personality correlates of music preferences. (2003)The do re mi's of everyday li…Psychological Aspects of Natural Language Use: Our Words, Our Selves (2002)Psychological Aspects of Natu…Birds of a Feather: Homophily in Social Networks (2001)Birds of a Feather: Homophily…Big Five factors and facets and the prediction of behavior. (2001)Big Five factors and facets a…Linguistic styles: Language use as an individual difference. (1999)Linguistic styles: Language u…A broad-bandwidth, public domain, personality inventory measuring the lower-level facets of several five-factor models (1999)A broad-bandwidth, public dom…The structure of phenotypic personality traits. (1993)The structure of phenotypic p…Recurrent Personality Factors Based on Trait Ratings (1992)Recurrent Personality Factors…An Introduction to the Five‐Factor Model and Its Applications (1992)An Introduction to the Five‐F…THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META‐ANALYSIS (1991)THE BIG FIVE PERSONALITY DIME…Personality Structure: Emergence of the Five-Factor Model (1990)Personality Structure: Emerge…The Measurement of Meaning (1957)Handbook of Industrial and Organizational Psychology. (1977)A cognitive-affective system theory of personality: Reconceptualizing situations, dispositions, dynamics, and invariance in personality structure. (1995)The Big Five Trait taxonomy: History, measurement, and theoretical perspectives. (1999)qgraph : Network Visualizations of Relationships in Psychometric Data (2012)Modern factor analysis (1960)Conceiving the self (1979)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Linguistic Inquiry and Word Count (LIWC) (2012)Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013)The Development and Psychometric Properties of LIWC2015 (2015)Validation of the five-factor model of personality across instruments and observers. (1987)Grit: Perseverance and passion for long-term goals. (2007)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)The Posttraumatic Growth Inventory: Measuring the positive legacy of trauma (1996)The Principles of Psychology (1891)The Presentation of Self in Everyday Life. (1956)The Presentation of Self in Everyday Life (2023)Human behavior and the principle of least effort (1949)Informal social communication. (1950)Structural Holes (1992)The Network Paradigm in Organizational Research: A Review and Typology (2003)E Pluribus Unum : Diversity and Community in the Twenty‐first Century The 2006 Johan Skytte Prize Lecture (2007)Friendship and mobility (2011)Measurement and Control of Response Bias (1991)Measures of Personality and Social Psychological Attitudes (1991)Differences Between Tight and Loose Cultures: A 33-Nation Study (2011)The next Big Five Inventory (BFI-2): Developing and assessing a hierarchical model with 15 facets to enhance bandwidth, fidelity, and predictive power. (2016)The Satisfaction With Life Scale (1985)Computational Social Science (2009)Automatic personality assessment through social media language. (2014)Tweeting From Left to Right (2015)Facebook language predicts depression in medical records (2018)The development of markers for the Big-Five factor structure. (1992)Personality and leadership: A qualitative and quantitative review. (2002)Identifying careless responses in survey data. (2012)Psychological correlates of university students' academic performance: A systematic review and meta-analysis. (2012)
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References

  • 2001Birds of a Feather: Homophily in Social Networks18,551 cited
  • 1991THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META‐ANALYSIS8,686 cited
  • 1992An Introduction to the Five‐Factor Model and Its Applications6,832 cited
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  • 2005The international personality item pool and the future of public-domain personality measures3,178 cited
  • 1999A broad-bandwidth, public domain, personality inventory measuring the lower-level facets of several five-factor models3,150 cited
  • 2013Private traits and attributes are predictable from digital records of human behavior2,827 cited
  • 2002Psychological Aspects of Natural Language Use: Our Words, Our Selves2,616 cited
  • 1999Linguistic styles: Language use as an individual difference.1,960 cited
  • 2009Personality and motivations associated with Facebook use1,728 cited
  • 2003The do re mi's of everyday life: The structure and personality correlates of music preferences.1,574 cited
  • 1992Recurrent Personality Factors Based on Trait Ratings1,293 cited
  • 2010Facebook Profiles Reflect Actual Personality, Not Self-Idealization1,169 cited

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Narcissism and Social Networking Web Sites
1,159 cited
  • 2001Big Five factors and facets and the prediction of behavior.1,096 cited
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