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Technology of text analysis in the big data era: Application of the topic model
16 references·0 citing·46 second hopsampled
Technology of text analysis in the big data era: Application of the topic model (2018)Technology of text analysis in the big da…Predicting Depression via Social Media (2021)Predicting Depression via Soc…Mining big data to extract patterns and predict real-life outcomes. (2016)Mining big data to extract pa…The Development and Psychometric Properties of LIWC2015 (2015)The Development and Psychomet…Quantifying the Language of Schizophrenia in Social Media (2015)Quantifying the Language of S…Computer-based personality judgments are more accurate than those made by humans (2015)Computer-based personality ju…Towards Assessing Changes in Degree of Depression through Facebook (2014)Towards Assessing Changes in …Automatic personality assessment through social media language. (2014)Automatic personality assessm…Affective and Content Analysis of Online Depression Communities (2014)Affective and Content Analysi…Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013)Personality, Gender, and Age …The personality of popular facebook users (2012)The personality of popular fa…A tale of two sites: Twitter vs. Facebook and the personality predictors of social media usage (2011)A tale of two sites: Twitter …Facebook Profiles Reflect Actual Personality, Not Self-Idealization (2010)Facebook Profiles Reflect Act…The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)The Psychological Meaning of …Manual for the Motivational Interviewing Skill Code (MISC) (2008)Manual for the Motivational I…Psychological Aspects of Natural Language Use: Our Words, Our Selves (2002)Psychological Aspects of Natu…Linguistic styles: Language use as an individual difference. (1999)Linguistic styles: Language u…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)The Principles of Psychology (1891)The Presentation of Self in Everyday Life. (1956)The Presentation of Self in Everyday Life (2023)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)Common method biases in behavioral research: A critical review of the literature and recommended remedies. 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(1990)Personality Structure: Emergence of the Five-Factor Model (1990)An Introduction to the Five‐Factor Model and Its Applications (1992)Quantifying Mental Health Signals in Twitter (2014)Social Networking Sites, Depression, and Anxiety: A Systematic Review (2016)Handbook of Personality : Theory and Research (1992)A very brief measure of the Big-Five personality domains (2003)Handbook of Personality: Theory and Research (2008)Tweeting From Left to Right (2015)The future of social media in marketing (2019)Conflict, arousal, and curiosity. (1960)Confronting a traumatic event: Toward an understanding of inhibition and disease. (1986)Measuring individual differences in implicit cognition: The implicit association test. (1998)Predicting Elections with Twitter: What 140 Characters Reveal about Political Sentiment (2010)Construct validity in psychological tests. (1955)The Satisfaction With Life Scale (1985)Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis (2017)Social Media Elements, Ecologies, and Effects (2019)Revised NEO Personality Inventory (NEO PI-R) and NEO Five-Factor Inventory (NEO-FFI) (1992)The international personality item pool and the future of public-domain personality measures (2005)The Revised NEO Personality Inventory (NEO-PI-R) (2008)Beyond misinformation: Understanding and coping with the “post-truth” era. (2017)Working and organizing in the age of the learning algorithm (2018)Countering Misinformation and Fake News Through Inoculation and Prebunking (2021)Introduction to functional grammar . By M. A. K. Halliday London & Baltimore: Edward Arnold, 1985. Pp. xxxv, 387. 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References

  • 2009The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods5,768 cited
  • 2002Psychological Aspects of Natural Language Use: Our Words, Our Selves2,616 cited
  • 1999Linguistic styles: Language use as an individual difference.1,960 cited
  • 2013Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach1,700 cited
  • 2015The Development and Psychometric Properties of LIWC20151,674 cited
  • 2021Predicting Depression via Social Media1,582 cited
  • 2010Facebook Profiles Reflect Actual Personality, Not Self-Idealization1,169 cited
  • 2015Computer-based personality judgments are more accurate than those made by humans1,085 cited
  • 2011A tale of two sites: Twitter vs. Facebook and the personality predictors of social media usage1,011 cited
  • 2014Automatic personality assessment through social media language.802 cited
  • 2014Towards Assessing Changes in Degree of Depression through Facebook256 cited
  • 2014Affective and Content Analysis of Online Depression Communities225 cited
  • 2016Mining big data to extract patterns and predict real-life outcomes.200 cited
  • 2008Manual for the Motivational Interviewing Skill Code (MISC)176 cited
  • 2012The personality of popular facebook users

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175 cited
  • 2015Quantifying the Language of Schizophrenia in Social Media171 cited
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