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Volumn 10, Issue 9, 2015, Pages

Studying user income through language, behaviour and affect in social media

Author keywords

[No Author keywords available]

Indexed keywords

ANGER; BEHAVIOR; EDUCATION; FEAR; FEMALE; GENDER; HUMAN; HUMAN EXPERIMENT; INTELLIGENCE; LANGUAGE; MALE; SOCIAL MEDIA; AFFECT; CLASSIFICATION; EDUCATIONAL STATUS; INCOME; INFORMATION PROCESSING; PROCEDURES; REPRODUCIBILITY; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA; UTILIZATION;

EID: 84947460277     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0138717     Document Type: Article
Times cited : (189)

References (60)
  • 3
    • 79953102821 scopus 로고    scopus 로고
    • Twitter mood predicts the stock market
    • Bollen J, Mao H, Zeng X. Twitter Mood Predicts the Stock Market. Journal of Computational Science. 2011; 2(1):1-8. doi: 10.1016/j.jocs.2010.12.007
    • (2011) Journal of Computational Science , vol.2 , Issue.1 , pp. 1-8
    • Bollen, J.1    Mao, H.2    Zeng, X.3
  • 4
    • 84913568695 scopus 로고    scopus 로고
    • Diffusion of lexical change in social media
    • Eisenstein J, O'Connor B, Smith NA, Xing EP. Diffusion of Lexical Change in Social Media. PLoS ONE. 2014; 9(11). doi: 10.1371/journal.pone.0113114
    • (2014) PloS One , vol.9 , Issue.11
    • Eisenstein, J.1    O'Connor, B.2    Smith, N.A.3    Xing, E.P.4
  • 9
    • 84884541833 scopus 로고    scopus 로고
    • Personality, gender, and age in the language of social media: The open-vocabulary approach
    • 09
    • Schwartz HA, Eichstaedt JC, Kern ML, Dziurzynski L, Ramones SM, Agrawal M, et al. Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach. PLoS ONE. 2013 09; 8(9). doi: 10.1371/journal.pone.0073791
    • (2013) PLoS ONE , vol.8 , Issue.9
    • Schwartz, H.A.1    Eichstaedt, J.C.2    Kern, M.L.3    Dziurzynski, L.4    Ramones, S.M.5    Agrawal, M.6
  • 16
    • 84970346681 scopus 로고
    • Language and social class
    • Bernstein B. Language and Social Class. British Journal of Sociology. 1960; 11(3):271-276. doi: 10.2307/586750
    • (1960) British Journal of Sociology , vol.11 , Issue.3 , pp. 271-276
    • Bernstein, B.1
  • 17
    • 0033239201 scopus 로고    scopus 로고
    • The big five personality traits, general mental ability, and career success across the life span
    • Judge TA, Higgins CA. The Big Five Personality Traits, General Mental Ability, and Career Success across the Life Span. Personnel Psychology; 52(3):621-652. doi: 10.1111/j.1744-6570.1999.tb00174.x
    • Personnel Psychology , vol.52 , Issue.3 , pp. 621-652
    • Judge, T.A.1    Higgins, C.A.2
  • 18
    • 78049278310 scopus 로고    scopus 로고
    • High income improves evaluation of life but not emotional well-being
    • Kahneman D, Deaton A. High Income Improves Evaluation of Life but not Emotional Well-Being. Proceedings of the National Academy of Sciences. 2010; 107(38):16489-16493. doi: 10.1073/pnas. 1011492107
    • (2010) Proceedings of the National Academy of Sciences , vol.107 , Issue.38 , pp. 16489-16493
    • Kahneman, D.1    Deaton, A.2
  • 19
    • 84993725089 scopus 로고    scopus 로고
    • The power of personality: The comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes
    • 26151971
    • Roberts BW, Kuncel NR, Shiner R, Caspi A, Goldberg LR. The Power of Personality: The Comparative Validity of Personality Traits, Socioeconomic Status, and Cognitive Ability for Predicting Important Life Outcomes. Perspectives on Psychological Science. 2007; 2(4):313-345. doi: 10.1111/j.1745-6916. 2007.00047.x PMID: 26151971
    • (2007) Perspectives on Psychological Science , vol.2 , Issue.4 , pp. 313-345
    • Roberts, B.W.1    Kuncel, N.R.2    Shiner, R.3    Caspi, A.4    Goldberg, L.R.5
  • 21
    • 84947457487 scopus 로고    scopus 로고
    • Accessed: 09-04
    • SOC Hierarchy;. Accessed: 2015-09-04. http://www.ons.gov.uk/ons/guide-method/classifications/current-standard-classifications/soc2010/index.html.
    • (2015)
  • 22
    • 77954965308 scopus 로고    scopus 로고
    • SOC2010: Revision of the standard occupational classification
    • Elias P, Birch M, et al. SOC2010: Revision of the Standard Occupational Classification. Economic and Labour Market Review. 2010; 4(7):48-55. doi: 10.1057/elmr.2010.96
    • (2010) Economic and Labour Market Review , vol.4 , Issue.7 , pp. 48-55
    • Elias, P.1    Birch, M.2
  • 23
    • 84923888276 scopus 로고    scopus 로고
    • Who tweets? Deriving the demographic characteristics of age, occupation and social class from twitter user meta-data
    • 03
    • Sloan L, Morgan J, Burnap P, Williams M. Who Tweets? Deriving the Demographic Characteristics of Age, Occupation and Social Class from Twitter User Meta-Data. PLoS ONE. 2015 03; 10(3). doi: 10.1371/journal.pone.0115545
    • (2015) PLoS ONE , vol.10 , Issue.3
    • Sloan, L.1    Morgan, J.2    Burnap, P.3    Williams, M.4
  • 24
    • 84947445631 scopus 로고    scopus 로고
    • Accessed: 09-04
    • Annual Survey of Hours and Earnings;. Accessed: 2015-09-04. http://www.ons.gov.uk/ons/rel/ashe/annual-survey-of-hours-and-earnings/.
    • (2015) Annual Survey of Hours and Earnings
  • 25
    • 84947457488 scopus 로고    scopus 로고
    • Accessed: 09-04
    • Twitter Income Dataset;. Accessed: 2015-09-04. http://figshare.com/articles/Twitter-User-Income-Dataset/1515997.
    • (2015) Twitter Income Dataset
  • 29
    • 84921802546 scopus 로고    scopus 로고
    • Computer-based personality judgments are more accurate than those made by humans
    • Youyou W, Kosinski M, Stillwell D. Computer-based Personality Judgments are more Accurate than those Made by Humans. Proceedings of the National Academy of Sciences. 2015; 112(4):1036-1040. doi: 10.1073/pnas.1418680112
    • (2015) Proceedings of the National Academy of Sciences , vol.112 , Issue.4 , pp. 1036-1040
    • Youyou, W.1    Kosinski, M.2    Stillwell, D.3
  • 33
    • 84889960454 scopus 로고
    • An argument for basic emotions
    • Ekman P. An Argument for Basic Emotions. Cognition & Emotion. 1992; 6(3-4):169-200. doi: 10.1080/02699939208411068
    • (1992) Cognition & Emotion , vol.6 , Issue.3-4 , pp. 169-200
    • Ekman, P.1
  • 36
    • 84947457491 scopus 로고    scopus 로고
    • Accessed: 09-04
    • Gensim;. Accessed: 2015-09-04. https://radimrehurek.com/gensim/.
    • (2015) Gensim
  • 40
    • 16244401458 scopus 로고    scopus 로고
    • Regularization and variable selection via the elastic net
    • Series B
    • Zou H, Hastie T. Regularization and Variable Selection via the Elastic Net. Journal of the Royal Statistical Society, Series B. 2005; 67:301-320. doi: 10.1111/j.1467-9868.2005.00503.x
    • (2005) Journal of the Royal Statistical Society , vol.67 , pp. 301-320
    • Zou, H.1    Hastie, T.2
  • 41
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Smola AJ, Schölkopf B. A Tutorial on Support Vector Regression. Statistics and Computing. 2004; 14- (3):199-222. doi: 10.1023/B:STCO.0000035301.49549.88
    • (2004) Statistics and Computing , vol.14 , Issue.3 , pp. 199-222
    • Smola, A.J.1    Schölkopf, B.2
  • 46
    • 0002322469 scopus 로고
    • On a test of whether one of two random variables is stochastically larger than the other
    • Mann HB, Whitney DR. On a Test of whether One of Two Random Variables is Stochastically Larger than the Other. The Annals of Mathematical Statistics. 1947;p. 50-60. doi: 10.1214/aoms/1177730491
    • (1947) The Annals of Mathematical Statistics , pp. 50-60
    • Mann, H.B.1    Whitney, D.R.2
  • 47
    • 0027099034 scopus 로고
    • The gender earnings gap: Learning from international comparisons
    • Blau FD, Kahn LM. The Gender Earnings Gap: Learning from International Comparisons. The American Economic Review. 1992; 82(2):533-538.
    • (1992) The American Economic Review , vol.82 , Issue.2 , pp. 533-538
    • Blau, F.D.1    Kahn, L.M.2
  • 49
    • 84947457492 scopus 로고    scopus 로고
    • Accessed: 09-04
    • UK Earnings by Gender;. Accessed: 2015-09-04. http://www.ons.gov.uk/ons/taxonomy/index.html?nscl=Earnings+by+Gender.
    • (2015) UK Earnings by Gender
  • 50
    • 84947439586 scopus 로고    scopus 로고
    • Accessed: 09-04
    • Ethnicity Inequality;. Accessed: 2015-09-04. http://www.jrf.org.uk/sites/files/jrf/inequality-ethnicitypoverty-full.pdf.
    • (2015) Ethnicity Inequality
  • 51
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Cohen J. A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement. 1960; 20(1):37-46. doi: 10.1177/001316446002000104
    • (1960) Educational and Psychological Measurement , vol.20 , Issue.1 , pp. 37-46
    • Cohen, J.1
  • 52
    • 85006229995 scopus 로고    scopus 로고
    • Accessed: 09-04
    • US Religious Landscape Survey;. Accessed: 2015-09-04. http://religions.pewforum.org/pdf/reportreligious-landscape-study-full.pdf.
    • (2015) US Religious Landscape Survey
  • 53
    • 70349750333 scopus 로고    scopus 로고
    • Affluence, feelings of stress, and well-being
    • Ng W, Diener E, Aurora R, Harter J. Affluence, Feelings of Stress, and Well-being. Social Indicators Research. 2009; 94(2):257-271. doi: 10.1007/s11205-008-9422-5
    • (2009) Social Indicators Research , vol.94 , Issue.2 , pp. 257-271
    • Ng, W.1    Diener, E.2    Aurora, R.3    Harter, J.4
  • 54
    • 0036225649 scopus 로고    scopus 로고
    • Will money increase subjective well-being?
    • Diener E, Biswas-Diener R. Will Money Increase Subjective Well-Being? Social Indicators Research. 2002; 57(2):119-169. doi: 10.1023/A:1014411319119
    • (2002) Social Indicators Research , vol.57 , Issue.2 , pp. 119-169
    • Diener, E.1    Biswas-Diener, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.