-
1
-
-
59849122652
-
Computational social science
-
Lazer D, Pentland A, Adamic L, Aral S, Barabasi AL, et al. (2009) Computational social science. Science 323: 721-723.
-
(2009)
Science
, vol.323
, pp. 721-723
-
-
Lazer, D.1
Pentland, A.2
Adamic, L.3
Aral, S.4
Barabasi, A.L.5
-
2
-
-
79953252391
-
Web of war: Can computational social science help to prevent or win wars? the pentagon is betting millions of dollars on the hope that it will
-
Weinberger S, (2011) Web of war: Can computational social science help to prevent or win wars? the pentagon is betting millions of dollars on the hope that it will. Nature 471: 566-568.
-
(2011)
Nature
, vol.471
, pp. 566-568
-
-
Weinberger, S.1
-
3
-
-
80053365808
-
Social scientists wade into the tweet stream
-
Miller G, (2011) Social scientists wade into the tweet stream. Science 333: 1814-1815.
-
(2011)
Science
, vol.333
, pp. 1814-1815
-
-
Miller, G.1
-
4
-
-
84884574298
-
-
Facebook, Available: Accessed 2012 Dec
-
Facebook (2012) Facebook company info: Fact sheet website. Available: http://newsroom.fb.com. Accessed 2012 Dec.
-
(2012)
Facebook company info: Fact sheet website
-
-
-
5
-
-
80053345545
-
Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures
-
Golder S, Macy M, (2011) Diurnal and seasonal mood vary with work, sleep, and daylength across diverse cultures. Science 333: 1878-1881.
-
(2011)
Science
, vol.333
, pp. 1878-1881
-
-
Golder, S.1
Macy, M.2
-
8
-
-
82855168069
-
Temporal patterns of happiness and information in a global social network: Hedonometrics and twitter
-
Dodds PS, Harris KD, Kloumann IM, Bliss CA, Danforth CM, (2011) Temporal patterns of happiness and information in a global social network: Hedonometrics and twitter. PLoS ONE 6: 26.
-
(2011)
PLoS ONE
, vol.6
, pp. 26
-
-
Dodds, P.S.1
Harris, K.D.2
Kloumann, I.M.3
Bliss, C.A.4
Danforth, C.M.5
-
9
-
-
60549098239
-
Detecting inuenza epidemics using search engine query data
-
Ginsberg J, Mohebbi M, Patel R, Brammer L, Smolinski M, et al. (2009) Detecting inuenza epidemics using search engine query data. Nature 457: 1012-1014.
-
(2009)
Nature
, vol.457
, pp. 1012-1014
-
-
Ginsberg, J.1
Mohebbi, M.2
Patel, R.3
Brammer, L.4
Smolinski, M.5
-
10
-
-
78651466764
-
Quantitative analysis of culture using millions of digitized books
-
Michel JB, Shen YK, Aiden AP, Veres A, Gray MK, et al. (2011) Quantitative analysis of culture using millions of digitized books. Science 331: 176-182.
-
(2011)
Science
, vol.331
, pp. 176-182
-
-
Michel, J.B.1
Shen, Y.K.2
Aiden, A.P.3
Veres, A.4
Gray, M.K.5
-
11
-
-
84898867307
-
The development and psychometric properties of liwc2007 the university of texas at austin
-
Pennebaker JW, Chung CK, Ireland M, Gonzales A, Booth RJ, (2007) The development and psychometric properties of liwc2007 the university of texas at austin. LIWCNET 1: 1-22.
-
(2007)
LIWCNET
, vol.1
, pp. 1-22
-
-
Pennebaker, J.W.1
Chung, C.K.2
Ireland, M.3
Gonzales, A.4
Booth, R.J.5
-
13
-
-
0025557319
-
An alternative "description of personality": the big-five factor structure
-
Goldberg LR, (1990) An alternative "description of personality": the big-five factor structure. J Pers and Soc Psychol 59: 1216-1229.
-
(1990)
J Pers and Soc Psychol
, vol.59
, pp. 1216-1229
-
-
Goldberg, L.R.1
-
14
-
-
0026874067
-
An introduction to the five-factor model and its applications
-
McCrae RR, John OP, (1992) An introduction to the five-factor model and its applications. Journal of Personality 60: 175-215.
-
(1992)
Journal of Personality
, vol.60
, pp. 175-215
-
-
McCrae, R.R.1
John, O.P.2
-
15
-
-
34147118994
-
Toward an adequate taxonomy of personality attributes: Replicated factor structure in peer nomination personality ratings
-
Norman W, (1963) Toward an adequate taxonomy of personality attributes: Replicated factor structure in peer nomination personality ratings. The Journal of Abnormal and Social Psychology 66: 574.
-
(1963)
The Journal of Abnormal and Social Psychology
, vol.66
, pp. 574
-
-
Norman, W.1
-
16
-
-
11944254274
-
Personality structure: Emergence of the five-factor model
-
Digman J, (1990) Personality structure: Emergence of the five-factor model. Annual review of psychology 41: 417-440.
-
(1990)
Annual Review of Psychology
, vol.41
, pp. 417-440
-
-
Digman, J.1
-
19
-
-
0042609977
-
Psychological aspects of natural language use: our words, our selves
-
Pennebaker JW, Mehl MR, Niederhoffer KG, (2003) Psychological aspects of natural language use: our words, our selves. Annual Review of Psychology 54: 547-77.
-
(2003)
Annual Review of Psychology
, vol.54
, pp. 547-577
-
-
Pennebaker, J.W.1
Mehl, M.R.2
Niederhoffer, K.G.3
-
20
-
-
77649253939
-
The psychological meaning of words: Liwc and computerized text analysis methods
-
Tausczik Y, Pennebaker J, (2010) The psychological meaning of words: Liwc and computerized text analysis methods. Journal of Language and Social Psychology 29: 24-54.
-
(2010)
Journal of Language and Social Psychology
, vol.29
, pp. 24-54
-
-
Tausczik, Y.1
Pennebaker, J.2
-
22
-
-
33745220525
-
Personality in its natural habitat: manifestations and implicit folk theories of personality in daily life
-
Mehl M, Gosling S, Pennebaker J, (2006) Personality in its natural habitat: manifestations and implicit folk theories of personality in daily life. Journal of personality and social psychology 90: 862.
-
(2006)
Journal of Personality and Social Psychology
, vol.90
, pp. 862
-
-
Mehl, M.1
Gosling, S.2
Pennebaker, J.3
-
23
-
-
1542291348
-
Should we trust web-based studies? a comparative analysis of six preconceptions about internet questionnaires
-
Gosling S, Vazire S, Srivastava S, John O, (2004) Should we trust web-based studies? a comparative analysis of six preconceptions about internet questionnaires. American Psychologist 59: 93.
-
(2004)
American Psychologist
, vol.59
, pp. 93
-
-
Gosling, S.1
Vazire, S.2
Srivastava, S.3
John, O.4
-
24
-
-
77951271071
-
Facebook profiles reect actual personality, not self-idealization
-
Back M, Stopfer J, Vazire S, Gaddis S, Schmukle S, et al. (2010) Facebook profiles reect actual personality, not self-idealization. Psychological Science 21: 372-374.
-
(2010)
Psychological Science
, vol.21
, pp. 372-374
-
-
Back, M.1
Stopfer, J.2
Vazire, S.3
Gaddis, S.4
Schmukle, S.5
-
25
-
-
84868313449
-
Determining personality traits & privacy concerns from facebook activity
-
Sumner C, Byers A, Shearing M (2011) Determining personality traits & privacy concerns from facebook activity. In: Black Hat Briefings. 1-29.
-
(2011)
Black Hat Briefings
, pp. 1-29
-
-
Sumner, C.1
Byers, A.2
Shearing, M.3
-
26
-
-
79751525567
-
Text messaging, personality, and the social context
-
Holtgraves T, (2011) Text messaging, personality, and the social context. Journal of Research in Personality 45: 92-99.
-
(2011)
Journal of Research in Personality
, vol.45
, pp. 92-99
-
-
Holtgraves, T.1
-
27
-
-
77953346190
-
Personality in 100,000 Words: A large-scale analysis of personality and word use among bloggers
-
Yarkoni T, (2010) Personality in 100,000 Words: A large-scale analysis of personality and word use among bloggers. Journal of Research in Personality 44: 363-373.
-
(2010)
Journal of Research in Personality
, vol.44
, pp. 363-373
-
-
Yarkoni, T.1
-
28
-
-
44249118128
-
Revealing dimensions of thinking in open-ended self-descriptions: An automated meaning extraction method for natural language
-
Chung C, Pennebaker J, (2008) Revealing dimensions of thinking in open-ended self-descriptions: An automated meaning extraction method for natural language. Journal of Research in Personality 42: 96-132.
-
(2008)
Journal of Research in Personality
, vol.42
, pp. 96-132
-
-
Chung, C.1
Pennebaker, J.2
-
32
-
-
34548688436
-
Mining the blogosphere: age, gender, and the varieties of self-expression
-
Argamon S, Koppel M, Pennebaker J, Schler J (2007) Mining the blogosphere: age, gender, and the varieties of self-expression. First Monday 12.
-
(2007)
First Monday
, vol.12
-
-
Argamon, S.1
Koppel, M.2
Pennebaker, J.3
Schler, J.4
-
33
-
-
2442544202
-
Gender, genre, and writing style in formal written texts
-
Argamon S, Koppel M, Fine J, Shimoni A, (2003) Gender, genre, and writing style in formal written texts. To appear in Text 23: 3.
-
(2003)
To Appear in Text
, vol.23
, pp. 3
-
-
Argamon, S.1
Koppel, M.2
Fine, J.3
Shimoni, A.4
-
34
-
-
45849137170
-
Gender differences in language use: An analysis of 14,000 text samples
-
Newman M, Groom C, Handelman L, Pennebaker J, (2008) Gender differences in language use: An analysis of 14,000 text samples. Discourse Processes 45: 211-236.
-
(2008)
Discourse Processes
, vol.45
, pp. 211-236
-
-
Newman, M.1
Groom, C.2
Handelman, L.3
Pennebaker, J.4
-
39
-
-
14744284337
-
Gender, Identity, and Language Use in Teenage Blogs
-
Huffaker DA, Calvert SL, (2005) Gender, Identity, and Language Use in Teenage Blogs. Journal of Computer-Mediated Communication 10: 1-10.
-
(2005)
Journal of Computer-Mediated Communication
, vol.10
, pp. 1-10
-
-
Huffaker, D.A.1
Calvert, S.L.2
-
40
-
-
50849131646
-
Variation and the indexical field1
-
Eckert P, (2008) Variation and the indexical field1. Journal of Sociolinguistics 12: 453-476.
-
(2008)
Journal of Sociolinguistics
, vol.12
, pp. 453-476
-
-
Eckert, P.1
-
42
-
-
84886587895
-
Computational text analysis for social science: Model assumptions and complexity
-
OConnor B, Bamman D, Smith NA, (2011) Computational text analysis for social science: Model assumptions and complexity. public health 41: 43.
-
(2011)
Public Health
, vol.41
, pp. 43
-
-
OConnor, B.1
Bamman, D.2
Smith, N.A.3
-
43
-
-
84880655688
-
Text as data: The promise and pitfalls of automatic content analysis methods for political texts
-
Grimmer J, Stewart BM (2013) Text as data: The promise and pitfalls of automatic content analysis methods for political texts. Political Analysis.
-
(2013)
Political Analysis
-
-
Grimmer, J.1
Stewart, B.M.2
-
44
-
-
62249190300
-
Fightin'words: Lexical feature selection and evaluation for identifying the content of political conict
-
Monroe BL, Colaresi MP, Quinn KM, (2008) Fightin'words: Lexical feature selection and evaluation for identifying the content of political conict. Political Analysis 16: 372-403.
-
(2008)
Political Analysis
, vol.16
, pp. 372-403
-
-
Monroe, B.L.1
Colaresi, M.P.2
Quinn, K.M.3
-
46
-
-
77649253939
-
The psychological meaning of words: Liwc and computerized text analysis methods
-
Tausczik Y, Pennebaker J, (2010) The psychological meaning of words: Liwc and computerized text analysis methods. Journal of Language and Social Psychology 29: 24.
-
(2010)
Journal of Language and Social Psychology
, vol.29
, pp. 24
-
-
Tausczik, Y.1
Pennebaker, J.2
-
48
-
-
18744405825
-
Style mining of electronic messages for multiple authorship discrimination: first results
-
New York, NY, USA: ACM
-
Argamon S, Šarić M, Stein SS (2003) Style mining of electronic messages for multiple authorship discrimination: first results. In: KDD '03: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining. New York, NY, USA: ACM, pp. 475-480.
-
(2003)
KDD '03: Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
, pp. 475-480
-
-
Argamon, S.1
Šarić, M.2
Stein, S.S.3
-
55
-
-
85107227165
-
Determining the sentiment of opinions
-
Stroudsburg, PA, USA: Association for Computational Linguistics, COLING,04
-
Kim SM, Hovy E (2004) Determining the sentiment of opinions. In: Proceedings of the 20th international conference on Computational Linguistics. Stroudsburg, PA, USA: Association for Computational Linguistics, COLING,04.
-
(2004)
Proceedings of the 20th international conference on Computational Linguistics
-
-
Kim, S.M.1
Hovy, E.2
-
56
-
-
70349529656
-
Recognizing contextual polarity: An exploration of features for phrase-level sentiment analysis
-
Wilson T, Wiebe J, Hoffmann P, (2009) Recognizing contextual polarity: An exploration of features for phrase-level sentiment analysis. Computational linguistics 35: 399-433.
-
(2009)
Computational Linguistics
, vol.35
, pp. 399-433
-
-
Wilson, T.1
Wiebe, J.2
Hoffmann, P.3
-
57
-
-
85034054192
-
Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining
-
In: Chair) NCC, Choukri K, Maegaard B, Mariani J, Odijk J, et al., editors, Valletta, Malta: European Language Resources Association (ELRA)
-
Baccianella S, Esuli A, Sebastiani F (2010) Sentiwordnet 3.0: An enhanced lexical resource for sentiment analysis and opinion mining. In: Chair) NCC, Choukri K, Maegaard B, Mariani J, Odijk J, et al., editors, Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10). Valletta, Malta: European Language Resources Association (ELRA).
-
(2010)
Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10)
-
-
Baccianella, S.1
Esuli, A.2
Sebastiani, F.3
-
58
-
-
0038385893
-
Extracting policy positions from political texts using words as data
-
Laver M, Benoit K, Garry J, (2003) Extracting policy positions from political texts using words as data. American Political Science Review 97: 311-331.
-
(2003)
American Political Science Review
, vol.97
, pp. 311-331
-
-
Laver, M.1
Benoit, K.2
Garry, J.3
-
60
-
-
47149095062
-
A scaling model for estimating time-series party positions from texts
-
Slapin JB, Proksch SO, (2008) A scaling model for estimating time-series party positions from texts. American Journal of Political Science 52: 705-722.
-
(2008)
American Journal of Political Science
, vol.52
, pp. 705-722
-
-
Slapin, J.B.1
Proksch, S.O.2
-
62
-
-
58849089737
-
Automatically profiling the author of an anonymous text
-
Argamon S, Koppel M, Pennebaker JW, Schler J, (2009) Automatically profiling the author of an anonymous text. Commun ACM 52: 119-123.
-
(2009)
Commun ACM
, vol.52
, pp. 119-123
-
-
Argamon, S.1
Koppel, M.2
Pennebaker, J.W.3
Schler, J.4
-
64
-
-
38349184781
-
Using linguistic cues for the automatic recognition of personality in conversation and text
-
Mairesse F, Walker M, Mehl M, Moore R, (2007) Using linguistic cues for the automatic recognition of personality in conversation and text. Journal of Artificial Intelligence Research 30: 457-500.
-
(2007)
Journal of Artificial Intelligence Research
, vol.30
, pp. 457-500
-
-
Mairesse, F.1
Walker, M.2
Mehl, M.3
Moore, R.4
-
66
-
-
84886594527
-
Predicting dark triad personality traits from twitter usage and a linguistic analysis of tweets
-
Sumner C, Byers A, Boochever R, Park G (2012) Predicting dark triad personality traits from twitter usage and a linguistic analysis of tweets. wwwonlineprivacyfoundationorg.
-
(2012)
-
-
Sumner, C.1
Byers, A.2
Boochever, R.3
Park, G.4
-
68
-
-
84884555801
-
Gender in twitter: Styles, stances, and social networks
-
arXiv preprint arXiv:12104567
-
Bamman D, Eisenstein J, Schnoebelen T (2012) Gender in twitter: Styles, stances, and social networks. arXiv preprint arXiv:12104567.
-
(2012)
-
-
Bamman, D.1
Eisenstein, J.2
Schnoebelen, T.3
-
69
-
-
84936824188
-
Word association norms, mutual information, and lexicography
-
Church KW, Hanks P, (1990) Word association norms, mutual information, and lexicography. Computational Linguistics 16: 22-29.
-
(1990)
Computational Linguistics
, vol.16
, pp. 22-29
-
-
Church, K.W.1
Hanks, P.2
-
71
-
-
0001243836
-
The transformation of poisson, binomial and negative-binomial data
-
Anscombe FJ, (1948) The transformation of poisson, binomial and negative-binomial data. Biometrika 35: 246-254.
-
(1948)
Biometrika
, vol.35
, pp. 246-254
-
-
Anscombe, F.J.1
-
78
-
-
84884566729
-
-
Wordle, Available: advanced Acceessed 2012 Dec
-
Wordle (2012) Wordle advanced website. Available: http://www{dot operator}wordle{dot operator}net/advanced Acceessed 2012 Dec.
-
(2012)
Wordle advanced website
-
-
-
80
-
-
0002016474
-
Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language
-
Resnik P, (1999) Semantic similarity in a taxonomy: An information-based measure and its application to problems of ambiguity in natural language. Journal of Artificial Intelligence Research 11: 95-130.
-
(1999)
Journal of Artificial Intelligence Research
, vol.11
, pp. 95-130
-
-
Resnik, P.1
-
81
-
-
84936916896
-
Robust locally weighted regression and smoothing scatterplots
-
Cleveland WS, (1979) Robust locally weighted regression and smoothing scatterplots. Journal of the Am Stati Assoc 74: 829-836.
-
(1979)
Journal of the Am Stati Assoc
, vol.74
, pp. 829-836
-
-
Cleveland, W.S.1
-
84
-
-
0033667445
-
Publication and related bias in meta-analysis: power of statistical tests and prevalence in the literature
-
Sterne J, Gavaghan D, Egger M, (2000) Publication and related bias in meta-analysis: power of statistical tests and prevalence in the literature. J Clin Epidemiol 53: 1119-1129.
-
(2000)
J Clin Epidemiol
, vol.53
, pp. 1119-1129
-
-
Sterne, J.1
Gavaghan, D.2
Egger, M.3
-
86
-
-
0007035661
-
The gender-linked language effect in primary and secondary students' impromptu essays
-
Mulac A, Studley LB, Blau S, (1990) The gender-linked language effect in primary and secondary students' impromptu essays. Sex Roles 23: 439-470.
-
(1990)
Sex Roles
, vol.23
, pp. 439-470
-
-
Mulac, A.1
Studley, L.B.2
Blau, S.3
-
87
-
-
0035375363
-
Predicting gender from electronic discourse
-
Thomson R, Murachver T, (2001) Predicting gender from electronic discourse. Brit J of Soc Psychol 40: 193-208.
-
(2001)
Brit J of Soc Psychol
, vol.40
, pp. 193-208
-
-
Thomson, R.1
Murachver, T.2
-
88
-
-
0037997355
-
The sounds of social life: a psychometric analysis of students' daily social environments and natural conversations
-
Mehl MR, Pennebaker JW, (2003) The sounds of social life: a psychometric analysis of students' daily social environments and natural conversations. J of Pers and Soc Psychol 84: 857-870.
-
(2003)
J of Pers and Soc Psychol
, vol.84
, pp. 857-870
-
-
Mehl, M.R.1
Pennebaker, J.W.2
-
89
-
-
84946417118
-
Male/female language differences and attributional consequences in a public speaking situation: Toward an explanation of the genderlinked language effect
-
Mulac A, Bradac JJ, (1986) Male/female language differences and attributional consequences in a public speaking situation: Toward an explanation of the genderlinked language effect. Communication Monographs 53: 115-129.
-
(1986)
Communication Monographs
, vol.53
, pp. 115-129
-
-
Mulac, A.1
Bradac, J.J.2
-
91
-
-
30344458211
-
The international personality item pool and the future of public-domain personality measures
-
Goldberg L, Johnson J, Eber H, Hogan R, Ashton M, et al. (2006) The international personality item pool and the future of public-domain personality measures. J of Res in Personal 40: 84-96.
-
(2006)
J of Res in Personal
, vol.40
, pp. 84-96
-
-
Goldberg, L.1
Johnson, J.2
Eber, H.3
Hogan, R.4
Ashton, M.5
-
92
-
-
50949133669
-
LIBLINEAR: A library for large linear classification
-
Fan RE, Chang KW, Hsieh CJ, Wang XR, Lin CJ, (2008) LIBLINEAR: A library for large linear classification. Journal of Machine Learning Research 9: 1871-1874.
-
(2008)
Journal of Machine Learning Research
, vol.9
, pp. 1871-1874
-
-
Fan, R.E.1
Chang, K.W.2
Hsieh, C.J.3
Wang, X.R.4
Lin, C.J.5
-
93
-
-
84942484786
-
Ridge regression: Biased estimation for nonorthogonal problems
-
Hoerl A, Kennard R, (1970) Ridge regression: Biased estimation for nonorthogonal problems. Technometrics 12: 55-67.
-
(1970)
Technometrics
, vol.12
, pp. 55-67
-
-
Hoerl, A.1
Kennard, R.2
-
94
-
-
84856806454
-
Psychological testing and psychological assessment: A review of evidence and issues
-
Meyer G, Finn S, Eyde L, Kay G, Moreland K, et al. (2001) Psychological testing and psychological assessment: A review of evidence and issues. American psychologist 56: 128.
-
(2001)
American Psychologist
, vol.56
, pp. 128
-
-
Meyer, G.1
Finn, S.2
Eyde, L.3
Kay, G.4
Moreland, K.5
-
95
-
-
84993725089
-
The power of personality: The comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes
-
Roberts B, Kuncel N, Shiner R, Caspi A, Goldberg L, (2007) The power of personality: The comparative validity of personality traits, socioeconomic status, and cognitive ability for predicting important life outcomes. Perspectives on Psychological Science 2: 313-345.
-
(2007)
Perspectives on Psychological Science
, vol.2
, pp. 313-345
-
-
Roberts, B.1
Kuncel, N.2
Shiner, R.3
Caspi, A.4
Goldberg, L.5
-
98
-
-
39049154385
-
Personality as manifest in word use: Correlations with self-report, acquaintance report, and behavior
-
Fast L, Funder D, (2008) Personality as manifest in word use: Correlations with self-report, acquaintance report, and behavior. Journal of Personality and Social Psychology 94: 334.
-
(2008)
Journal of Personality and Social Psychology
, vol.94
, pp. 334
-
-
Fast, L.1
Funder, D.2
-
99
-
-
1542291348
-
Should we trust web-based studies? a comparative analysis of six preconceptions about internet questionnaires
-
Gosling SD, Vazire S, Srivastava S, John OP, (2000) Should we trust web-based studies? a comparative analysis of six preconceptions about internet questionnaires. American Psychologist 59: 93-104.
-
(2000)
American Psychologist
, vol.59
, pp. 93-104
-
-
Gosling, S.D.1
Vazire, S.2
Srivastava, S.3
John, O.P.4
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