-
1
-
-
84884541833
-
Personality, gender, and age in the language of social media: the open-vocabulary approach
-
PID: 24086296
-
Schwartz, H. A. et al. Personality, gender, and age in the language of social media: the open-vocabulary approach. PLoS ONE 8, e73791 (2013)
-
(2013)
PLoS ONE
, vol.8
-
-
Schwartz, H.A.1
-
2
-
-
84876061994
-
Private traits and attributes are predictable from digital records of human behavior
-
PID: 23479631
-
Kosinski, M., Stillwell, D. & Graepel, T. Private traits and attributes are predictable from digital records of human behavior. Proc. Natl Acad. Sci. 110, 5802 (2013)
-
(2013)
Proc. Natl Acad. Sci.
, vol.110
, pp. 5802
-
-
Kosinski, M.1
Stillwell, D.2
Graepel, T.3
-
3
-
-
84921802546
-
Computer-based personality judgments are more accurate than those made by humans
-
PID: 25583507
-
Youyou, W., Kosinski, M. & Stillwell, D. Computer-based personality judgments are more accurate than those made by humans. Proc. Natl Acad. Sci. 112, 1036 (2015)
-
(2015)
Proc. Natl Acad. Sci.
, vol.112
, pp. 1036
-
-
Youyou, W.1
Kosinski, M.2
Stillwell, D.3
-
4
-
-
85035766932
-
Psychological targeting as an effective approach to digital mass persuasion
-
PID: 29133409
-
Matz, S. C., Kosinski, M., Nave, G. & Stillwell, D. J. Psychological targeting as an effective approach to digital mass persuasion. Proc. Natl Acad. Sci. 114, 12714 (2017)
-
(2017)
Proc. Natl Acad. Sci.
, vol.114
, pp. 12714
-
-
Matz, S.C.1
Kosinski, M.2
Nave, G.3
Stillwell, D.J.4
-
5
-
-
85051719233
-
-
D Baquet (ed.), The New York Times Company: New York City, New York, Retrieved from
-
Rosenberg, M., Confessore, N. & Cadwalladr, C. in D Baquet (ed.) How Trump consultants exploited the Facebook data of millions The New York Times. (The New York Times Company: New York City, New York, 2018) Retrieved from https://www.nytimes.com/2018/03/17/us/politics/cambridge-analytica-trump-campaign.html
-
(2018)
How Trump Consultants Exploited the Facebook Data of Millions the New York Times
-
-
Rosenberg, M.1
Confessore, N.2
Cadwalladr, C.3
-
6
-
-
85029122814
-
Harnessing the web for population-scale physiological sensing: A case study of sleep and performance
-
Althoff, T., Horvitz, E., White, R. W. & Zeitzer, J. Harnessing the web for population-scale physiological sensing: a case study of sleep and performance. In Proceedings of the 26th International Conference on World Wide Web. 113–122 (2017) 10.1145/3038912.3052637
-
(2017)
Proceedings of the 26Th International Conference on World Wide Web
, pp. 113-122
-
-
Althoff, T.1
Horvitz, E.2
White, R.W.3
Zeitzer, J.4
-
7
-
-
85025128546
-
Large-scale physical activity data reveal worldwide activity inequality
-
PID: 28693034
-
Althoff, T. et al. Large-scale physical activity data reveal worldwide activity inequality. Nature 547, 336 (2017)
-
(2017)
Nature
, vol.547
, pp. 336
-
-
Althoff, T.1
-
8
-
-
85008481900
-
Influence of pokémon go on physical activity: study and implications
-
PID: 27923778
-
Althoff, T., White, W. R. & Horvitz, E. Influence of pokémon go on physical activity: study and implications. J. Med. Internet Res. 18, e315 (2016)
-
(2016)
J. Med. Internet Res.
, vol.18
-
-
Althoff, T.1
White, W.R.2
Horvitz, E.3
-
9
-
-
84936755035
-
Associations between exposure to and expression of negative opinions about human papillomavirus vaccines on social media: an observational study
-
PID: 26063290
-
Dunn, G. A., Leask, J., Zhou, X., Mandl, D. K. & Coiera, E. Associations between exposure to and expression of negative opinions about human papillomavirus vaccines on social media: an observational study. J. Med. Internet Res. 17, e144 (2015)
-
(2015)
J. Med. Internet Res.
, vol.17
-
-
Dunn, G.A.1
Leask, J.2
Zhou, X.3
Mandl, D.K.4
Coiera, E.5
-
10
-
-
85038582257
-
Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States
-
PID: 29183967
-
Gebru, T. et al. Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States. Proc. Natl Acad. Sci. 114, 13108 (2017)
-
(2017)
Proc. Natl Acad. Sci.
, vol.114
, pp. 13108
-
-
Gebru, T.1
-
11
-
-
84922758277
-
Psychological language on twitter predicts county-level heart disease mortality
-
PID: 25605707
-
Eichstaedt, J. C. et al. Psychological language on twitter predicts county-level heart disease mortality. Psychol. Sci. 26, 159–169 (2015)
-
(2015)
Psychol. Sci.
, vol.26
, pp. 159-169
-
-
Eichstaedt, J.C.1
-
12
-
-
85018337913
-
Mapping information exposure on social media to explain differences in HPV vaccine coverage in the United States
-
PID: 28461067
-
Dunn, A. G. et al. Mapping information exposure on social media to explain differences in HPV vaccine coverage in the United States. Vaccine 35, 3033–3040 (2017)
-
(2017)
Vaccine
, vol.35
, pp. 3033-3040
-
-
Dunn, A.G.1
-
13
-
-
85050225241
-
Toward real-time infoveillance of twitter health messages
-
PID: 29927648
-
Colditz, J. B. et al. Toward real-time infoveillance of twitter health messages. Am. J. Public Health 108, 1009–1014 (2018)
-
(2018)
Am. J. Public Health
, vol.108
, pp. 1009-1014
-
-
Colditz, J.B.1
-
14
-
-
85045060226
-
Twitter and Facebook are not representative of the general population: political attitudes and demographics of British social media users
-
2053168017720008
-
Mellon, J. & Prosser, C. Twitter and Facebook are not representative of the general population: political attitudes and demographics of British social media users. Res. Polit. 4, 2053168017720008 (2017)
-
(2017)
Res. Polit.
, vol.4
-
-
Mellon, J.1
Prosser, C.2
-
16
-
-
84884804744
-
Why representativeness should be avoided
-
PID: 24062287
-
Rothman, K. J., Gallacher, J. E. J. & Hatch, E. E. Why representativeness should be avoided. Int. J. Epidemiol. 42, 1012–1014 (2013)
-
(2013)
Int. J. Epidemiol.
, vol.42
, pp. 1012-1014
-
-
Rothman, K.J.1
Gallacher, J.E.J.2
Hatch, E.E.3
-
17
-
-
84900027892
-
Predicting depression via social media
-
AAAI, Boston
-
De Choudhury, M., Gamon, M., Counts, S. & Horvitz, E. Predicting depression via social media. In 7th International Conference on Weblogs and Social Media Vol. 13, 1–10 (AAAI, Boston, 2013)
-
(2013)
7Th International Conference on Weblogs and Social Media
, vol.13
, pp. 1-10
-
-
de Choudhury, M.1
Gamon, M.2
Counts, S.3
Horvitz, E.4
-
18
-
-
84898982251
-
Characterizing and predicting postpartum depression from shared Facebook data
-
De Choudhury, M., Counts, S., Horvitz, E. J. & Hoff, A. Characterizing and predicting postpartum depression from shared Facebook data. In Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing 626–638, 10.1145/2531602.2531675 (2014)
-
(2014)
Proceedings of the 17Th ACM Conference on Computer Supported Cooperative Work & Social Computing
, pp. 626-638
-
-
de Choudhury, M.1
Counts, S.2
Horvitz, E.J.3
Hoff, A.4
-
19
-
-
84991058188
-
Discovering shifts to suicidal ideation from mental health content in social media
-
10.1145/2858036.2858207
-
De Choudhury, M., Kiciman, E., Dredze, M., Coppersmith, G. & Kumar, M. Discovering shifts to suicidal ideation from mental health content in social media. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems 2098–2110, 10.1145/2858036.2858207 (2016)
-
(2016)
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems
, pp. 2098-2110
-
-
de Choudhury, M.1
Kiciman, E.2
Dredze, M.3
Coppersmith, G.4
Kumar, M.5
-
20
-
-
84898841321
-
Mining facebook data for predictive personality modeling
-
Boston, MA, USA
-
Markovikj, D., Gievska, S., Kosinski, M. & Stillwell, D. Mining facebook data for predictive personality modeling. In Proceedings of the 7th international AAAI conference on Weblogs and Social Media, Boston, MA, USA 23–26 (2013)
-
(2013)
Proceedings of the 7Th International AAAI Conference on Weblogs and Social Media
, pp. 23-26
-
-
Markovikj, D.1
Gievska, S.2
Kosinski, M.3
Stillwell, D.4
-
21
-
-
85135598390
-
Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia
-
Torous, J. et al. Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia. npj Digit. Med. 1, 15 (2018)
-
(2018)
npj Digit. Med.
, vol.1
-
-
Torous, J.1
-
22
-
-
84879221729
-
Social networks, social media, and social diseases
-
PID: 23697672
-
Coiera, E. Social networks, social media, and social diseases. BMJ 346, f3007 (2013)
-
(2013)
BMJ
, vol.346
, pp. f3007
-
-
Coiera, E.1
-
23
-
-
85021779938
-
Developing and evaluating digital interventions to promote behavior change in health and health care: recommendations resulting from an international workshop
-
PID: 28663162
-
Michie, S., Yardley, L., West, R., Patrick, K. & Greaves, F. Developing and evaluating digital interventions to promote behavior change in health and health care: recommendations resulting from an international workshop. J. Med. Internet Res. 19, e232 (2017)
-
(2017)
J. Med. Internet Res.
, vol.19
-
-
Michie, S.1
Yardley, L.2
West, R.3
Patrick, K.4
Greaves, F.5
-
25
-
-
34547170053
-
The spread of obesity in a large social network over 32 years
-
PID: 17652652
-
Christakis, N. A. & Fowler, J. H. The spread of obesity in a large social network over 32 years. New Engl. J. Med. 357, 370–379 (2007)
-
(2007)
New Engl. J. Med.
, vol.357
, pp. 370-379
-
-
Christakis, N.A.1
Fowler, J.H.2
-
26
-
-
58149387739
-
Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the framingham heart study
-
PID: 19056788
-
Fowler, J. H. & Christakis, N. A. Dynamic spread of happiness in a large social network: longitudinal analysis over 20 years in the framingham heart study. BMJ 337, a2338 (2008)
-
(2008)
BMJ
, vol.337
, pp. a2338
-
-
Fowler, J.H.1
Christakis, N.A.2
-
27
-
-
44249122799
-
The collective dynamics of smoking in a large social network
-
PID: 18499567
-
Christakis, N. A. & Fowler, J. H. The collective dynamics of smoking in a large social network. New Engl. J. Med. 358, 2249–2258 (2008)
-
(2008)
New Engl. J. Med.
, vol.358
, pp. 2249-2258
-
-
Christakis, N.A.1
Fowler, J.H.2
-
28
-
-
84878287859
-
Social media and the science of health behavior
-
PID: 23716382
-
Centola, D. Social media and the science of health behavior. Circulation 127, 2135–2144 (2013)
-
(2013)
Circulation
, vol.127
, pp. 2135-2144
-
-
Centola, D.1
-
29
-
-
85019606182
-
Locally noisy autonomous agents improve global human coordination in network experiments
-
PID: 28516927
-
Shirado, H. & Christakis, N. A. Locally noisy autonomous agents improve global human coordination in network experiments. Nature 545, 370 (2017)
-
(2017)
Nature
, vol.545
, pp. 370
-
-
Shirado, H.1
Christakis, N.A.2
-
30
-
-
85029816920
-
Evidence of complex contagion of information in social media: an experiment using twitter bots
-
PID: 28937984
-
Mønsted, B., Sapieżyński, P., Ferrara, E. & Lehmann, S. Evidence of complex contagion of information in social media: an experiment using twitter bots. PLoS ONE 12, e0184148 (2017)
-
(2017)
PLoS ONE
, vol.12
-
-
Mønsted, B.1
Sapieżyński, P.2
Ferrara, E.3
Lehmann, S.4
-
31
-
-
85043256051
-
The spread of true and false news online
-
PID: 29590045
-
Vosoughi, S., Roy, D. & Aral, S. The spread of true and false news online. Science 359, 1146 (2018)
-
(2018)
Science
, vol.359
, pp. 1146
-
-
Vosoughi, S.1
Roy, D.2
Aral, S.3
-
32
-
-
85034416021
-
Limited individual attention and online virality of low-quality information
-
Qiu, X., Oliveira, F. M., Sahami Shirazi, D., Flammini A, A. & Menczer, F. Limited individual attention and online virality of low-quality information. Nat. Human. Behav. 1, 0132 (2017)
-
(2017)
Nat. Human. Behav.
, vol.1
, pp. 0132
-
-
Qiu, X.1
Oliveira, F.M.2
Sahami Shirazi, D.3
Flammini A, A.4
Menczer, F.5
-
33
-
-
84898753023
-
Effective messages in vaccine promotion: a randomized trial
-
PID: 24590751
-
Nyhan, B., Reifler, J., Richey, S. & Freed, G. L. Effective messages in vaccine promotion: a randomized trial. Pediatrics 133, e835 (2014)
-
(2014)
Pediatrics
, vol.133
-
-
Nyhan, B.1
Reifler, J.2
Richey, S.3
Freed, G.L.4
-
34
-
-
85044956835
-
Increasing vaccination: putting psychological science into action
-
PID: 29611455
-
Brewer, N. T., Chapman, G. B., Rothman, A. J., Leask, J. & Kempe, A. Increasing vaccination: putting psychological science into action. Psychol. Sci. Public Interest 18, 149–207 (2017)
-
(2017)
Psychol. Sci. Public Interest
, vol.18
, pp. 149-207
-
-
Brewer, N.T.1
Chapman, G.B.2
Rothman, A.J.3
Leask, J.4
Kempe, A.5
-
35
-
-
84892533699
-
Social media as information source: recency of updates and credibility of information
-
Westerman, D., Spence, P. R. & Van Der Heide, B. Social media as information source: recency of updates and credibility of information. J. Comput.-Mediat. Commun. 19, 171–183 (2014)
-
(2014)
J. Comput.-Mediat. Commun.
, vol.19
, pp. 171-183
-
-
Westerman, D.1
Spence, P.R.2
Van Der Heide, B.3
-
36
-
-
84978904036
-
Mnemonic convergence in social networks: the emergent properties of cognition at a collective level
-
PID: 27357678
-
Coman, A., Momennejad, I., Drach, R. D. & Geana, A. Mnemonic convergence in social networks: the emergent properties of cognition at a collective level. Proc. Natl Acad. Sci. 113, 8171 (2016)
-
(2016)
Proc. Natl Acad. Sci.
, vol.113
, pp. 8171
-
-
Coman, A.1
Momennejad, I.2
Drach, R.D.3
Geana, A.4
-
37
-
-
85057175630
-
Experimental evidence of massive scale emotional contagion through social networks
-
Editorial Expression of Concern.Experimental evidence of massive scale emotional contagion through social networks. Proc. Natl Acad. Sci. 111, 10779 (2014)
-
(2014)
Proc. Natl Acad. Sci.
, vol.111
, pp. 10779
-
-
-
39
-
-
84902602980
-
Experimental evidence of massive-scale emotional contagion through social networks
-
PID: 24889601
-
Kramer, A. D. I., Guillory, J. E. & Hancock, J. T. Experimental evidence of massive-scale emotional contagion through social networks. Proc. Natl Acad. Sci. 111, 8788 (2014)
-
(2014)
Proc. Natl Acad. Sci.
, vol.111
, pp. 8788
-
-
Kramer, A.D.I.1
Guillory, J.E.2
Hancock, J.T.3
-
40
-
-
85103681505
-
The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794,000 participants
-
Yom-Tov, E., Shembekar, J., Barclay, S. & Muennig, P. The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794,000 participants. npj Digit. Med. 1, 24 (2018)
-
(2018)
npj Digit. Med.
, vol.1
-
-
Yom-Tov, E.1
Shembekar, J.2
Barclay, S.3
Muennig, P.4
-
41
-
-
85029365797
-
The use of facebook in recruiting participants for health research purposes: a systematic review
-
PID: 28851679
-
Whitaker, C., Stevelink, S. & Fear, N. The use of facebook in recruiting participants for health research purposes: a systematic review. J. Med. Internet Res. 19, e290 (2017)
-
(2017)
J. Med. Internet Res.
, vol.19
-
-
Whitaker, C.1
Stevelink, S.2
Fear, N.3
-
42
-
-
84941048061
-
Facebook as a research tool for the social sciences: opportunities, challenges, ethical considerations, and practical guidelines
-
PID: 26348336
-
Kosinski, M., Matz, S. C., Gosling, S. D., Popov, V. & Stillwell, D. Facebook as a research tool for the social sciences: opportunities, challenges, ethical considerations, and practical guidelines. Am. Psychol. 70, 543–556 (2015)
-
(2015)
Am. Psychol.
, vol.70
, pp. 543-556
-
-
Kosinski, M.1
Matz, S.C.2
Gosling, S.D.3
Popov, V.4
Stillwell, D.5
|