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Volumn 21, Issue 11, 2019, Pages

Automatically appraising the credibility of vaccine-related web pages shared on social media: A twitter surveillance study

Author keywords

Credibility appraisal; Health misinformation; Machine learning; Social media

Indexed keywords

VACCINE;

EID: 85074544598     PISSN: None     EISSN: 14388871     Source Type: Journal    
DOI: 10.2196/14007     Document Type: Article
Times cited : (45)

References (58)
  • 2
    • 80052722917 scopus 로고    scopus 로고
    • Limiting the spread of misinformation in social networks
    • WWW'11; March 28-April 1, 2011; Hyderabad, India
    • Budak C, Agrawal D, El AA. Limiting the Spread of Misinformation in Social Networks. In: Proceedings of the 20th International Conference on World Wide Web. 2011 Presented at: WWW'11; March 28-April 1, 2011; Hyderabad, India p. 665-674. [doi: 10.1145/1963405.1963499]
    • (2011) Proceedings of the 20th International Conference on World Wide Web , pp. 665-674
    • Budak, C.1    Agrawal, D.2    El, A.A.3
  • 4
    • 84968546956 scopus 로고    scopus 로고
    • Fact-checking effect on viral hoaxes: A model of misinformation spread in social networks
    • WWW'15; May 18-22, 2015; Florence, Italy
    • Tambuscio M, Ruffo G, Flammini A, Menczer F. Fact-Checking Effect on Viral Hoaxes: A Model of Misinformation Spread in Social Networks. In: Proceedings of the 24th International Conference on World Wide Web. 2015 Presented at: WWW'15; May 18-22, 2015; Florence, Italy p. 977-982. [doi: 10.1145/2740908.2742572]
    • (2015) Proceedings of the 24th International Conference on World Wide Web , pp. 977-982
    • Tambuscio, M.1    Ruffo, G.2    Flammini, A.3    Menczer, F.4
  • 5
    • 85039995356 scopus 로고    scopus 로고
    • Disinformation on the web: Impact, characteristics, and detection of Wikipedia hoaxes
    • WWW 16; April 11-15, 2016; Montreal, Canada
    • Kumar S, West R, Leskovec J. Disinformation on the Web: Impact, Characteristics, and Detection of Wikipedia Hoaxes. In: Proceedings of the 25th International Conference on World Wide Web. 2016 Presented at: WWW '16; April 11-15, 2016; Montreal, Canada p. 591-602. [doi: 10.1145/2872427.2883085]
    • (2016) Proceedings of the 25th International Conference on World Wide Web , pp. 591-602
    • Kumar, S.1    West, R.2    Leskovec, J.3
  • 6
    • 85043256051 scopus 로고    scopus 로고
    • The spread of true and false news online
    • Mar 9; Medline: 29590045
    • Vosoughi S, Roy D, Aral S. The spread of true and false news online. Science 2018 Mar 9;359(6380):1146-1151. [doi: 10.1126/science.aap9559] [Medline: 29590045]
    • (2018) Science , vol.359 , Issue.6380 , pp. 1146-1151
    • Vosoughi, S.1    Roy, D.2    Aral, S.3
  • 7
    • 85060549676 scopus 로고    scopus 로고
    • Fake news on Twitter during the 2016 US presidential election
    • Jan 25; Medline: 30679368
    • Grinberg N, Joseph K, Friedland L, Swire-Thompson B, Lazer D. Fake news on Twitter during the 2016 US presidential election. Science 2019 Jan 25;363(6425):374-378. [doi: 10.1126/science.aau2706] [Medline: 30679368]
    • (2019) Science , vol.363 , Issue.6425 , pp. 374-378
    • Grinberg, N.1    Joseph, K.2    Friedland, L.3    Swire-Thompson, B.4    Lazer, D.5
  • 8
    • 84955265301 scopus 로고    scopus 로고
    • The spreading of misinformation online
    • Jan 19; FREE Full text doi: Medline: 26729863
    • del Vicario M, Bessi A, Zollo F, Petroni F, Scala A, Caldarelli G, et al. The spreading of misinformation online. Proc Natl Acad Sci U S A 2016 Jan 19;113(3):554-559 [FREE Full text] [doi: 10.1073/pnas.1517441113] [Medline: 26729863]
    • (2016) Proc Natl Acad Sci U S A , vol.113 , Issue.3 , pp. 554-559
    • Del Vicario, M.1    Bessi, A.2    Zollo, F.3    Petroni, F.4    Scala, A.5    Caldarelli, G.6
  • 9
    • 69549105808 scopus 로고    scopus 로고
    • Healthcare non-adherence decisions and internet health information
    • Nov
    • Weaver JB, Thompson NJ, Weaver SS, Hopkins GL. Healthcare non-adherence decisions and internet health information. Comput Hum Behav 2009 Nov;25(6):1373-1380. [doi: 10.1016/j.chb.2009.05.011]
    • (2009) Comput Hum Behav , vol.25 , Issue.6 , pp. 1373-1380
    • Weaver, J.B.1    Thompson, N.J.2    Weaver, S.S.3    Hopkins, G.L.4
  • 10
    • 84867886656 scopus 로고    scopus 로고
    • Misinformation and its correction: Continued influence and successful debiasing
    • Dec; Medline: 26173286
    • Lewandowsky S, Ecker UK, Seifert CM, Schwarz N, Cook J. Misinformation and its correction: continued influence and successful debiasing. Psychol Sci Public Interest 2012 Dec;13(3):106-131. [doi: 10.1177/1529100612451018] [Medline: 26173286]
    • (2012) Psychol Sci Public Interest , vol.13 , Issue.3 , pp. 106-131
    • Lewandowsky, S.1    Ecker, U.K.2    Seifert, C.M.3    Schwarz, N.4    Cook, J.5
  • 11
    • 3242790975 scopus 로고    scopus 로고
    • A review of features in internet consumer health decision-support tools
    • FREE Full text doi: Medline: 12554558
    • Schwitzer G. A review of features in internet consumer health decision-support tools. J Med Internet Res 2002;4(2):E11 [FREE Full text] [doi: 10.2196/jmir.4.2.e11] [Medline: 12554558]
    • (2002) J Med Internet Res , vol.4 , Issue.2 , pp. E11
    • Schwitzer, G.1
  • 12
    • 0037045898 scopus 로고    scopus 로고
    • How do consumers search for and appraise health information on the world wide web? Qualitative study using focus groups, usability tests, and in-depth interviews
    • Mar 9; FREE Full text doi: Medline: 11884321
    • Eysenbach G, Köhler C. How do consumers search for and appraise health information on the world wide web? Qualitative study using focus groups, usability tests, and in-depth interviews. Br Med J 2002 Mar 9;324(7337):573-577 [FREE Full text] [doi: 10.1136/bmj.324.7337.573] [Medline: 11884321]
    • (2002) Br Med J , vol.324 , Issue.7337 , pp. 573-577
    • Eysenbach, G.1    Köhler, C.2
  • 13
    • 84925766516 scopus 로고    scopus 로고
    • Reuters Institute for the Study of Journalism, University of OxfordURL: accessed 2019-06-29
    • Reuters Institute Digital News Report. 2019. Reuters Institute for the Study of Journalism, University of OxfordURL: http://www.digitalnewsreport.org/ [accessed 2019-06-29]
    • (2019) Reuters Institute Digital News Report
  • 14
    • 85067197077 scopus 로고    scopus 로고
    • The association between quality measures of medical university press releases and their corresponding news stories-important information missing
    • FREE Full text doi: Medline: 31188838
    • Winters M, Larsson A, Kowalski J, Sundberg CJ. The association between quality measures of medical university press releases and their corresponding news stories-important information missing. PLoS One 2019;14(6):e0217295 [FREE Full text] [doi: 10.1371/journal.pone.0217295] [Medline: 31188838]
    • (2019) PLoS One , vol.14 , Issue.6
    • Winters, M.1    Larsson, A.2    Kowalski, J.3    Sundberg, C.J.4
  • 15
    • 84866639664 scopus 로고    scopus 로고
    • Misrepresentation of randomized controlled trials in press releases and news coverage: A cohort study
    • FREE Full text doi: Medline: 22984354
    • Yavchitz A, Boutron I, Bafeta A, Marroun I, Charles P, Mantz J, et al. Misrepresentation of randomized controlled trials in press releases and news coverage: a cohort study. PLoS Med 2012;9(9):e1001308 [FREE Full text] [doi: 10.1371/journal.pmed.1001308] [Medline: 22984354]
    • (2012) PLoS Med , vol.9 , Issue.9
    • Yavchitz, A.1    Boutron, I.2    Bafeta, A.3    Marroun, I.4    Charles, P.5    Mantz, J.6
  • 16
    • 85055106545 scopus 로고    scopus 로고
    • Factors associated with online media attention to research: A cohort study of articles evaluating cancer treatments
    • FREE Full text doi: Medline: 29451556
    • Haneef R, Ravaud P, Baron G, Ghosn L, Boutron I. Factors associated with online media attention to research: a cohort study of articles evaluating cancer treatments. Res Integr Peer Rev 2017;2:9 [FREE Full text] [doi: 10.1186/s41073-017-0033-z] [Medline: 29451556]
    • (2017) Res Integr Peer Rev , vol.2 , pp. 9
    • Haneef, R.1    Ravaud, P.2    Baron, G.3    Ghosn, L.4    Boutron, I.5
  • 17
    • 84915748277 scopus 로고    scopus 로고
    • The association between exaggeration in health related science news and academic press releases: Retrospective observational study
    • Dec 9; FREE Full text doi: Medline: 25498121
    • Sumner P, Vivian-Griffiths S, Boivin J, Williams A, Venetis CA, Davies A, et al. The association between exaggeration in health related science news and academic press releases: retrospective observational study. Br Med J 2014 Dec 9;349:g7015 [FREE Full text] [doi: 10.1136/bmj.g7015] [Medline: 25498121]
    • (2014) Br Med J , vol.349 , pp. g7015
    • Sumner, P.1    Vivian-Griffiths, S.2    Boivin, J.3    Williams, A.4    Venetis, C.A.5    Davies, A.6
  • 18
    • 85041049443 scopus 로고    scopus 로고
    • Prevalence of disclosed conflicts of interest in biomedical research and associations with journal impact factors and altmetric scores
    • Jan 23; FREE Full text doi: Medline: 29362787
    • Grundy Q, Dunn AG, Bourgeois FT, Coiera E, Bero L. Prevalence of disclosed conflicts of interest in biomedical research and associations with journal impact factors and altmetric scores. J Am Med Assoc 2018 Jan 23;319(4):408-409 [FREE Full text] [doi: 10.1001/jama.2017.20738] [Medline: 29362787]
    • (2018) J Am Med Assoc , vol.319 , Issue.4 , pp. 408-409
    • Grundy, Q.1    Dunn, A.G.2    Bourgeois, F.T.3    Coiera, E.4    Bero, L.5
  • 19
    • 11144224534 scopus 로고    scopus 로고
    • Instruments to assess the quality of health information on the World Wide Web: What can our patients actually use?
    • Jan; Medline: 15626632
    • Bernstam EV, Shelton DM, Walji M, Meric-Bernstam F. Instruments to assess the quality of health information on the World Wide Web: what can our patients actually use? Int J Med Inform 2005 Jan;74(1):13-19. [doi: 10.1016/j.ijmedinf.2004.10.001] [Medline: 15626632]
    • (2005) Int J Med Inform , vol.74 , Issue.1 , pp. 13-19
    • Bernstam, E.V.1    Shelton, D.M.2    Walji, M.3    Meric-Bernstam, F.4
  • 20
    • 85075279295 scopus 로고    scopus 로고
    • Meeting the challenges of reporting on public health in the new media landscape
    • FREE Full text
    • Steffens M, Dunn A, Leask J. Meeting the challenges of reporting on public health in the new media landscape. Aust J Rev 2017;39(2):119-132 [FREE Full text]
    • (2017) Aust J Rev , vol.39 , Issue.2 , pp. 119-132
    • Steffens, M.1    Dunn, A.2    Leask, J.3
  • 21
    • 0032895933 scopus 로고    scopus 로고
    • Discern: An instrument for judging the quality of written consumer health information on treatment choices
    • Feb; FREE Full text doi: Medline: 10396471
    • Charnock D, Shepperd S, Needham G, Gann R. DISCERN: an instrument for judging the quality of written consumer health information on treatment choices. J Epidemiol Community Health 1999 Feb;53(2):105-111 [FREE Full text] [doi: 10.1136/jech.53.2.105] [Medline: 10396471]
    • (1999) J Epidemiol Community Health , vol.53 , Issue.2 , pp. 105-111
    • Charnock, D.1    Shepperd, S.2    Needham, G.3    Gann, R.4
  • 22
    • 85018484574 scopus 로고    scopus 로고
    • The development and validation of an instrument to measure the quality of health research reports in the lay media
    • Apr 20; FREE Full text doi: Medline: 28427426
    • Zeraatkar D, Obeda M, Ginsberg JS, Hirsh J. The development and validation of an instrument to measure the quality of health research reports in the lay media. BMC Public Health 2017 Apr 20;17(1):343 [FREE Full text] [doi: 10.1186/s12889-017-4259-y] [Medline: 28427426]
    • (2017) BMC Public Health , vol.17 , Issue.1 , pp. 343
    • Zeraatkar, D.1    Obeda, M.2    Ginsberg, J.S.3    Hirsh, J.4
  • 23
    • 85076167350 scopus 로고    scopus 로고
    • accessed 2019-06-29
    • HealthNewsReview. Our Review Criteria URL: https://www.healthnewsreview.org/about-us/review-criteria/ [accessed 2019-06-29]
    • Our Review Criteria
  • 24
    • 85055078293 scopus 로고    scopus 로고
    • The biggest pandemic risk? Viral misinformation
    • Oct; Medline: 30327527
    • Larson H. The biggest pandemic risk? Viral misinformation. Nature 2018 Oct;562(7727):309. [doi: 10.1038/d41586-018-07034-4] [Medline: 30327527]
    • (2018) Nature , vol.562 , Issue.7727 , pp. 309
    • Larson, H.1
  • 26
    • 84963760169 scopus 로고    scopus 로고
    • Enquiring minds: Early detection of rumors in social media from enquiry posts
    • WWW'15; May 18-22, 2015; Florence, Italy
    • Zhao Z, Resnick P, Mei Q. Enquiring Minds: Early Detection of Rumors in Social Media from Enquiry Posts. In: Proceedings of the 24th International Conference on World Wide Web. 2015 Presented at: WWW'15; May 18-22, 2015; Florence, Italy p. 1395-1405. [doi: 10.1145/2736277.2741637]
    • (2015) Proceedings of the 24th International Conference on World Wide Web , pp. 1395-1405
    • Zhao, Z.1    Resnick, P.2    Mei, Q.3
  • 27
    • 85026522971 scopus 로고    scopus 로고
    • Rumor gauge: Predicting the veracity of rumors on Twitter
    • Aug 21
    • Vosoughi S, Mohsenvand M, Roy D. Rumor gauge: predicting the veracity of rumors on Twitter. ACM Trans Knowl Discov Data 2017 Aug 21;11(4):1-36. [doi: 10.1145/3070644]
    • (2017) ACM Trans Knowl Discov Data , vol.11 , Issue.4 , pp. 1-36
    • Vosoughi, S.1    Mohsenvand, M.2    Roy, D.3
  • 30
    • 85053845842 scopus 로고    scopus 로고
    • Weaponized health communication: Twitter bots and Russian trolls amplify the vaccine debate
    • Oct; Medline: 30138075
    • Broniatowski DA, Jamison AM, Qi S, AlKulaib L, Chen T, Benton A, et al. Weaponized health communication: Twitter bots and Russian trolls amplify the vaccine debate. Am J Public Health 2018 Oct;108(10):1378-1384. [doi: 10.2105/AJPH.2018.304567] [Medline: 30138075]
    • (2018) Am J Public Health , vol.108 , Issue.10 , pp. 1378-1384
    • Broniatowski, D.A.1    Jamison, A.M.2    Qi, S.3    AlKulaib, L.4    Chen, T.5    Benton, A.6
  • 31
    • 84961128491 scopus 로고    scopus 로고
    • Understanding vaccine refusal: Why we need social media now
    • Apr; FREE Full text doi: Medline: 26655067
    • Dredze M, Broniatowski DA, Smith MC, Hilyard KM. Understanding vaccine refusal: why we need social media now. Am J Prev Med 2016 Apr;50(4):550-552 [FREE Full text] [doi: 10.1016/j.amepre.2015.10.002] [Medline: 26655067]
    • (2016) Am J Prev Med , vol.50 , Issue.4 , pp. 550-552
    • Dredze, M.1    Broniatowski, D.A.2    Smith, M.C.3    Hilyard, K.M.4
  • 32
    • 80055065085 scopus 로고    scopus 로고
    • Assessing vaccination sentiments with online social media: Implications for infectious disease dynamics and control
    • Oct; FREE Full text doi: Medline: 22022249
    • Salathé M, Khandelwal S. Assessing vaccination sentiments with online social media: implications for infectious disease dynamics and control. PLoS Comput Biol 2011 Oct;7(10):e1002199 [FREE Full text] [doi: 10.1371/journal.pcbi.1002199] [Medline: 22022249]
    • (2011) PLoS Comput Biol , vol.7 , Issue.10
    • Salathé, M.1    Khandelwal, S.2
  • 33
    • 85052012924 scopus 로고    scopus 로고
    • Public perception analysis of tweets during the 2015 measles outbreak: Comparative study using convolutional neural network models
    • Jul 9; FREE Full text doi: Medline: 29986843
    • Du J, Tang L, Xiang Y, Zhi D, Xu J, Song H, et al. Public perception analysis of tweets during the 2015 measles outbreak: comparative study using convolutional neural network models. J Med Internet Res 2018 Jul 9;20(7):e236 [FREE Full text] [doi: 10.2196/jmir.9413] [Medline: 29986843]
    • (2018) J Med Internet Res , vol.20 , Issue.7 , pp. e236
    • Du, J.1    Tang, L.2    Xiang, Y.3    Zhi, D.4    Xu, J.5    Song, H.6
  • 34
    • 78649725192 scopus 로고    scopus 로고
    • Pandemics in the age of Twitter: Content analysis of tweets during the 2009 H1N1 outbreak
    • Nov 29; FREE Full text doi: Medline: 21124761
    • Chew C, Eysenbach G. Pandemics in the age of Twitter: content analysis of tweets during the 2009 H1N1 outbreak. PLoS One 2010 Nov 29;5(11):e14118 [FREE Full text] [doi: 10.1371/journal.pone.0014118] [Medline: 21124761]
    • (2010) PLoS One , vol.5 , Issue.11
    • Chew, C.1    Eysenbach, G.2
  • 35
    • 84936755035 scopus 로고    scopus 로고
    • Associations between exposure to and expression of negative opinions about human papillomavirus vaccines on social media: An observational study
    • Jun 10; FREE Full text doi: Medline: 26063290
    • Dunn AG, Leask J, Zhou X, Mandl KD, 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 2015 Jun 10;17(6):e144 [FREE Full text] [doi: 10.2196/jmir.4343] [Medline: 26063290]
    • (2015) J Med Internet Res , vol.17 , Issue.6 , pp. e144
    • Dunn, A.G.1    Leask, J.2    Zhou, X.3    Mandl, K.D.4    Coiera, E.5
  • 36
    • 85018337913 scopus 로고    scopus 로고
    • Mapping information exposure on social media to explain differences in HPV vaccine coverage in the United States
    • May 25; FREE Full text doi: Medline: 28461067
    • Dunn AG, Surian D, Leask J, Dey A, Mandl KD, Coiera E. Mapping information exposure on social media to explain differences in HPV vaccine coverage in the United States. Vaccine 2017 May 25;35(23):3033-3040 [FREE Full text] [doi: 10.1016/j.vaccine.2017.04.060] [Medline: 28461067]
    • (2017) Vaccine , vol.35 , Issue.23 , pp. 3033-3040
    • Dunn, A.G.1    Surian, D.2    Leask, J.3    Dey, A.4    Mandl, K.D.5    Coiera, E.6
  • 37
    • 84989908186 scopus 로고    scopus 로고
    • Characterizing Twitter discussions about HPV vaccines using topic modeling and community detection
    • Aug 29; FREE Full text doi: Medline: 27573910
    • Surian D, Nguyen DQ, Kennedy G, Johnson M, Coiera E, Dunn AG. Characterizing Twitter discussions about HPV vaccines using topic modeling and community detection. J Med Internet Res 2016 Aug 29;18(8):e232 [FREE Full text] [doi: 10.2196/jmir.6045] [Medline: 27573910]
    • (2016) J Med Internet Res , vol.18 , Issue.8 , pp. e232
    • Surian, D.1    Nguyen, D.Q.2    Kennedy, G.3    Johnson, M.4    Coiera, E.5    Dunn, A.G.6
  • 38
    • 85135598435 scopus 로고    scopus 로고
    • Leveraging deep learning to understand health beliefs about the Human Papillomavirus Vaccine from social media
    • FREE Full text doi: Medline: 31304374
    • Du J, Cunningham RM, Xiang Y, Li F, Jia Y, Boom JA, et al. Leveraging deep learning to understand health beliefs about the Human Papillomavirus Vaccine from social media. NPJ Digit Med 2019;2:27 [FREE Full text] [doi: 10.1038/s41746-019-0102-4] [Medline: 31304374]
    • (2019) NPJ Digit Med , vol.2 , pp. 27
    • Du, J.1    Cunningham, R.M.2    Xiang, Y.3    Li, F.4    Jia, Y.5    Boom, J.A.6
  • 40
    • 85089606228 scopus 로고    scopus 로고
    • Social media interventions for precision public health: Promises and risks
    • FREE Full text doi: Medline: 30854472
    • Dunn AG, Mandl KD, Coiera E. Social media interventions for precision public health: promises and risks. NPJ Digit Med 2018;1:47 [FREE Full text] [doi: 10.1038/s41746-018-0054-0] [Medline: 30854472]
    • (2018) NPJ Digit Med , vol.1 , pp. 47
    • Dunn, A.G.1    Mandl, K.D.2    Coiera, E.3
  • 41
    • 85050225241 scopus 로고    scopus 로고
    • Toward real-time infoveillance of Twitter health messages
    • Aug; Medline: 29927648
    • Colditz JB, Chu K, Emery SL, Larkin CR, James AE, Welling J, et al. Toward real-time infoveillance of Twitter health messages. Am J Public Health 2018 Aug;108(8):1009-1014. [doi: 10.2105/AJPH.2018.304497] [Medline: 29927648]
    • (2018) Am J Public Health , vol.108 , Issue.8 , pp. 1009-1014
    • Colditz, J.B.1    Chu, K.2    Emery, S.L.3    Larkin, C.R.4    James, A.E.5    Welling, J.6
  • 42
    • 0032576384 scopus 로고    scopus 로고
    • Information epidemics, economics, and immunity on the internet. We still know so little about the effect of information on public health
    • Nov 28; FREE Full text doi: Medline: 9831570
    • Coiera E. Information epidemics, economics, and immunity on the internet. We still know so little about the effect of information on public health. Br Med J 1998 Nov 28;317(7171):1469-1470 [FREE Full text] [doi: 10.1136/bmj.317.7171.1469] [Medline: 9831570]
    • (1998) Br Med J , vol.317 , Issue.7171 , pp. 1469-1470
    • Coiera, E.1
  • 43
    • 85076130714 scopus 로고    scopus 로고
    • accessed 2019-06-29
    • Google Code. 2018. Language Detection URL: https://code.google.com/p/language-detection/ [accessed 2019-06-29]
    • (2018) Language Detection
  • 44
    • 84860810527 scopus 로고    scopus 로고
    • Third EditionURL: accessed 2019-06-29
    • Centers for Disease Control and Prevention. 2009. Simply Put; A Guide for Creating Easy-to-understand Materials. Third EditionURL: https://stacks.cdc.gov/view/cdc/11938 [accessed 2019-06-29]
    • (2009) Simply Put; A Guide for Creating Easy-to-Understand Materials
  • 45
    • 0034213577 scopus 로고    scopus 로고
    • Coverage by the news media of the benefits and risks of medications
    • Jun 1; Medline: 10833211
    • Moynihan R, Bero L, Ross-Degnan D, Henry D, Lee K, Watkins J, et al. Coverage by the news media of the benefits and risks of medications. N Engl J Med 2000 Jun 1;342(22):1645-1650. [doi: 10.1056/NEJM200006013422206] [Medline: 10833211]
    • (2000) N Engl J Med , vol.342 , Issue.22 , pp. 1645-1650
    • Moynihan, R.1    Bero, L.2    Ross-Degnan, D.3    Henry, D.4    Lee, K.5    Watkins, J.6
  • 47
    • 33746475872 scopus 로고    scopus 로고
    • accessed 2019-06-29
    • Wiggers J. The University of Newcastle. Media Doctor URL: https://www.newcastle.edu.au/research-and-innovation/centre/chb/research/media-doctor [accessed 2019-06-29]
    • Media Doctor
    • Wiggers, J.1
  • 51
    • 85014769852 scopus 로고    scopus 로고
    • A parsimonious language model of social media credibility across disparate events
    • CSCW'17; February 25-March 1, 2017; Portland, United States
    • Mitra T, Wright G, Gilbert E. A Parsimonious Language Model of Social Media Credibility Across Disparate Events. In: Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. 2017 Presented at: CSCW'17; February 25-March 1, 2017; Portland, United States p. 126-145. [doi: 10.1145/2998181.2998351]
    • (2017) Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing , pp. 126-145
    • Mitra, T.1    Wright, G.2    Gilbert, E.3
  • 52
    • 85029469486 scopus 로고    scopus 로고
    • Geographic and demographic correlates of autism-related anti-vaccine beliefs on Twitter, 2009-15
    • Oct; FREE Full text doi: Medline: 28926775
    • Tomeny TS, Vargo CJ, El-Toukhy S. Geographic and demographic correlates of autism-related anti-vaccine beliefs on Twitter, 2009-15. Soc Sci Med 2017 Oct;191:168-175 [FREE Full text] [doi: 10.1016/j.socscimed.2017.08.041] [Medline: 28926775]
    • (2017) Soc Sci Med , vol.191 , pp. 168-175
    • Tomeny, T.S.1    Vargo, C.J.2    El-Toukhy, S.3
  • 53
    • 85031506301 scopus 로고    scopus 로고
    • Using expert sources to correct health misinformation in social media
    • Sep 14
    • Vraga EK, Bode L. Using expert sources to correct health misinformation in social media. J Sci Commun 2017 Sep 14;39(5):621-645. [doi: 10.1177/1075547017731776]
    • (2017) J Sci Commun , vol.39 , Issue.5 , pp. 621-645
    • Vraga, E.K.1    Bode, L.2
  • 54
    • 85020489981 scopus 로고    scopus 로고
    • See something, say something: Correction of global health misinformation on social media
    • Sep; Medline: 28622038
    • Bode L, Vraga EK. See something, say something: correction of global health misinformation on social media. Health Commun 2018 Sep;33(9):1131-1140. [doi: 10.1080/10410236.2017.1331312] [Medline: 28622038]
    • (2018) Health Commun , vol.33 , Issue.9 , pp. 1131-1140
    • Bode, L.1    Vraga, E.K.2
  • 55
    • 85053713255 scopus 로고    scopus 로고
    • Prior exposure increases perceived accuracy of fake news
    • Dec; Medline: 30247057
    • Pennycook G, Cannon TD, Rand DG. Prior exposure increases perceived accuracy of fake news. J Exp Psychol Gen 2018 Dec;147(12):1865-1880. [doi: 10.1037/xge0000465] [Medline: 30247057]
    • (2018) J Exp Psychol Gen , vol.147 , Issue.12 , pp. 1865-1880
    • Pennycook, G.1    Cannon, T.D.2    Rand, D.G.3
  • 56
    • 84861520371 scopus 로고    scopus 로고
    • When vaccines go viral: An analysis of HPV vaccine coverage on YouTube
    • Medline: 22029723
    • Briones R, Nan X, Madden K, Waks L. When vaccines go viral: an analysis of HPV vaccine coverage on YouTube. Health Commun 2012;27(5):478-485. [doi: 10.1080/10410236.2011.610258] [Medline: 22029723]
    • (2012) Health Commun , vol.27 , Issue.5 , pp. 478-485
    • Briones, R.1    Nan, X.2    Madden, K.3    Waks, L.4
  • 58
    • 84924485044 scopus 로고    scopus 로고
    • Greater freedom of speech on web 2.0 correlates with dominance of views linking vaccines to autism
    • Mar 17; Medline: 25665960
    • Venkatraman A, Garg N, Kumar N. Greater freedom of speech on web 2.0 correlates with dominance of views linking vaccines to autism. Vaccine 2015 Mar 17;33(12):1422-1425. [doi: 10.1016/j.vaccine.2015.01.078] [Medline: 25665960]
    • (2015) Vaccine , vol.33 , Issue.12 , pp. 1422-1425
    • Venkatraman, A.1    Garg, N.2    Kumar, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.