{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T13:19:00Z","timestamp":1762867140637,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319602394"},{"type":"electronic","value":"9783319602400"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-60240-0_14","type":"book-chapter","created":{"date-parts":[[2017,6,14]],"date-time":"2017-06-14T08:43:49Z","timestamp":1497429829000},"page":"114-119","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["From Cyber Space Opinion Leaders and the Diffusion of Anti-vaccine Extremism to Physical Space Disease Outbreaks"],"prefix":"10.1007","author":[{"given":"Xiaoyi","family":"Yuan","sequence":"first","affiliation":[]},{"given":"Andrew","family":"Crooks","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,15]]},"reference":[{"key":"14_CR1","doi-asserted-by":"publisher","first-page":"446","DOI":"10.1177\/1359105309353647","volume":"15","author":"C Betsch","year":"2010","unstructured":"Betsch, C., Renkewitz, F., Betsch, T., Ulsh\u00f6fer, C.: The influence of vaccine-critical websites on perceiving vaccination risks. J Health Psychol. 15, 446\u2013455 (2010)","journal-title":"J Health Psychol."},{"key":"14_CR2","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1016\/j.compenvurbsys.2014.11.002","volume":"53","author":"A Croitoru","year":"2015","unstructured":"Croitoru, A., Wayant, N., Crooks, A., Radzikowski, J., Stefanidis, A.: Linking cyber and physical spaces through community detection and clustering in social media feeds. Comput. Environ. Urban Syst. 53, 47\u201364 (2015). doi:10.1016\/j.compenvurbsys.2014.11.002","journal-title":"Comput. Environ. Urban Syst."},{"key":"14_CR3","unstructured":"DiResta, R., Lotan, G.: Anti-Vaxxers are using Twitter to manipulate a vaccine bill. https:\/\/www.wired.com\/2015\/06\/antivaxxers-influencing-legislation\/"},{"key":"14_CR4","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1093\/clinids\/5.3.463","volume":"5","author":"JP Fox","year":"1983","unstructured":"Fox, J.P.: Herd immunity and measles. Clin. Infect. Dis. 5, 463\u2013466 (1983)","journal-title":"Clin. Infect. Dis."},{"key":"14_CR5","doi-asserted-by":"publisher","first-page":"2760","DOI":"10.1016\/j.ecolmodel.2010.08.019","volume":"221","author":"V Grimm","year":"2010","unstructured":"Grimm, V., Berger, U., DeAngelis, D.L., Polhill, J.G., Giske, J., Railsback, S.F.: The ODD protocol: a review and first update. Ecol. Model. 221, 2760\u20132768 (2010)","journal-title":"Ecol. Model."},{"key":"14_CR6","doi-asserted-by":"publisher","first-page":"3778","DOI":"10.1016\/j.vaccine.2011.11.112","volume":"30","author":"A Kata","year":"2012","unstructured":"Kata, A.: Anti-vaccine activists, Web 2.0, and the postmodern paradigm \u2013 an overview of tactics and tropes used online by the anti-vaccination movement. Vaccine 30, 3778\u20133789 (2012)","journal-title":"Vaccine"},{"key":"14_CR7","doi-asserted-by":"publisher","first-page":"280","DOI":"10.1542\/peds.2014-2715","volume":"135","author":"TA Lieu","year":"2015","unstructured":"Lieu, T.A., Ray, G.T., Klein, N.P., Chung, C., Kulldorff, M.: Geographic clusters in underimmunization and vaccine refusal. Pediatrics 135, 280\u2013289 (2015)","journal-title":"Pediatrics"},{"key":"14_CR8","doi-asserted-by":"publisher","first-page":"1048","DOI":"10.1016\/S0264-410X(02)00627-8","volume":"21","author":"T May","year":"2003","unstructured":"May, T., Silverman, R.D.: \u201cClustering of exemptions\u201d as a collective action threat to herd immunity. Vaccine 21, 1048\u20131051 (2003)","journal-title":"Vaccine"},{"key":"14_CR9","doi-asserted-by":"publisher","first-page":"1505","DOI":"10.1098\/rsif.2008.0271","volume":"5","author":"M Salath\u00e9","year":"2008","unstructured":"Salath\u00e9, M., Bonhoeffer, S.: The effect of opinion clustering on disease outbreaks. J. R. Soc. Interface 5, 1505\u20131508 (2008)","journal-title":"J. R. Soc. Interface"},{"key":"14_CR10","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1177\/0049124111404820","volume":"40","author":"CR Shalizi","year":"2011","unstructured":"Shalizi, C.R., Thomas, A.C.: Homophily and contagion are generically confounded in observational social network studies. Sociol. Methods Res. 40, 211\u2013239 (2011)","journal-title":"Sociol. Methods Res."},{"key":"14_CR11","unstructured":"Tinati, R., Carr, L., Hall, W., Bentwood, J.: Scale free: Twitter\u2019s retweet network structure (2012)"},{"key":"14_CR12","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1111\/j.1540-5885.2011.00791.x","volume":"28","author":"PS Van Eck","year":"2011","unstructured":"Van Eck, P.S., Jager, W., Leeflang, P.S.H.: Opinion leaders\u2019 role in innovation diffusion: a simulation study. J. Prod. Innov. Manag. 28, 187\u2013203 (2011)","journal-title":"J. Prod. Innov. Manag."},{"key":"14_CR13","doi-asserted-by":"publisher","first-page":"e62","DOI":"10.2105\/AJPH.2014.302190","volume":"104","author":"E Wang","year":"2014","unstructured":"Wang, E., Clymer, J., Davis-Hayes, C., Buttenheim, A.: Nonmedical exemptions from school immunization requirements: a systematic review. Am. J. Public Health 104, e62\u2013e84 (2014)","journal-title":"Am. J. Public Health"},{"key":"14_CR14","doi-asserted-by":"publisher","first-page":"3734","DOI":"10.1016\/j.vaccine.2011.12.039","volume":"30","author":"HO Witteman","year":"2012","unstructured":"Witteman, H.O., Zikmund-Fisher, B.J.: The defining characteristics of Web 2.0 and their potential influence in the online vaccination debate. Vaccine 30, 3734\u20133740 (2012)","journal-title":"Vaccine"}],"container-title":["Lecture Notes in Computer Science","Social, Cultural, and Behavioral Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-60240-0_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T20:03:44Z","timestamp":1710360224000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-60240-0_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319602394","9783319602400"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-60240-0_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"15 June 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SBP-BRiMS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Social Computing, Behavioral-Cultural Modeling and  Prediction and Behavior Representation in Modeling and Simulation","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Washington","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 July 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 July 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sbp2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/sbp-brims.org\/2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}