{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T07:39:26Z","timestamp":1743061166839,"version":"3.40.3"},"publisher-location":"Cham","reference-count":45,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031211263"},{"type":"electronic","value":"9783031211270"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-21127-0_9","type":"book-chapter","created":{"date-parts":[[2023,1,3]],"date-time":"2023-01-03T19:38:43Z","timestamp":1672774723000},"page":"98-107","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["The Effects of\u00a0Message Sorting in\u00a0the\u00a0Diffusion of\u00a0Information in\u00a0Online Social Media"],"prefix":"10.1007","author":[{"given":"Diego F. M.","family":"Oliveira","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kevin S.","family":"Chan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter J.","family":"Mucha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,1,4]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Dawkins, R.: The Selfish Gene, no.\u00a0199. Oxford University Press (2006)","key":"9_CR1","DOI":"10.1093\/oso\/9780199291168.003.0005"},{"doi-asserted-by":"crossref","unstructured":"Dunbar, R.: The social brain hypothesis. Brain 9(10), 178\u2013190 (1998)","key":"9_CR2","DOI":"10.1002\/(SICI)1520-6505(1998)6:5<178::AID-EVAN5>3.0.CO;2-8"},{"unstructured":"Starbird, K., Maddock, J., Orand, M., Achterman, P., Mason, R.M.: Rumors, false flags, and digital vigilantes: misinformation on Twitter after the 2013 Boston marathon bombing. In: IConference 2014 Proceedings (2014)","key":"9_CR3"},{"doi-asserted-by":"crossref","unstructured":"Mendoza, M., Poblete, B., Castillo, C.: Twitter under crisis: can we trust what we RT? In: Proceedings of the First Workshop on Social Media Analytics, pp.\u00a071\u201379. ACM (2010)","key":"9_CR4","DOI":"10.1145\/1964858.1964869"},{"doi-asserted-by":"crossref","unstructured":"Gupta, A., Lamba, H., Kumaraguru, P., Joshi, A.: Faking Sandy: characterizing and identifying fake images on Twitter during hurricane Sandy. In: Proceedings of the 22nd International Conference on World Wide Web, pp.\u00a0729\u2013736. ACM (2013)","key":"9_CR5","DOI":"10.1145\/2487788.2488033"},{"unstructured":"Domm, P.: False rumor of explosion at white house causes stocks to briefly plunge; AP confirms its Twitter feed was hacked. http:\/\/cnb.cx\/2thGiq5, 2013. Online. Accessed 05-Oct-2020","key":"9_CR6"},{"issue":"3","key":"9_CR7","doi-asserted-by":"publisher","first-page":"948","DOI":"10.1016\/j.chb.2012.12.001","volume":"29","author":"LD Rosen","year":"2013","unstructured":"Rosen, L.D., Carrier, L.M., Cheever, N.A.: Facebook and texting made me do it: media-induced task-switching while studying. Comput. Human Behav. 29(3), 948\u2013958 (2013)","journal-title":"Comput. Human Behav."},{"issue":"1","key":"9_CR8","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1016\/j.chb.2011.08.026","volume":"28","author":"R Junco","year":"2012","unstructured":"Junco, R.: Too much face and not enough books: the relationship between multiple indices of Facebook use and academic performance. Comput. Human Behav. 28(1), 187\u2013198 (2012)","journal-title":"Comput. Human Behav."},{"unstructured":"World Economic Forum: Digital Wildfires in a Hyperconnected World. http:\/\/bit.ly\/2sY6djW, 2013. Online. Accessed 30-Jan-2019","key":"9_CR9"},{"issue":"2","key":"9_CR10","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1007\/s42001-018-0018-9","volume":"1","author":"M Tambuscio","year":"2018","unstructured":"Tambuscio, M., Oliveira, D.F., Ciampaglia, G.L., Ruffo, G.: Network segregation in a model of misinformation and fact-checking. J. Comput. Social Sci. 1(2), 261\u2013275 (2018)","journal-title":"J. Comput. Social Sci."},{"issue":"6380","key":"9_CR11","doi-asserted-by":"publisher","first-page":"1094","DOI":"10.1126\/science.aao2998","volume":"359","author":"DM Lazer","year":"2018","unstructured":"Lazer, D.M., Baum, M.A., Benkler, Y., Berinsky, A.J., Greenhill, K.M., Menczer, F., Metzger, M.J., Nyhan, B., Pennycook, G., Rothschild, D., et al.: The science of fake news. Science 359(6380), 1094\u20131096 (2018)","journal-title":"Science"},{"issue":"7","key":"9_CR12","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1145\/2818717","volume":"59","author":"E Ferrara","year":"2016","unstructured":"Ferrara, E., Varol, O., Davis, C., Menczer, F., Flammini, A.: The rise of social bots. Commun. ACM 59(7), 96\u2013104 (2016)","journal-title":"Commun. ACM"},{"doi-asserted-by":"crossref","unstructured":"Newman, M.: Networks: An Introduction. Oxford University Press (2010)","key":"9_CR13","DOI":"10.1093\/acprof:oso\/9780199206650.003.0001"},{"doi-asserted-by":"crossref","unstructured":"Easley, D., Kleinberg, J.: Networks, Crowds, and Markets: Reasoning About a Highly Connected World. Cambridge University Press (2010)","key":"9_CR14","DOI":"10.1017\/CBO9780511761942"},{"issue":"4955","key":"9_CR15","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1038\/204225a0","volume":"204","author":"W Goffman","year":"1964","unstructured":"Goffman, W., Newill, V.: Generalization of epidemic theory: an application to the transmission of ideas. Nature 204(4955), 225\u2013228 (1964)","journal-title":"Nature"},{"doi-asserted-by":"crossref","unstructured":"Weng, L., Flammini, A., Vespignani, A., Menczer, F.: Competition among memes in a world with limited attention. Sci. Rep. 2 (2012)","key":"9_CR16","DOI":"10.1038\/srep00335"},{"issue":"4","key":"9_CR17","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.112.048701","volume":"112","author":"JP Gleeson","year":"2014","unstructured":"Gleeson, J.P., Ward, J.A., O\u2019Sullivan, K.P., Lee, W.T.: Competition-induced criticality in a model of meme popularity. Phys. Rev. Lett. 112(4), 048701 (2014)","journal-title":"Phys. Rev. Lett."},{"issue":"2","key":"9_CR18","doi-asserted-by":"publisher","first-page":"28002","DOI":"10.1209\/0295-5075\/122\/28002","volume":"122","author":"D Notarmuzi","year":"2018","unstructured":"Notarmuzi, D., Castellano, C.: Analytical study of quality-biased competition dynamics for memes in social media. EPL (Europhys. Lett.) 122(2), 28002 (2018)","journal-title":"EPL (Europhys. Lett.)"},{"issue":"7","key":"9_CR19","doi-asserted-by":"publisher","first-page":"1377","DOI":"10.1002\/asi.21335","volume":"61","author":"MJ Stringer","year":"2010","unstructured":"Stringer, M.J., Sales-Pardo, M., Amaral, L.A.N.: Statistical validation of a global model for the distribution of the ultimate number of citations accrued by papers published in a scientific journal. J. Am. Soc. Inf. Sci. Technol. 61(7), 1377\u20131385 (2010)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"issue":"6154","key":"9_CR20","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1126\/science.1237825","volume":"342","author":"D Wang","year":"2013","unstructured":"Wang, D., Song, C., Barab\u00e1si, A.-L.: Quantifying long-term scientific impact. Science 342(6154), 127\u2013132 (2013)","journal-title":"Science"},{"doi-asserted-by":"crossref","unstructured":"Penner, O., Pan, R.K., Petersen, A.M., Kaski, K., Fortunato, S.: On the predictability of future impact in science. Sci. Rep. 3 (2013)","key":"9_CR21","DOI":"10.1038\/srep03052"},{"unstructured":"Lerman, K., Ghosh, R., Surachawala, T.: Social contagion: an empirical study of information spread on Digg and Twitter follower graphs. arXiv:1202.3162 (2012)","key":"9_CR22"},{"issue":"41","key":"9_CR23","doi-asserted-by":"publisher","first-page":"15649","DOI":"10.1073\/pnas.0803685105","volume":"105","author":"R Crane","year":"2008","unstructured":"Crane, R., Sornette, D.: Robust dynamic classes revealed by measuring the response function of a social system. Proc. Nat. Acad. Sci. 105(41), 15649\u201315653 (2008)","journal-title":"Proc. Nat. Acad. Sci."},{"issue":"1","key":"9_CR24","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/1232722.1232727","volume":"1","author":"J Leskovec","year":"2007","unstructured":"Leskovec, J., Adamic, L.A., Huberman, B.A.: The dynamics of viral marketing. ACM Trans. Web (TWEB) 1(1), 5 (2007)","journal-title":"ACM Trans. Web (TWEB)"},{"issue":"9","key":"9_CR25","doi-asserted-by":"publisher","first-page":"1623","DOI":"10.1287\/mnsc.1110.1421","volume":"57","author":"S Aral","year":"2011","unstructured":"Aral, S., Walker, D.: Creating social contagion through viral product design: a randomized trial of peer influence in networks. Manage. Sci. 57(9), 1623\u20131639 (2011)","journal-title":"Manage. Sci."},{"unstructured":"Rogers, E.M.: Diffusion of Innovations. Simon and Schuster (2010)","key":"9_CR26"},{"doi-asserted-by":"crossref","unstructured":"Jamali, S.: Comment mining, popularity prediction, and social network analysis. PhD thesis, George Mason University (2010)","key":"9_CR27","DOI":"10.1109\/WISM.2009.15"},{"doi-asserted-by":"crossref","unstructured":"Qiu, X., Oliveira, D.F., Shirazi, A.S., Flammini, A., Menczer, F.: Limited individual attention and online virality of low-quality information. Nat. Human Behav. 1(7), s41562-017 (2017)","key":"9_CR28","DOI":"10.1038\/s41562-017-0132"},{"doi-asserted-by":"crossref","unstructured":"Sreenivasan, S., Chan, K.S., Swami, A., Korniss, G., Szymanski, B.: Information cascades in feed-based networks of users with limited attention. IEEE Trans. Netw. Sci. Eng. (2017)","key":"9_CR29","DOI":"10.1109\/TNSE.2016.2625807"},{"issue":"1","key":"9_CR30","doi-asserted-by":"publisher","first-page":"15951","DOI":"10.1038\/s41598-018-34203-2","volume":"8","author":"GL Ciampaglia","year":"2018","unstructured":"Ciampaglia, G.L., Nematzadeh, A., Menczer, F., Flammini, A.: How algorithmic popularity bias hinders or promotes quality. Sci. Rep. 8(1), 15951 (2018)","journal-title":"Sci. Rep."},{"key":"9_CR31","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1016\/j.physa.2019.03.034","volume":"525","author":"DF Oliveira","year":"2019","unstructured":"Oliveira, D.F., Chan, K.S.: The effects of trust and influence on the spreading of low and high quality information. Phys. A Stat. Mech. Appl. 525, 657\u2013663 (2019)","journal-title":"Phys. A Stat. Mech. Appl."},{"doi-asserted-by":"crossref","unstructured":"Cisneros-Velarde, P., Oliveira, D.F., Chan, K.S.: Spread and control of misinformation with heterogeneous agents. In: International Workshop on Complex Networks, pp.\u00a075\u201383 (2019)","key":"9_CR32","DOI":"10.1007\/978-3-030-14459-3_6"},{"issue":"2","key":"9_CR33","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1111\/1467-9760.00148","volume":"10","author":"CR Sunstein","year":"2002","unstructured":"Sunstein, C.R.: The law of group polarization. J. Polit. Philos. 10(2), 175\u2013195 (2002)","journal-title":"J. Polit. Philos."},{"unstructured":"Sunstien, C.R.: Republic 2.0. Princeton University Press, Princeton (2009)","key":"9_CR34"},{"unstructured":"Pariser, E.: The filter bubble: How the new personalized web is changing what we read and how we think. Penguin (2011)","key":"9_CR35"},{"key":"9_CR36","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.38","volume":"1","author":"D Nikolov","year":"2015","unstructured":"Nikolov, D., Oliveira, D.F., Flammini, A., Menczer, F.: Measuring online social bubbles. PeerJ Comput. Sci. 1, e38 (2015)","journal-title":"PeerJ Comput. Sci."},{"unstructured":"Baron, J.: Thinking and Deciding. Cambridge University Press (2000)","key":"9_CR37"},{"issue":"2","key":"9_CR38","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/s11109-010-9112-2","volume":"32","author":"B Nyhan","year":"2010","unstructured":"Nyhan, B., Reifler, J.: When corrections fail: the persistence of political misperceptions. Polit. Behav. 32(2), 303\u2013330 (2010)","journal-title":"Polit. Behav."},{"issue":"4","key":"9_CR39","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1177\/0963721413480174","volume":"22","author":"KE Stanovich","year":"2013","unstructured":"Stanovich, K.E., West, R.F., Toplak, M.E.: Myside bias, rational thinking, and intelligence. Curr. Directions Psychol. Sci. 22(4), 259\u2013264 (2013)","journal-title":"Curr. Directions Psychol. Sci."},{"issue":"15","key":"9_CR40","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.105.158701","volume":"105","author":"J Ratkiewicz","year":"2010","unstructured":"Ratkiewicz, J., Fortunato, S., Flammini, A., Menczer, F., Vespignani, A.: Characterizing and modeling the dynamics of online popularity. Phys. Rev. letters 105(15), 158701 (2010)","journal-title":"Phys. Rev. letters"},{"key":"9_CR41","first-page":"90","volume":"10","author":"K Lerman","year":"2010","unstructured":"Lerman, K., Ghosh, R.: Information contagion: an empirical study of the spread of news on Digg and Twitter social networks. ICWSM-Int. Conf. Weblogs Social Media 10, 90\u201397 (2010)","journal-title":"ICWSM-Int. Conf. Weblogs Social Media"},{"key":"9_CR42","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1038\/srep00197","volume":"1","author":"S Gonz\u00e1lez-Bail\u00f3n","year":"2011","unstructured":"Gonz\u00e1lez-Bail\u00f3n, S., Borge-Holthoefer, J., Rivero, A., Moreno, Y.: The dynamics of protest recruitment through an online network. Sci. Rep. 1, 197 (2011)","journal-title":"Sci. Rep."},{"issue":"1","key":"9_CR43","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1140\/epjds18","volume":"2","author":"RA Ba\u00f1os","year":"2013","unstructured":"Ba\u00f1os, R.A., Borge-Holthoefer, J., Moreno, Y.: The role of hidden influentials in the diffusion of online information cascades. EPJ Data Sci. 2(1), 6 (2013)","journal-title":"EPJ Data Sci."},{"issue":"47","key":"9_CR44","doi-asserted-by":"publisher","first-page":"3376","DOI":"10.1016\/j.physleta.2018.09.034","volume":"382","author":"DF Oliveira","year":"2018","unstructured":"Oliveira, D.F., Chan, K.S., Leonel, E.D.: Scaling invariance in a social network with limited attention and innovation. Phys. Lett. A 382(47), 3376\u20133380 (2018)","journal-title":"Phys. Lett. A"},{"issue":"1\/2","key":"9_CR45","doi-asserted-by":"publisher","first-page":"81","DOI":"10.2307\/2332226","volume":"30","author":"MG Kendall","year":"1938","unstructured":"Kendall, M.G.: A new measure of rank correlation. Biometrika 30(1\/2), 81\u201393 (1938)","journal-title":"Biometrika"}],"container-title":["Studies in Computational Intelligence","Complex Networks and Their Applications XI"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-21127-0_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,3]],"date-time":"2023-12-03T23:58:28Z","timestamp":1701647908000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-21127-0_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031211263","9783031211270"],"references-count":45,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-21127-0_9","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"4 January 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"COMPLEX NETWORKS 2016","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Complex Networks and Their Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Palermo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Italy","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 November 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwcna2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.complexnetworks.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}