{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T17:28:27Z","timestamp":1762018107119,"version":"build-2065373602"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2019,12,12]],"date-time":"2019-12-12T00:00:00Z","timestamp":1576108800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,12,12]],"date-time":"2019-12-12T00:00:00Z","timestamp":1576108800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/100006831","name":"U.S. Air Force","doi-asserted-by":"publisher","award":["FA9550-17-1-0378"],"award-info":[{"award-number":["FA9550-17-1-0378"]}],"id":[{"id":"10.13039\/100006831","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soc. Netw. Anal. Min."],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1007\/s13278-019-0615-5","type":"journal-article","created":{"date-parts":[[2019,12,12]],"date-time":"2019-12-12T21:07:29Z","timestamp":1576184849000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["A computational study of homophily and diffusion of common knowledge on social networks based on a model of Facebook"],"prefix":"10.1007","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4947-6320","authenticated-orcid":false,"given":"Gizem","family":"Korkmaz","sequence":"first","affiliation":[]},{"given":"Chris J.","family":"Kuhlman","sequence":"additional","affiliation":[]},{"given":"Joshua","family":"Goldstein","sequence":"additional","affiliation":[]},{"given":"Fernando","family":"Vega-Redondo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,12,12]]},"reference":[{"key":"615_CR1","doi-asserted-by":"crossref","unstructured":"Anagnostopoulos A, Kumar R, Mahdian M (2008) Influence and correlation in social networks. In: KDD, pp 7\u201315","DOI":"10.1145\/1401890.1401897"},{"key":"615_CR2","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1017\/nws.2013.6","volume":"1","author":"S Aral","year":"2013","unstructured":"Aral S, Muchnik L, Sundararajan A (2013) Engineering social contagions: optimal network seeding in the presence of homophily. Netw Sci 1:125\u2013153","journal-title":"Netw Sci"},{"key":"615_CR3","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1177\/0022002797041002001","volume":"41","author":"R Axelrod","year":"1997","unstructured":"Axelrod R (1997) The dissemination of culture: a model with local convergence and global polarization. J Conf Resolut 41:203\u2013226","journal-title":"J Conf Resolut"},{"key":"615_CR4","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1080\/00222500902979963","volume":"33","author":"G Bischi","year":"2009","unstructured":"Bischi G, Merlone U (2009) Global dynamics in binary choice models with social influence. J Math Sociol 33:277\u2013302","journal-title":"J Math Sociol"},{"issue":"3","key":"615_CR5","doi-asserted-by":"publisher","first-page":"287","DOI":"10.1006\/jtbi.2001.2515","volume":"215","author":"R Boyd","year":"2002","unstructured":"Boyd R, Richerson PJ (2002) Group beneficial norms can spread rapidly in a structured population. J Theor Biol 215(3):287\u2013296","journal-title":"J Theor Biol"},{"key":"615_CR6","doi-asserted-by":"publisher","first-page":"1269","DOI":"10.1126\/science.1207055","volume":"1269","author":"D Centola","year":"2011","unstructured":"Centola D (2011) An experimental study of homophily in the adoption of health behavior. Science 1269:1269\u20131272","journal-title":"Science"},{"issue":"1","key":"615_CR7","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1177\/1043463112473734","volume":"25","author":"DM Centola","year":"2013","unstructured":"Centola DM (2013) Homophily, networks, and critical mass: solving the start-up problem in large group collective action. Ration Soc 25(1):3\u201340","journal-title":"Ration Soc"},{"issue":"3","key":"615_CR8","doi-asserted-by":"publisher","first-page":"702","DOI":"10.1086\/521848","volume":"113","author":"D Centola","year":"2007","unstructured":"Centola D, Macy M (2007) Complex contagions and the weakness of long ties. Am J Soc 113(3):702\u2013734","journal-title":"Am J Soc"},{"key":"615_CR9","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1177\/0022002707307632","volume":"51","author":"D Centola","year":"2007","unstructured":"Centola D, Gonzalez-Avella JC et al (2007) Homophily, cultural drift, and the co-evolution of cultural groups. J Confl Resolut 51:905\u2013929","journal-title":"J Confl Resolut"},{"issue":"1","key":"615_CR10","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1080\/00222500601013536","volume":"31","author":"YS Chiang","year":"2007","unstructured":"Chiang YS (2007) Birds of moderately different feathers: bandwagon dynamics and the threshold heterogeneity of network neighbors. J Math Sociol 31(1):47\u201369","journal-title":"J Math Sociol"},{"key":"615_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1111\/1467-937X.00118","volume":"67","author":"MSY Chwe","year":"2000","unstructured":"Chwe MSY (2000) Communication and coordination in social networks. Rev Econ Stud 67:1\u201316","journal-title":"Rev Econ Stud"},{"issue":"6","key":"615_CR12","doi-asserted-by":"publisher","first-page":"970","DOI":"10.1177\/0022002711414371","volume":"55","author":"A Flache","year":"2011","unstructured":"Flache A, Macy MW (2011) Local convergence and global diversity: from interpersonal to social influence. J Confl Resolut 55(6):970\u2013995","journal-title":"J Confl Resolut"},{"key":"615_CR13","doi-asserted-by":"publisher","first-page":"1287","DOI":"10.1093\/qje\/qjs021","volume":"127","author":"B Golub","year":"2012","unstructured":"Golub B, Jackson MO (2012) How homophily affects the speed of learning and best response dynamics. Q J Econ 127:1287\u20131333","journal-title":"Q J Econ"},{"key":"615_CR14","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1038\/srep00197","volume":"1","author":"S Gonzalez-Bailon","year":"2011","unstructured":"Gonzalez-Bailon S, Borge-Holthoefer J, Rivero A, Moreno Y (2011) The dynamics of protest recruitment through an online network. Nat Sci Rep 1:197","journal-title":"Nat Sci Rep"},{"issue":"6","key":"615_CR15","doi-asserted-by":"publisher","first-page":"1360","DOI":"10.1086\/225469","volume":"78","author":"M Granovetter","year":"1973","unstructured":"Granovetter M (1973) The strength of weak ties. Am J Sociol 78(6):1360\u20131380","journal-title":"Am J Sociol"},{"issue":"6","key":"615_CR16","doi-asserted-by":"publisher","first-page":"1420","DOI":"10.1086\/226707","volume":"83","author":"M Granovetter","year":"1978","unstructured":"Granovetter M (1978) Threshold models of collective behavior. Am J Soc 83(6):1420\u20131443","journal-title":"Am J Soc"},{"key":"615_CR17","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1017\/nws.2012.7","volume":"1","author":"MO Jackson","year":"2013","unstructured":"Jackson MO, Lopez-Pintado D (2013) Diffusion and contagion in networks with heterogeneous agents and homophily. Netw Sci 1:49\u201367","journal-title":"Netw Sci"},{"key":"615_CR18","unstructured":"Korkmaz G, Kuhlman CJ, Marathe A, Marathe MV, Vega-Redondo F (2014) Collective action through common knowledge using a Facebook model. In: AAMAS"},{"key":"615_CR19","doi-asserted-by":"crossref","unstructured":"Korkmaz G, Kuhlman CJ, Goldstein J, Redondo FV (2018) A model of homophily, common knowledge and collective action through facebook. In: 2018 IEEE\/ACM international conference on advances in social networks analysis and mining (ASONAM). IEEE, pp 409\u2013412","DOI":"10.1109\/ASONAM.2018.8508834"},{"key":"615_CR20","volume-title":"Convention: a philosophical study","author":"R Lewis","year":"1969","unstructured":"Lewis R (1969) Convention: a philosophical study. Harvard University Press, Cambridge"},{"key":"615_CR21","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1146\/annurev.soc.27.1.415","volume":"27","author":"JM McPherson","year":"2001","unstructured":"McPherson JM, Smith-Lovin L, Cook JM (2001) Birds of a feather: homophily in social networks. Annu Rev Sociol 27:415\u2013444","journal-title":"Annu Rev Sociol"},{"key":"615_CR22","doi-asserted-by":"crossref","unstructured":"Prakash BA, Chakrabarti D, Faloutsos M, Valler N, Faloutsos C (2011) Threshold conditions for arbitrary cascade models on arbitrary graphs. In: Proceedings of the 11th IEEE conference on data mining (ICDM\u00a02011), pp 537\u2013546","DOI":"10.1109\/ICDM.2011.145"},{"key":"615_CR23","doi-asserted-by":"crossref","unstructured":"Romero D, Meeder B, Kleinberg J (2011) Differences in the mechanics of information diffusion. In: WWW","DOI":"10.1145\/1963405.1963503"},{"key":"615_CR24","volume-title":"The strategy of conflict","author":"T Schelling","year":"1960","unstructured":"Schelling T (1960) The strategy of conflict. Harvard University Press, Cambridge"},{"key":"615_CR25","volume-title":"Micromotives and macrobehavior","author":"T Schelling","year":"1978","unstructured":"Schelling T (1978) Micromotives and macrobehavior. W. W. Norton and Company, New York"},{"key":"615_CR26","doi-asserted-by":"publisher","first-page":"122","DOI":"10.1111\/j.1540-5907.2008.00361.x","volume":"53","author":"D Siegel","year":"2009","unstructured":"Siegel D (2009) Social networks and collective action. Am J Polit Sci 53:122\u2013138","journal-title":"Am J Polit Sci"},{"key":"615_CR27","doi-asserted-by":"crossref","unstructured":"Viswanath B, Mislove A, Cha M, Gummadi KP (2009) On the evolution of user interaction in Facebook. In: WOSN","DOI":"10.1145\/1592665.1592675"},{"issue":"9","key":"615_CR28","doi-asserted-by":"publisher","first-page":"5766","DOI":"10.1073\/pnas.082090499","volume":"99","author":"D Watts","year":"2002","unstructured":"Watts D (2002) A simple model of global cascades on random networks. PNAS 99(9):5766\u20135771","journal-title":"PNAS"}],"container-title":["Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-019-0615-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13278-019-0615-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-019-0615-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,12,11]],"date-time":"2020-12-11T19:06:23Z","timestamp":1607713583000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13278-019-0615-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12,12]]},"references-count":28,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,12]]}},"alternative-id":["615"],"URL":"https:\/\/doi.org\/10.1007\/s13278-019-0615-5","relation":{},"ISSN":["1869-5450","1869-5469"],"issn-type":[{"type":"print","value":"1869-5450"},{"type":"electronic","value":"1869-5469"}],"subject":[],"published":{"date-parts":[[2019,12,12]]},"assertion":[{"value":"5 February 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 November 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"22 November 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 December 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"5"}}