{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T07:14:20Z","timestamp":1768029260643,"version":"3.49.0"},"reference-count":54,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,4,7]],"date-time":"2017-04-07T00:00:00Z","timestamp":1491523200000},"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":["Soc. Netw. Anal. Min."],"published-print":{"date-parts":[[2017,12]]},"DOI":"10.1007\/s13278-017-0429-2","type":"journal-article","created":{"date-parts":[[2017,4,7]],"date-time":"2017-04-07T08:51:25Z","timestamp":1491555085000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["The mechanism of collapse of the Friendster network: What can we learn from the core structure of Friendster?"],"prefix":"10.1007","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4371-5175","authenticated-orcid":false,"given":"Kazunori","family":"Seki","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masataka","family":"Nakamura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,4,7]]},"reference":[{"key":"429_CR1","doi-asserted-by":"crossref","unstructured":"Akiba T, Iwata Y, Yoshida Y (2013) Linear-time enumeration of maximal k-edge-connected subgraphs in large networks by random contraction. In: Proceedings of the 22nd ACM international conference on information & knowledge management. ACM, pp 909\u2013918","DOI":"10.1145\/2505515.2505751"},{"issue":"4","key":"429_CR2","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1145\/505248.505275","volume":"45","author":"DC Andrews","year":"2002","unstructured":"Andrews DC (2002) Audience-specific online community design. Commun ACM 45(4):64\u201368","journal-title":"Commun ACM"},{"key":"429_CR3","doi-asserted-by":"crossref","unstructured":"Backstrom L, Huttenlocher D, Kleinberg J, Lan X (2006) Group formation in large social networks: Membership, growth, and evolution. In: Proceedings of the 12th ACM SIGKDD international conference on knowledge discovery and data mining. ACM, pp 44\u201354","DOI":"10.1145\/1150402.1150412"},{"issue":"5439","key":"429_CR4","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1126\/science.286.5439.509","volume":"286","author":"AL Barab\u00e1si","year":"1999","unstructured":"Barab\u00e1si AL, Albert R (1999) Emergence of scaling in random networks. Science 286(5439):509\u2013512","journal-title":"Science"},{"key":"429_CR5","unstructured":"Bauckhage C, Kersting K (2014) Strong regularities in growth and decline of popularity of social media services. arXiv preprint arXiv:14066529"},{"issue":"4","key":"429_CR6","doi-asserted-by":"crossref","first-page":"042806","DOI":"10.1103\/PhysRevE.90.042806","volume":"90","author":"G Bianconi","year":"2014","unstructured":"Bianconi G, Darst RK, Iacovacci J, Fortunato S (2014) Triadic closure as a basic generating mechanism of communities in complex networks. Phys Rev E 90(4):042806","journal-title":"Phys Rev E"},{"key":"429_CR7","unstructured":"Cannarella J, Spechler JA (2014) Epidemiological modeling of online social network dynamics. arXiv preprint arXiv:14014208"},{"key":"429_CR8","doi-asserted-by":"crossref","unstructured":"Cazabet R, Amblard F, Hanachi C (2010) Detection of overlapping communities in dynamical social networks. In: 2010 IEEE 2nd international conference on social computing. IEEE, pp 309\u2013314","DOI":"10.1109\/SocialCom.2010.51"},{"issue":"5996","key":"429_CR9","doi-asserted-by":"crossref","first-page":"1194","DOI":"10.1126\/science.1185231","volume":"329","author":"D Centola","year":"2010","unstructured":"Centola D (2010) The spread of behavior in an online social network experiment. Science 329(5996):1194\u20131197","journal-title":"Science"},{"key":"429_CR10","unstructured":"Chen Y, Kawadia V, Urgaonkar R (2013) Detecting overlapping temporal community structure in time-evolving networks. arXiv preprint arXiv:13037226"},{"key":"429_CR11","doi-asserted-by":"crossref","unstructured":"Cooley C (1909) Social organization: a study of the larger mind. Scribners, New York","DOI":"10.1037\/14788-000"},{"issue":"1","key":"429_CR12","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1111\/j.1083-6101.2007.00393.x","volume":"13","author":"NB Ellison","year":"2007","unstructured":"Ellison NB et al (2007) Social network sites: definition, history, and scholarship. J Comput Mediat Commun 13(1):210\u2013230","journal-title":"J Comput Mediat Commun"},{"key":"429_CR13","doi-asserted-by":"crossref","unstructured":"Fortunato S, Castellano C (2012) Community structure in graphs. In: Meyers RA (ed) Computational complexity. Springer, Berlin, pp 490\u2013512","DOI":"10.1007\/978-1-4614-1800-9_33"},{"key":"429_CR14","doi-asserted-by":"crossref","unstructured":"Garcia D, Mavrodiev P, Schweitzer F (2013) Social resilience in online communities: the autopsy of friendster. In: Proceedings of the 1st ACM conference on online social networks. ACM, pp 39\u201350","DOI":"10.1145\/2512938.2512946"},{"key":"429_CR15","doi-asserted-by":"crossref","unstructured":"Garcia D, Mavrodiev P, Casati D, Schweitzer F (2016) Understanding popularity, reputation, and social influence in the twitter society. Center for Open Science, Charlottesville, Virginia","DOI":"10.1002\/poi3.151"},{"issue":"6","key":"429_CR16","doi-asserted-by":"crossref","first-page":"1360","DOI":"10.1086\/225469","volume":"78","author":"MS Granovetter","year":"1973","unstructured":"Granovetter MS (1973) The strength of weak ties. Am J Sociol 78(6):1360\u20131380","journal-title":"Am J Sociol"},{"key":"429_CR17","unstructured":"Harkins A (2013) Network games with perfect complements. Warwick University Draft, unpublished"},{"issue":"4","key":"429_CR18","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1137\/S0036144500371907","volume":"42","author":"HW Hethcote","year":"2000","unstructured":"Hethcote HW (2000) The mathematics of infectious diseases. SIAM Rev 42(4):599\u2013653","journal-title":"SIAM Rev"},{"key":"429_CR19","unstructured":"Hillery GA (1982) A research odyssey: developing and testing a community theory. Transaction, Piscataway, New Jersey"},{"key":"429_CR20","doi-asserted-by":"crossref","unstructured":"I\u00f1iguez G, Kert\u00e9sz J, Kaski KK, Barrio RA (2009) Opinion and community formation in coevolving networks. Phys Rev E 80(6):066,119","DOI":"10.1103\/PhysRevE.80.066119"},{"key":"429_CR21","unstructured":"InternetArchive (2011) Friendster social network dataset: friends. https:\/\/archive.org\/details\/friendster-dataset-201107"},{"issue":"2","key":"429_CR22","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1145\/1459352.1459356","volume":"41","author":"A Iriberri","year":"2009","unstructured":"Iriberri A, Leroy G (2009) A life-cycle perspective on online community success. ACM Comput Surv (CSUR) 41(2):11","journal-title":"ACM Comput Surv (CSUR)"},{"issue":"8","key":"429_CR23","doi-asserted-by":"crossref","first-page":"e22687","DOI":"10.1371\/journal.pone.0022687","volume":"6","author":"HH Jo","year":"2011","unstructured":"Jo HH, Pan RK, Kaski K (2011) Emergence of bursts and communities in evolving weighted networks. PLoS ONE 6(8):e22687","journal-title":"PLoS ONE"},{"key":"429_CR24","doi-asserted-by":"crossref","unstructured":"Kairam SR, Wang DJ, Leskovec J (2012) The life and death of online groups: predicting group growth and longevity. In: Proceedings of the 5th ACM international conference on web search and data mining. ACM, pp 673\u2013682","DOI":"10.1145\/2124295.2124374"},{"key":"429_CR25","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1098\/rspa.1927.0118","volume":"115","author":"WO Kermack","year":"1927","unstructured":"Kermack WO, McKendrick AG (1927) A contribution to the mathematical theory of epidemics. Proc R Soc Lond A Math Phys Eng Sci 115:700\u2013721","journal-title":"Proc R Soc Lond A Math Phys Eng Sci"},{"issue":"11","key":"429_CR26","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1038\/nphys1746","volume":"6","author":"M Kitsak","year":"2010","unstructured":"Kitsak M, Gallos LK, Havlin S, Liljeros F, Muchnik L, Stanley HE, Makse HA (2010) Identification of influential spreaders in complex networks. Nat Phys 6(11):888\u2013893","journal-title":"Nat Phys"},{"key":"429_CR27","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1007\/978-1-4419-6515-8_13","volume-title":"Link mining: models, algorithms, and applications","author":"R Kumar","year":"2010","unstructured":"Kumar R, Novak J, Tomkins A (2010) Structure and evolution of online social networks. In: Yu PS, Han J, Faloutsos C (eds) Link mining: models, algorithms, and applications. Springer, Berlin, pp 337\u2013357"},{"key":"429_CR28","doi-asserted-by":"crossref","unstructured":"Kumpula JM, Onnela JP, Saram\u00e4ki J, Kaski K, Kert\u00e9sz J (2007) Emergence of communities in weighted networks. Phys Rev Lett 99(22):228,701","DOI":"10.1103\/PhysRevLett.99.228701"},{"issue":"11","key":"429_CR29","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1140\/epjb\/e2015-60481-x","volume":"88","author":"G Laurent","year":"2015","unstructured":"Laurent G, Saram\u00e4ki J, Karsai M (2015) From calls to communities: a model for time-varying social networks. Eur Phys J B 88(11):1\u201310","journal-title":"Eur Phys J B"},{"key":"429_CR30","unstructured":"Ling LW (2008) Friendster moves to Asia. http:\/\/content.time.com\/time\/business\/article\/0,8599,1707760,00.html"},{"key":"429_CR31","doi-asserted-by":"crossref","unstructured":"Liu H, Nazir A, Joung J, Chuah CN (2013) Modeling\/predicting the evolution trend of osn-based applications. In: Proceedings of the 22nd international conference on world wide web. ACM, pp 771\u2013780","DOI":"10.1145\/2488388.2488456"},{"key":"429_CR32","unstructured":"MacIver R (1917) Community, a sociological study: being an attempt to set out the nature and fundamental laws of social life. Macmillan, London"},{"issue":"3","key":"429_CR33","doi-asserted-by":"crossref","first-page":"036116","DOI":"10.1103\/PhysRevE.82.036116","volume":"82","author":"V Marceau","year":"2010","unstructured":"Marceau V, No\u00ebl PA, H\u00e9bert-Dufresne L, Allard A, Dub\u00e9 LJ (2010) Adaptive networks: coevolution of disease and topology. Phys Rev E 82(3):036116","journal-title":"Phys Rev E"},{"key":"429_CR34","doi-asserted-by":"crossref","DOI":"10.1093\/acprof:oso\/9780199206650.001.0001","volume-title":"Networks: an introduction","author":"M Newman","year":"2010","unstructured":"Newman M (2010) Networks: an introduction. Oxford University Press, Oxford"},{"issue":"7136","key":"429_CR35","doi-asserted-by":"crossref","first-page":"664","DOI":"10.1038\/nature05670","volume":"446","author":"G Palla","year":"2007","unstructured":"Palla G, Barab\u00e1si AL, Vicsek T (2007) Quantifying social group evolution. Nature 446(7136):664\u2013667","journal-title":"Nature"},{"key":"429_CR36","doi-asserted-by":"crossref","unstructured":"Patil A, Liu J, Gao J (2013) Predicting group stability in online social networks. In: Proceedings of the 22nd international conference on world wide web. ACM, pp 1021\u20131030","DOI":"10.1145\/2488388.2488477"},{"key":"429_CR37","doi-asserted-by":"crossref","unstructured":"Qiu J, Li Y, Tang J, Lu Z, Ye H, Chen B, Yang Q, Hopcroft JE (2016) The lifecycle and cascade of wechat social messaging groups. In: Proceedings of the 25th international conference on world wide web. International World Wide Web Conferences Steering Committee, pp 311\u2013320","DOI":"10.1145\/2872427.2882979"},{"key":"429_CR38","doi-asserted-by":"crossref","unstructured":"Ribeiro B (2014) Modeling and predicting the growth and death of membership-based websites. In: Proceedings of the 23rd international conference on world wide web. ACM, pp 653\u2013664","DOI":"10.1145\/2566486.2567984"},{"key":"429_CR39","doi-asserted-by":"crossref","unstructured":"Ribeiro B, Faloutsos C (2015) Modeling website popularity competition in the attention-activity marketplace. In: Proceedings of the 8th ACM international conference on web search and data mining. ACM, pp 389\u2013398","DOI":"10.1145\/2684822.2685312"},{"key":"429_CR40","unstructured":"Richard M (2013) The online community lifecycle. https:\/\/www.feverbee.com\/the-online-community-lifecycle\/"},{"key":"429_CR41","unstructured":"Rivlin G (2011) Wallflower at the web party. http:\/\/www.nytimes.com\/2006\/10\/15\/business\/yourmoney\/15friend.html"},{"key":"429_CR42","unstructured":"Rogers E (2003) Diffusion of innovations, 5th edn. Free Press, New York"},{"issue":"1","key":"429_CR43","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1016\/j.chb.2012.09.008","volume":"29","author":"A Schneider","year":"2013","unstructured":"Schneider A, Von Krogh G, J\u00e4Ger P (2013) Whats coming next? Epistemic curiosity and lurking behavior in online communities. Comput Hum Behav 29(1):293\u2013303","journal-title":"Comput Hum Behav"},{"key":"429_CR44","doi-asserted-by":"crossref","unstructured":"Seki K, Nakamura M (2016) The collapse of friendster network started from the center of the core. In: Proceedings of the 2016 IEEE\/ACM international conference on advances in social networks analysis and mining. IEEE, pp 477\u2013484","DOI":"10.1109\/ASONAM.2016.7752278"},{"issue":"2","key":"429_CR45","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1016\/j.physa.2006.03.050","volume":"371","author":"R Toivonen","year":"2006","unstructured":"Toivonen R, Onnela JP, Saram\u00e4ki J, Hyv\u00f6nen J, Kaski K (2006) A model for social networks. Phys A 371(2):851\u2013860","journal-title":"Phys A"},{"key":"429_CR46","unstructured":"T\u00f6nnies F (1887) Community and society. In: Lin J, Mele C (eds) The urban sociology reader, vol 13. Routledge, London"},{"key":"429_CR47","doi-asserted-by":"crossref","unstructured":"Torkjazi M, Rejaie R, Inger W (2009) Hot today, gone tomorrow: On the migration of myspace users. In: Proceedings of the 2nd ACM workshop on online social networks. ACM, pp 43\u201348","DOI":"10.1145\/1592665.1592676"},{"key":"429_CR48","unstructured":"Vardhan H (2015) Platform failures: lessons for strategic management. Ph.D. thesis, Massachusetts Institute of Technology"},{"key":"429_CR49","doi-asserted-by":"crossref","unstructured":"Viswanath B, Mislove A, Cha M, Gummadi KP (2009) On the evolution of user interaction in facebook. In: Proceedings of the 2nd ACM workshop on online social networks. ACM, pp 37\u201342","DOI":"10.1145\/1592665.1592675"},{"issue":"11","key":"429_CR50","doi-asserted-by":"crossref","first-page":"2311","DOI":"10.1002\/asi.21397","volume":"61","author":"D Wilkinson","year":"2010","unstructured":"Wilkinson D, Thelwall M (2010) Social network site changes over time: the case of myspace. J Am Soc Inf Sci Technol 61(11):2311\u20132323","journal-title":"J Am Soc Inf Sci Technol"},{"key":"429_CR51","doi-asserted-by":"crossref","unstructured":"Wilson C, Boe B, Sala A, Puttaswamy KP, Zhao BY (2009) User interactions in social networks and their implications. In: Proceedings of the 4th ACM European conference on computer systems. ACM, pp 205\u2013218","DOI":"10.1145\/1519065.1519089"},{"key":"429_CR52","doi-asserted-by":"crossref","unstructured":"Wu S, Das\u00a0Sarma A, Fabrikant A, Lattanzi S, Tomkins A (2013) Arrival and departure dynamics in social networks. In: Proceedings of the 6th ACM international conference on web search and data mining. ACM, pp 233\u2013242","DOI":"10.1145\/2433396.2433425"},{"issue":"42","key":"429_CR53","doi-asserted-by":"crossref","first-page":"11726","DOI":"10.1073\/pnas.1612094113","volume":"113","author":"Y Yu","year":"2016","unstructured":"Yu Y, Xiao G, Zhou J, Wang Y, Wang Z, Kurths J, Schellnhuber HJ (2016) System crash as dynamics of complex networks. Proc Natl Acad Sci U S A 113(42):11726\u201311731","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"1","key":"429_CR54","doi-asserted-by":"crossref","first-page":"9421","DOI":"10.1038\/srep09421","volume":"5","author":"K Zuev","year":"2015","unstructured":"Zuev K, Bogu\u00f1\u00e1 M, Bianconi G, Krioukov D (2015) Emergence of soft communities from geometric preferential attachment. Sci Rep 5(1):9421","journal-title":"Sci Rep"}],"container-title":["Social Network Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13278-017-0429-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-017-0429-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13278-017-0429-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,20]],"date-time":"2019-09-20T15:43:17Z","timestamp":1568994197000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13278-017-0429-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,4,7]]},"references-count":54,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,12]]}},"alternative-id":["429"],"URL":"https:\/\/doi.org\/10.1007\/s13278-017-0429-2","relation":{},"ISSN":["1869-5450","1869-5469"],"issn-type":[{"value":"1869-5450","type":"print"},{"value":"1869-5469","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,4,7]]},"article-number":"10"}}