{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T15:14:46Z","timestamp":1775229286943,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":64,"publisher":"ACM","license":[{"start":{"date-parts":[[2013,8,11]],"date-time":"2013-08-11T00:00:00Z","timestamp":1376179200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2013,8,11]]},"DOI":"10.1145\/2487575.2487607","type":"proceedings-article","created":{"date-parts":[[2013,8,13]],"date-time":"2013-08-13T12:31:21Z","timestamp":1376397081000},"page":"356-364","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":110,"title":["The role of information diffusion in the evolution of social networks"],"prefix":"10.1145","author":[{"given":"Lilian","family":"Weng","sequence":"first","affiliation":[{"name":"Indiana University Bloomington, Bloomington, IN, USA"}]},{"given":"Jacob","family":"Ratkiewicz","sequence":"additional","affiliation":[{"name":"Google Inc., Mountain View, CA, USA"}]},{"given":"Nicola","family":"Perra","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}]},{"given":"Bruno","family":"Gon\u00e7alves","sequence":"additional","affiliation":[{"name":"Aix Marseille Universit\u00e9, Marseille, France"}]},{"given":"Carlos","family":"Castillo","sequence":"additional","affiliation":[{"name":"Qatar Computing Research Institute, Doha, Qatar"}]},{"given":"Francesco","family":"Bonchi","sequence":"additional","affiliation":[{"name":"Yahoo! Research Barcelona, Barcelona, Spain"}]},{"given":"Rossano","family":"Schifanella","sequence":"additional","affiliation":[{"name":"University of Torino, Turin, Italy"}]},{"given":"Filippo","family":"Menczer","sequence":"additional","affiliation":[{"name":"Indiana University Bloomington, Bloomington, IN, USA"}]},{"given":"Alessandro","family":"Flammini","sequence":"additional","affiliation":[{"name":"Indiana University Bloomington, Bloomington, IN, USA"}]}],"member":"320","published-online":{"date-parts":[[2013,8,11]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/2180861.2180866"},{"key":"e_1_3_2_1_2_1","volume-title":"Infectious Diseases in Humans","author":"Anderson R. M.","year":"1992","unstructured":"R. M. Anderson and R. M. May . Infectious Diseases in Humans . Oxford Univ. Press , 1992 . R. M. Anderson and R. M. May. Infectious Diseases in Humans. Oxford Univ. Press, 1992."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935914"},{"key":"e_1_3_2_1_4_1","volume-title":"The Mathematical Theory of Infectious Diseases and its Applications","author":"Bailey N.","year":"1975","unstructured":"N. Bailey . The Mathematical Theory of Infectious Diseases and its Applications . Griffin , London , 2 nd edition, 1975 . N. Bailey. The Mathematical Theory of Infectious Diseases and its Applications. Griffin, London, 2nd edition, 1975.","edition":"2"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935845"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/1566374.1566421"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.286.5439.509"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2433396.2433403"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.5555\/1521587"},{"key":"e_1_3_2_1_10_1","volume-title":"Probability and measure, page 362","author":"Billingsley P.","year":"1995","unstructured":"P. Billingsley . Probability and measure, page 362 . John Wiley & Sons , 1995 . P. Billingsley. Probability and measure, page 362. John Wiley & Sons, 1995."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9531.2008.00203.x"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1171022"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/0167-9473(92)90042-E"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1185231"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.325_406"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature06830"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198501565.001.0001","volume-title":"Statistical Data Analysis","author":"Cowan G.","year":"1998","unstructured":"G. Cowan . Statistical Data Analysis . Oxford Science Publications , 1998 . G. Cowan. Statistical Data Analysis. Oxford Science Publications, 1998."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1038\/2041118a0"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1977.tb01600.x"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.85.4633"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511761942"},{"key":"e_1_3_2_1_22_1","first-page":"17","article-title":"On the evolution of random graphs","volume":"5","author":"Erd\u00f6s P.","year":"1960","unstructured":"P. Erd\u00f6s and A. R\u00e9nyi . On the evolution of random graphs . Magyar Tud. Akad. Mat. Kutat\u00f3 Int. K\u00f6zl , 5 : 17 -- 61 , 1960 . P. Erd\u00f6s and A. R\u00e9nyi. On the evolution of random graphs. Magyar Tud. Akad. Mat. Kutat\u00f3 Int. K\u00f6zl, 5:17--61, 1960.","journal-title":"Magyar Tud. Akad. Mat. Kutat\u00f3 Int. K\u00f6zl"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.96.218701"},{"issue":"3","key":"e_1_3_2_1_24_1","first-page":"031014","article-title":"How people interact in evolving online affiliation networks","volume":"2","author":"Gallos L.","year":"2012","unstructured":"L. Gallos , D. Rybski , F. Liljeros , S. Havlin , and H. Makse . How people interact in evolving online affiliation networks . Phys. Rev. X , 2 ( 3 ): 031014 , 2012 . L. Gallos, D. Rybski, F. Liljeros, S. Havlin, and H. Makse. How people interact in evolving online affiliation networks. Phys. Rev. X, 2(3):031014, 2012.","journal-title":"Phys. Rev. X"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1038\/204225a0"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011122126881"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0022656"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1086\/225469"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1086\/226707"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/SocialCom-PASSAT.2012.129"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.74.056108"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02289026"},{"key":"e_1_3_2_1_33_1","series-title":"Lecture Notes in Computer Science (LNCS), 1627:1--18","volume-title":"The web as a graph: measurements, models and methods","author":"Kleinberg J.","year":"1999","unstructured":"J. Kleinberg , R. Kumar , P. Raghavan , S. Rajagopalan , and A. Tomkins . The web as a graph: measurements, models and methods . Lecture Notes in Computer Science (LNCS), 1627:1--18 , 1999 . J. Kleinberg, R. Kumar, P. Raghavan, S. Rajagopalan, and A. Tomkins. The web as a graph: measurements, models and methods. Lecture Notes in Computer Science (LNCS), 1627:1--18, 1999."},{"key":"e_1_3_2_1_34_1","volume-title":"Heider vs. Simmel: Emergent features in dynamic structure. Statistical Network Analysis: Models, Issues, and New Directions, 4503:14--27","author":"Krackhardt D.","year":"2007","unstructured":"D. Krackhardt and M. Handcock . Heider vs. Simmel: Emergent features in dynamic structure. Statistical Network Analysis: Models, Issues, and New Directions, 4503:14--27 , 2007 . D. Krackhardt and M. Handcock. Heider vs. Simmel: Emergent features in dynamic structure. Statistical Network Analysis: Models, Issues, and New Directions, 4503:14--27, 2007."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.63.066123"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150476"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.5555\/795666.796570"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1167742"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/1401890.1401948"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.v58:7"},{"issue":"4","key":"e_1_3_2_1_41_1","article-title":"Learning to predict reciprocity and triadic closure in social networks","volume":"9","author":"Lou T.","year":"2010","unstructured":"T. Lou , J. Tang , J. Hopcroft , Z. Fang , and X. Ding . Learning to predict reciprocity and triadic closure in social networks . ACM Trans. on Embedded Computing Systems , 9 ( 4 ), 2010 . T. Lou, J. Tang, J. Hopcroft, Z. Fang, and X. Ding. Learning to predict reciprocity and triadic closure in social networks. ACM Trans. on Embedded Computing Systems, 9(4), 2010.","journal-title":"ACM Trans. on Embedded Computing Systems"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.soc.27.1.415"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.69.055101"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/0378-8733(95)00268-S"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-937X.00121"},{"key":"e_1_3_2_1_46_1","volume-title":"Networks, an Introduction","author":"J.","year":"2010","unstructured":"Newman, M.E. J. Networks, an Introduction . Oxford University Press , 2010 . Newman, M.E.J. Networks, an Introduction. Oxford University Press, 2010."},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0610245104"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature11459"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.86.3200"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.109.238701"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1038\/srep00469"},{"key":"e_1_3_2_1_52_1","volume-title":"assumption of transitivity. Bull. Math. Biol., 15(523--533)","author":"Rapoport A.","year":"1953","unstructured":"A. Rapoport . Spread of information through a population with socio-structural bias: I. assumption of transitivity. Bull. Math. Biol., 15(523--533) , 1953 . A. Rapoport. Spread of information through a population with socio-structural bias: I. assumption of transitivity. Bull. Math. Biol., 15(523--533), 1953."},{"key":"e_1_3_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1001109"},{"key":"e_1_3_2_1_54_1","volume-title":"Proc. Intl. Conf. on Weblogs and Social Media (ICWSM). AAAI","author":"Romero D. M.","year":"2010","unstructured":"D. M. Romero and J. Kleinberg . The directed closure process in hybrid social-information networks, with an analysis of link formation on Twitter . In Proc. Intl. Conf. on Weblogs and Social Media (ICWSM). AAAI , 2010 . D. M. Romero and J. Kleinberg. The directed closure process in hybrid social-information networks, with an analysis of link formation on Twitter. In Proc. Intl. Conf. on Weblogs and Social Media (ICWSM). AAAI, 2010."},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963503"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/1718487.1718521"},{"key":"e_1_3_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.81.046120"},{"key":"e_1_3_2_1_58_1","volume-title":"The Sociology of Georg Simmel","author":"Simmel G.","year":"1950","unstructured":"G. Simmel and K. H. Wolff . The Sociology of Georg Simmel . The Free Press , 1950 . G. Simmel and K. H. Wolff. The Sociology of Georg Simmel. The Free Press, 1950."},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1171990"},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1038\/nphys2160"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2008.0218"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511815478"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1038\/30918"},{"key":"e_1_3_2_1_64_1","first-page":"2","article-title":"Competition among memes in a world with limited attention","author":"Weng L.","year":"2012","unstructured":"L. Weng , A. Flammini , A. Vespignani , and F. Menczer . Competition among memes in a world with limited attention . Scientific Reports , 2 , 2012 . L. Weng, A. Flammini, A. Vespignani, and F. Menczer. Competition among memes in a world with limited attention. Scientific Reports, 2, 2012.","journal-title":"Scientific Reports"}],"event":{"name":"KDD' 13: The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","location":"Chicago Illinois USA","acronym":"KDD' 13","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2487575.2487607","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2487575.2487607","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T08:35:55Z","timestamp":1750235755000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2487575.2487607"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,8,11]]},"references-count":64,"alternative-id":["10.1145\/2487575.2487607","10.1145\/2487575"],"URL":"https:\/\/doi.org\/10.1145\/2487575.2487607","relation":{},"subject":[],"published":{"date-parts":[[2013,8,11]]},"assertion":[{"value":"2013-08-11","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}