{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T23:35:25Z","timestamp":1772753725547,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":67,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,25]],"date-time":"2019-07-25T00:00:00Z","timestamp":1564012800000},"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":[[2019,7,25]]},"DOI":"10.1145\/3292500.3330971","type":"proceedings-article","created":{"date-parts":[[2019,7,26]],"date-time":"2019-07-26T13:17:26Z","timestamp":1564147046000},"page":"1691-1699","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Uncovering Pattern Formation of Information Flow"],"prefix":"10.1145","author":[{"given":"Chengxi","family":"Zang","sequence":"first","affiliation":[{"name":"Tsinghua University & Weill Cornell Medicine, Beijing"}]},{"given":"Peng","family":"Cui","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}]},{"given":"Chaoming","family":"Song","sequence":"additional","affiliation":[{"name":"University of Miami, Coral Gables, FL, USA"}]},{"given":"Wenwu","family":"Zhu","sequence":"additional","affiliation":[{"name":"Tsinghua University, Beijing, China"}]},{"given":"Fei","family":"Wang","sequence":"additional","affiliation":[{"name":"Weill Cornell Medicine, New York City, NY, USA"}]}],"member":"320","published-online":{"date-parts":[[2019,7,25]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature09182"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741672"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.87.032804"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935845"},{"key":"e_1_3_2_1_5_1","unstructured":"Philip Ball. 2009. Shapes: nature's patterns: a tapestry in three parts .OUP Oxford.  Philip Ball. 2009. Shapes: nature's patterns: a tapestry in three parts .OUP Oxford."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1040.0264"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1040.0300"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2012.62"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/P10008"},{"key":"e_1_3_2_1_10_1","volume-title":"Science","volume":"342","author":"Brockmann Dirk","year":"2013"},{"key":"e_1_3_2_1_11_1","volume-title":"Network tomography: recent developments. Statistical science","author":"Castro Rui","year":"2004"},{"key":"e_1_3_2_1_12_1","volume-title":"The spread of behavior in an online social network experiment. science","author":"Centola Damon","year":"2010"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1086\/521848"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557047"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487639"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1517441113"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2004.09.006"},{"key":"e_1_3_2_1_18_1","unstructured":"P Alex Dow Lada A Adamic and Adrien Friggeri. 2013. The Anatomy of Large Facebook Cascades.. In ICWSM .  P Alex Dow Lada A Adamic and Adrien Friggeri. 2013. The Anatomy of Large Facebook Cascades.. In ICWSM ."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"crossref","volume-title":"Networks, crowds, and markets: Reasoning about a highly connected world","author":"Easley David","DOI":"10.1017\/CBO9780511761942"},{"key":"e_1_3_2_1_20_1","volume-title":"Coevolve: A joint point process model for information diffusion and network co-evolution. In Advances in Neural Information Processing Systems. 1945--1953.","author":"Farajtabar Mehrdad","year":"2015"},{"key":"e_1_3_2_1_21_1","first-page":"26","article-title":"The structural virality of online diffusion","volume":"22","author":"Goel Sharad","year":"2013","journal-title":"Preprint"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2229012.2229058"},{"key":"e_1_3_2_1_23_1","volume-title":"Localization and spreading of diseases in complex networks. Physical review letters","author":"Goltsev Alexander V","year":"2012"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1000814107"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835933"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1718487.1718518"},{"key":"e_1_3_2_1_27_1","volume-title":"Threshold models of collective behavior. American journal of sociology","author":"Granovetter Mark","year":"1978"},{"key":"e_1_3_2_1_28_1","volume-title":"The theory of branching processes","author":"Harris Theodore E"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1137\/S0036144500371907"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1220433110"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2005.0051"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/956750.956769"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1080\/00018738800101379"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.66.1481"},{"key":"e_1_3_2_1_35_1","volume-title":"Reaction-diffusion model as a framework for understanding biological pattern formation. science","author":"Kondo Shigeru","year":"2010"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835875"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772751"},{"key":"e_1_3_2_1_38_1","volume-title":"Science","volume":"359","author":"Lazer David MJ","year":"2018"},{"key":"e_1_3_2_1_39_1","volume-title":"SDM","author":"Leskovec Jure"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052643"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0708471105"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00045"},{"key":"e_1_3_2_1_43_1","volume-title":"Peter R King, Sona Prakash, and H Eugene Stanley.","author":"Makse Hern\u00e1n A","year":"1996"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339537"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.61.5678"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0808622106"},{"key":"e_1_3_2_1_47_1","volume-title":"Spread of epidemic disease on networks. Physical review E","author":"Newman Mark EJ","year":"2002"},{"key":"e_1_3_2_1_48_1","volume-title":"Piet Van Mieghem, and Alessandro Vespignani","author":"Pastor-Satorras Romualdo","year":"2015"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0126894"},{"key":"e_1_3_2_1_50_1","volume-title":"Uncovering the temporal dynamics of diffusion networks. arXiv preprint:1105.0697","author":"Rodriguez Manuel Gomez","year":"2011"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1017\/nws.2014.3"},{"key":"e_1_3_2_1_52_1","volume-title":"Influence maximization in continuous time diffusion networks. arXiv preprint arXiv:1205.1682","author":"Rodriguez Manuel Gomez","year":"2012"},{"key":"e_1_3_2_1_53_1","volume-title":"Diffusion of innovations","author":"Rogers Everett M"},{"key":"e_1_3_2_1_54_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963503"},{"key":"e_1_3_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1098\/rstb.1952.0012"},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1116502109"},{"key":"e_1_3_2_1_57_1","volume-title":"Science","volume":"359","author":"Vosoughi Soroush","year":"2018"},{"key":"e_1_3_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963508"},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.082090499"},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935863"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2015.79"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939825"},{"key":"e_1_3_2_1_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098055"},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2801844"},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054214"},{"key":"e_1_3_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220073"},{"key":"e_1_3_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783401"}],"event":{"name":"KDD '19: The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Anchorage AK USA","acronym":"KDD '19","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 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3292500.3330971","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3292500.3330971","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:26:04Z","timestamp":1750206364000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3292500.3330971"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,25]]},"references-count":67,"alternative-id":["10.1145\/3292500.3330971","10.1145\/3292500"],"URL":"https:\/\/doi.org\/10.1145\/3292500.3330971","relation":{},"subject":[],"published":{"date-parts":[[2019,7,25]]},"assertion":[{"value":"2019-07-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}