{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:33:01Z","timestamp":1772119981438,"version":"3.50.1"},"reference-count":39,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1109\/ssp.2018.8450823","type":"proceedings-article","created":{"date-parts":[[2018,9,7]],"date-time":"2018-09-07T20:05:36Z","timestamp":1536350736000},"page":"328-332","source":"Crossref","is-referenced-by-count":13,"title":["Influence Estimation on Social Media Networks Using Causal Inference"],"prefix":"10.1109","author":[{"given":"Steven T.","family":"Smith","sequence":"first","affiliation":[]},{"given":"Edward K.","family":"Kao","sequence":"additional","affiliation":[]},{"given":"Danelle C.","family":"Shah","sequence":"additional","affiliation":[]},{"given":"Olga","family":"Simek","sequence":"additional","affiliation":[]},{"given":"Donald B.","family":"Rubin","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"9197","article-title":"Limiting the spread of misinformation while effectively raising awareness in social networks","author":"zhang","year":"2015","journal-title":"Computational Social Networks"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TC.2013.2295802"},{"key":"ref33","first-page":"1489","article-title":"Estimation of causal peer influence effects","volume":"28","author":"toulis","year":"2013","journal-title":"Proc ICML PMLR"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1177\/0049124111404820"},{"key":"ref31","article-title":"Factchecking effect on viral hoaxes: A model of misinformation spread in social networks","author":"tambuscio","year":"2015","journal-title":"Proc ACM WWW"},{"key":"ref30","author":"sussman","year":"2017","journal-title":"Elements of estimation theory for causal effects in the presence of network interference"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"280","DOI":"10.1609\/icwsm.v11i1.14871","article-title":"online human-bot interactions: Detection, estimation, and characterization","author":"varol","year":"2017","journal-title":"Proc AAAI ICWSM"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487695"},{"key":"ref35","article-title":"Exhibit of the user account handles that Twitter has identified as being tied to Russia's","year":"2017","journal-title":"Internet Research Agency"},{"key":"ref34","year":"0"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2501025.2501027"},{"key":"ref11","author":"kao","year":"2017","journal-title":"Causal Inference Under Network Interference A Framework for Experiments on Social Networks"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.4086\/toc.2015.v011a004"},{"key":"ref13","first-page":"259","article-title":"Tractable models for information diffusion in social networks","author":"kimura","year":"2006","journal-title":"Proc European PKDD"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1137\/S0036144503424786"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150479"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1281192.1281239"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2014.6883932"},{"key":"ref18","article-title":"The far-right American nationalist who tweeted #MacronLeaks","author":"marantz","year":"2017","journal-title":"The New Yorker"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.159"},{"key":"ref28","article-title":"Time spent per day with digital versus traditional media in the United States from 2011 to 2018","year":"2018","journal-title":"The Statisticain"},{"key":"ref4","first-page":"13","article-title":"On the nature and content of new generation warfare","volume":"10","author":"col chekinov","year":"2013","journal-title":"Military Thought"},{"key":"ref27","first-page":"5925","article-title":"Network discovery using content and homophily","author":"smith","year":"2018","journal-title":"Proc IEEE ICASSP"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963499"},{"key":"ref6","article-title":"The follower factory","author":"confessore","year":"2018","journal-title":"The New York Times"},{"key":"ref29","article-title":"Examining trolls and polarization with a retweet network","author":"stewart","year":"2018","journal-title":"Proc ACM WSDM Workshop on Misinformation and Misbehavior Mining on the Web"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557047"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.1201\/b16018","author":"gelman","year":"2013","journal-title":"Bayesian Data Analysis"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s13278-014-0214-4"},{"key":"ref2","author":"borger","year":"2017","journal-title":"US official says France warned about Russian hacking before Macron leak"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139025751"},{"key":"ref1","author":"berger","year":"2017","journal-title":"The methodology of the Hamilton 68 dashboard"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM.2012.6415780"},{"key":"ref22","article-title":"Cybersecurity threats and defense strategy [video file]","author":"adm rogers","year":"2017","journal-title":"C-SPAN"},{"key":"ref21","author":"peixoto","year":"2014","journal-title":"The Graph-tool Python Library"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2158885"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/70.1.41"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2336613"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2005.845428"}],"event":{"name":"2018 IEEE Statistical Signal Processing Workshop (SSP)","location":"Freiburg","start":{"date-parts":[[2018,6,10]]},"end":{"date-parts":[[2018,6,13]]}},"container-title":["2018 IEEE Statistical Signal Processing Workshop (SSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8411683\/8450682\/08450823.pdf?arnumber=8450823","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,10]],"date-time":"2024-07-10T03:04:28Z","timestamp":1720580668000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8450823\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/ssp.2018.8450823","relation":{},"subject":[],"published":{"date-parts":[[2018,6]]}}}