{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T10:41:32Z","timestamp":1779360092140,"version":"3.51.4"},"reference-count":46,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1109\/bigdata.2018.8621913","type":"proceedings-article","created":{"date-parts":[[2019,1,25]],"date-time":"2019-01-25T03:07:18Z","timestamp":1548385638000},"page":"3672-3681","source":"Crossref","is-referenced-by-count":97,"title":["Detecting Fake Accounts on Social Media"],"prefix":"10.1109","author":[{"given":"Sarah","family":"Khaled","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Neamat","family":"El-Tazi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hoda M. O.","family":"Mokhtar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"1205","article-title":"Efficient feature selection via analysis of relevance and redundancy","volume":"5","author":"yu","year":"2004","journal-title":"Journal of Machine Learning Research"},{"key":"ref38","first-page":"601","article-title":"Feature selection for high-dimensional genomic microarray data","volume":"1","author":"xing","year":"2001","journal-title":"ICML"},{"key":"ref33","article-title":"Fake followers check: A new free tool from socialbakers","year":"2018","journal-title":"Internet draft"},{"key":"ref32","article-title":"How to recognize twitter bots: 7 signals to look out for","year":"2012","journal-title":"Internet draft"},{"key":"ref31","year":"0","journal-title":"Internet draft"},{"key":"ref30","first-page":"223","article-title":"Towards detecting anomalous user behavior in online social networks","author":"viswanath","year":"2014","journal-title":"USENIX Security Symposium"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2013.2267732"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1015467.1015492"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/0098-3004(93)90090-R"},{"key":"ref34","first-page":"41","article-title":"Novel ensemble decision support and health care monitoring system","volume":"2","author":"salih","year":"2014","journal-title":"Journal of Network and Innovative Computing"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2808769.2808772"},{"key":"ref40","first-page":"376","article-title":"Algorithms for large scale markov blanket discovery","volume":"2","author":"tsamardinos","year":"2003","journal-title":"FLAIRS Conference"},{"key":"ref11","article-title":"Facebook publishes enforcement numbers for the first time","year":"2018","journal-title":"Internet draft"},{"key":"ref12","article-title":"How concerned are you that there are fake accounts and bots on social media platforms that are used to try to sell you things or influence you?","year":"2018","journal-title":"Internet draft"},{"key":"ref13","article-title":"Buying their way to twitter fame","year":"2012","journal-title":"Internet draft"},{"key":"ref14","article-title":"Welcome to the era of the bot as political boogeyman","year":"2017","journal-title":"Internet draft"},{"key":"ref15","article-title":"Human or &#x2019;bot&#x2019;? doubts over italian comic beppe grillo&#x2019;s twitter followers","year":"2018","journal-title":"Internet draft"},{"key":"ref16","article-title":"How fake news and hoaxes have tried to derail jakarta&#x2019;s election","year":"2017","journal-title":"Internet draft"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1900546.1900556"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/FGCT.2012.6476584"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2076732.2076746"},{"key":"ref28","first-page":"1","article-title":"You are how you click: Clickstream analysis for sybil detection","volume":"9","author":"wang","year":"2013","journal-title":"USENIX Security Symposium"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.eij.2015.11.004"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2015.09.003"},{"key":"ref3","article-title":"Statista.twitter: number of monthly active users 2010-2018","year":"2018","journal-title":"Internet draft"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2016.05.005"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/FGCT.2012.6476584"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.4102\/sajim.v19i1.744"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1007\/3-540-45748-8_24","article-title":"The sybil attack","author":"douceur","year":"2002","journal-title":"International Workshop on Peer-to-Peer Systems"},{"key":"ref7","article-title":"Banque populaire dis-moi combien damis tu as sur facebook, je te dirai si ta banque va taccorder un pr?t","year":"2013","journal-title":"Internet draft"},{"key":"ref2","article-title":"Quarterly earning reports","year":"2018","journal-title":"Internet draft"},{"key":"ref9","article-title":"Cbc.facebook shares drop on news of fake accounts","year":"2012","journal-title":"Internet draft"},{"key":"ref1","article-title":"Political advertising spending on facebook between 2014 and 2018","year":"2018","journal-title":"Internet draft"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/72.761725"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCI.2017.8117694"},{"key":"ref45","first-page":"1","article-title":"A study on sigmoid kernels for svm and the training of non-psd kernels by smo-type methods","volume":"3","author":"lin","year":"2003","journal-title":"Neural Computation"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2068816.2068840"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2332820"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1007\/978-1-59745-530-5_9","article-title":"Multiple linear regression","author":"eberly","year":"2007","journal-title":"Topics in Biostatistics"},{"key":"ref24","first-page":"15","article-title":"Aiding the detection of fake accounts in large scale social online services","author":"cao","year":"2012","journal-title":"Proceedings of the 9th USENIX Conference on Networked Systems Design and Implementation"},{"key":"ref41","author":"koller","year":"1996","journal-title":"Toward Optimal Feature Selection"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1963192.1963301"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref26","first-page":"278","article-title":"Identifying fake profiles in linkedin","author":"adikari","year":"2014","journal-title":"PACIS"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1002\/0471264385.wei0219"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2013.33"}],"event":{"name":"2018 IEEE International Conference on Big Data (Big Data)","location":"Seattle, WA, USA","start":{"date-parts":[[2018,12,10]]},"end":{"date-parts":[[2018,12,13]]}},"container-title":["2018 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8610059\/8621858\/08621913.pdf?arnumber=8621913","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T23:11:14Z","timestamp":1643238674000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8621913\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/bigdata.2018.8621913","relation":{},"subject":[],"published":{"date-parts":[[2018,12]]}}}