{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T16:38:15Z","timestamp":1781109495245,"version":"3.54.1"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031140532","type":"print"},{"value":"9783031140549","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-14054-9_35","type":"book-chapter","created":{"date-parts":[[2022,8,10]],"date-time":"2022-08-10T17:02:44Z","timestamp":1660150964000},"page":"375-380","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Survey on Fake Accounts Detection Algorithms on Online Social Networks"],"prefix":"10.1007","author":[{"given":"Jad","family":"Shamseddine","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammad","family":"Malli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hussein","family":"Hazimeh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,8,11]]},"reference":[{"issue":"4","key":"35_CR1","first-page":"1735","volume":"7","author":"SY Wani","year":"2016","unstructured":"Wani, S.Y., Kirmani, M., Ansarullah, S.: Prediction of fake profiles on Facebook using supervised machine learning techniques-a theoretical model. Int. J. Comput. Scie. Inf. Technol. 7(4), 1735\u20131738 (2016)","journal-title":"Int. J. Comput. Scie. Inf. Technol."},{"key":"35_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1007\/978-3-642-12079-4_10","volume-title":"Advances in Social Computing","author":"D DeBarr","year":"2010","unstructured":"DeBarr, D., Wechsler, H.: Using social network analysis for spam detection. In: Chai, S.-K., Salerno, J.J., Mabry, P.L. (eds.) SBP 2010. LNCS, vol. 6007, pp. 62\u201369. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-12079-4_10"},{"key":"35_CR3","doi-asserted-by":"crossref","unstructured":"Conti, M., Poovendran, R., Secchiero, M.: Fakebook: detecting fake profiles in online social networks, pp. 1071\u20131078, August 2012","DOI":"10.1109\/ASONAM.2012.185"},{"key":"35_CR4","doi-asserted-by":"crossref","unstructured":"Stein, T., Chen, E., Mangla, K.: Facebook immune system. In: Proceedings of the 4th Workshop on Social Network Systems - SNS 2011 (2011)","DOI":"10.1145\/1989656.1989664"},{"key":"35_CR5","first-page":"31","volume":"9","author":"A Meligy","year":"2017","unstructured":"Meligy, A., Ibrahim, H., Torky, M.: Identity verification mechanism for detecting fake profiles in online social networks. Int. J. Comput. Netw. Inf. Secur. 9, 31\u201339 (2017)","journal-title":"Int. J. Comput. Netw. Inf. Secur."},{"key":"35_CR6","unstructured":"Rao, P., Gyani, J., Narsimha, D.G.: Fake profiles identification in online social networks using machine learning and NLP (2018)"},{"key":"35_CR7","unstructured":"Smruthi, M., Harini, N.: A hybrid scheme for detecting fake accounts in Facebook. Int. J. Recent Technol. Eng. (IJRTE) 7 (2019)"},{"key":"35_CR8","first-page":"11190","volume":"8","author":"S Shama","year":"2019","unstructured":"Shama, S., Nandini, K., Anjali, P., Manaswi, K.: Fake profile identification in online social networks. Int. J. Recent Technol. Eng. 8, 11190\u201311194 (2019)","journal-title":"Int. J. Recent Technol. Eng."},{"key":"35_CR9","doi-asserted-by":"crossref","unstructured":"Khaled, S., El-Tazi, N., Mokhtar, H.M.O.: Detecting fake accounts on social media. In: 2018 IEEE International Conference on Big Data (BigData), pp. 3672\u20133681 (2018)","DOI":"10.1109\/BigData.2018.8621913"},{"key":"35_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2018\/5923156","volume":"2018","author":"M Mohammadrezaei","year":"2018","unstructured":"Mohammadrezaei, M., Shiri, M., Rahmani, A.: Identifying fake accounts on social networks based on graph analysis and classification algorithms. Secur. Commun. Netw. 2018, 1\u20138 (2018)","journal-title":"Secur. Commun. Netw."},{"key":"35_CR11","doi-asserted-by":"crossref","unstructured":"Akyon, F., Kalfaoglu, E.: Instagram fake and automated account detection, September 2019","DOI":"10.1109\/ASYU48272.2019.8946437"},{"key":"35_CR12","doi-asserted-by":"crossref","unstructured":"Singh, Y., Banerjee, S.: Fake (Sybil) account detection using machine learning. SSRN Electron. J. (2019)","DOI":"10.2139\/ssrn.3462933"},{"key":"35_CR13","doi-asserted-by":"crossref","unstructured":"Xiao, C., Freeman, D., Hwa, T.: Detecting clusters of fake accounts in online social networks, pp. 91\u2013101, October 2015","DOI":"10.1145\/2808769.2808779"},{"issue":"1","key":"35_CR14","first-page":"2016","volume":"10","author":"A Elazab","year":"2016","unstructured":"Elazab, A., Mahmood, M., Hefny, H.: Fake account detection in Twitter based on minimum weighted feature set. Int. J. Comput. Electr. Autom. Control Inf. Eng. 10(1), 2016 (2016)","journal-title":"Int. J. Comput. Electr. Autom. Control Inf. Eng."},{"key":"35_CR15","doi-asserted-by":"publisher","first-page":"198","DOI":"10.18178\/ijmlc.2017.7.6.646","volume":"7","author":"A Khalil","year":"2017","unstructured":"Khalil, A., Hajjdiab, H., Al-Qirim, N.: Detecting fake followers in Twitter: a machine learning approach. Int. J. Mach. Learn. Comput. 7, 198\u2013202 (2017)","journal-title":"Int. J. Mach. Learn. Comput."},{"key":"35_CR16","first-page":"83","volume":"11","author":"A Dey","year":"2019","unstructured":"Dey, A., Reddy, H., Dey, M., Sinha, N., Joy, J.: Detection of fake accounts in Instagram using machine learning. Int. J. Comput. Sci. Inf. Technol. 11, 83\u201390 (2019)","journal-title":"Int. J. Comput. Sci. Inf. Technol."},{"key":"35_CR17","doi-asserted-by":"crossref","unstructured":"Gupta, A., Kaushal, R.: Towards detecting fake user accounts in Facebook. In: 2017 ISEA Asia Security and Privacy (ISEASP), pp. 1\u20136 (2017)","DOI":"10.1109\/ISEASP.2017.7976996"},{"key":"35_CR18","unstructured":"Rahman, M.D., Likhon, A.M., Rahman, A.S., Choudhury, M.H.: Detection of fake identities on Twitter using supervised machine learning, May 2019"},{"key":"35_CR19","unstructured":"Adikari, S., Dutta, K.: Identifying fake profiles in Linkedin. In: Proceedings - Pacific Asia Conference on Information Systems, PACIS 2014, January 2014"},{"key":"35_CR20","unstructured":"Mike, S.: Google sets April 2 closing date for Google+, download your photos and content before then. USA Today, 1 February 2019"}],"container-title":["Advances in Intelligent Systems and Computing","Proceedings of the ICR\u201922 International Conference on Innovations in Computing Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-14054-9_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,10]],"date-time":"2022-08-10T17:06:28Z","timestamp":1660151188000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-14054-9_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031140532","9783031140549"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-14054-9_35","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"11 August 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The International Conference on Innovations in Computing Research","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Athens","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 August 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 August 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icr12022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iicser.org\/icr22","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}