{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T15:57:38Z","timestamp":1783526258322,"version":"3.55.0"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002701","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002701","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2020S1A5A2A01046634"],"award-info":[{"award-number":["NRF-2020S1A5A2A01046634"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3294613","type":"journal-article","created":{"date-parts":[[2023,7,12]],"date-time":"2023-07-12T17:24:31Z","timestamp":1689182671000},"page":"71517-71527","source":"Crossref","is-referenced-by-count":60,"title":["Constructing a User-Centered Fake News Detection Model by Using Classification Algorithms in Machine Learning Techniques"],"prefix":"10.1109","volume":"11","author":[{"given":"Minjung","family":"Park","sequence":"first","affiliation":[{"name":"Ewha School of Business, Ewha Womans University, Seodaemun-gu, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4889-7737","authenticated-orcid":false,"given":"Sangmi","family":"Chai","sequence":"additional","affiliation":[{"name":"Ewha School of Business, Ewha Womans University, Seodaemun-gu, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/pra2.2015.145052010082"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.25300\/MISQ\/2019\/15188"},{"key":"ref15","article-title":"Automatic detection of fake news","author":"p\u00e9rez-rosas","year":"2017","journal-title":"arXiv 1708 07104"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1317"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1089\/big.2020.0062"},{"key":"ref11","article-title":"AI tools on fake news detection: An overview and comparative study","author":"salazar","year":"2020"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-021-00646-9"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2823465.2823467"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/UKRCON.2017.8100379"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2014.91"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2492517.2492637"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P17-2067"},{"key":"ref50","first-page":"1","article-title":"Fake news and deepfakes: A dangerous threat for 21st century information security","author":"botha","year":"2020","journal-title":"Proc 15th Int Conf Cyber Warfare Secur (ICCWS)"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2013.01.045"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/HICSS.2014.330"},{"key":"ref48","author":"miller","year":"2023","journal-title":"Human Writer or AI? Scholars Build a Detection Tool"},{"key":"ref47","author":"karimi","year":"2020","journal-title":"Hundreds Die of Poisoning in Iran as Fake News Suggests Methanol Cure for Virus"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.resconrec.2020.105381"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s40708-017-0065-7"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11213518"},{"key":"ref43","first-page":"1089","article-title":"No unbiased estimator of the variance of K-fold cross-validation","volume":"5","author":"bengio","year":"2004","journal-title":"J Mach Learn Res"},{"key":"ref49","article-title":"Detecting fake news using machine learning: A systematic literature review","author":"ahmed","year":"2021","journal-title":"arXiv 2102 04458"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2018.2877280"},{"key":"ref7","article-title":"An exploratory study on fake news using topic modeling: Focused on fake news published in the online journalism","author":"kim","year":"2017"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3181184"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3389\/fcomm.2021.661801"},{"key":"ref3","article-title":"A survey of information cascade analysis: Models, predictions, and recent advances","author":"zhou","year":"2020","journal-title":"arXiv 2005 11041"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1080\/21670811.2017.1360143"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.23919\/FRUCT.2018.8468301"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772751"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.4236\/sn.2013.24016"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2009.105"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"13","DOI":"10.36498\/kbigdt.2018.3.1.13","article-title":"News based stock market sentiment lexicon acquisition using Word2Vec","volume":"3","author":"kim","year":"2018","journal-title":"The Korean Journal of Bigdata"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.physa.2022.127546"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v4i1.14033"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2013.06.003"},{"key":"ref32","first-page":"195","article-title":"Cultural dimensions in Twitter: Time, individualism and power","author":"garcia-gavilanes","year":"2013","journal-title":"Proc 7th Int AAAI Conf Weblogs Social Media"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2908056"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3530257"},{"key":"ref39","first-page":"1174","article-title":"Machine learning algorithms: A review","volume":"7","author":"dey","year":"2016","journal-title":"Int J Comput Sci Inf Technol"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1126\/science.aao2998"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.5465\/amr.1998.533225"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.2307\/25148667"},{"key":"ref26","first-page":"28","article-title":"Building a network theory of social capital","volume":"22","author":"lin","year":"1999","journal-title":"Connections"},{"key":"ref25","first-page":"177","article-title":"The dynamics of innovation and social capital in social enterprises: A relational sense-making perspective","author":"dawson","year":"2011","journal-title":"Proc Massey Univ Social Innov Entrepreneurship Conf"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/pra2.2015.145052010083"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2020.3032323"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICWS.2017.108"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2700060"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2006.04.001"},{"key":"ref29","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0022656","article-title":"Modeling users’ activity on Twitter networks: Validation of Dunbar’s number","volume":"6","author":"gon\u00e7alves","year":"2011","journal-title":"PLoS ONE"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10179862.pdf?arnumber=10179862","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T18:33:06Z","timestamp":1691433186000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10179862\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3294613","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}