{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T02:17:12Z","timestamp":1776046632840,"version":"3.50.1"},"publisher-location":"Singapore","reference-count":28,"publisher":"Springer Singapore","isbn-type":[{"value":"9789811533792","type":"print"},{"value":"9789811533808","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-981-15-3380-8_49","type":"book-chapter","created":{"date-parts":[[2020,3,3]],"date-time":"2020-03-03T00:04:40Z","timestamp":1583193880000},"page":"562-573","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":37,"title":["Fake News Types and Detection Models on Social Media A State-of-the-Art Survey"],"prefix":"10.1007","author":[{"given":"Botambu","family":"Collins","sequence":"first","affiliation":[]},{"given":"Dinh Tuyen","family":"Hoang","sequence":"additional","affiliation":[]},{"given":"Ngoc Thanh","family":"Nguyen","sequence":"additional","affiliation":[]},{"given":"Dosam","family":"Hwang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,3,3]]},"reference":[{"key":"49_CR1","doi-asserted-by":"crossref","unstructured":"Granik, M., Mesyura, V.: Fake news detection using naive Bayes classifier. In: 2017 IEEE 1st Ukraine Conference on Electrical and Computer Engineering, UKRCON 2017 (2017)","DOI":"10.1109\/UKRCON.2017.8100379"},{"key":"49_CR2","doi-asserted-by":"crossref","unstructured":"Klyuev, V.: Fake news filtering: semantic approaches. In: 2018 7th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO), pp. 9\u201315 (2019)","DOI":"10.1109\/ICRITO.2018.8748506"},{"key":"49_CR3","volume-title":"Detecting Fake News on Social Media","author":"S Kai","year":"2019","unstructured":"Kai, S., Huan, L.: Detecting Fake News on Social Media. Morgan Publishers, San Rafael (2019)"},{"key":"49_CR4","doi-asserted-by":"crossref","unstructured":"Zhou, X., Zafarani, R.: Fake news: a survey of research, detection methods (2018)","DOI":"10.1145\/3289600.3291382"},{"issue":"6","key":"49_CR5","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1109\/MITP.2017.4241459","volume":"19","author":"N Kshetri","year":"2017","unstructured":"Kshetri, N., Voas, J.: The economics of \u2018fake news\u2019. IT Prof. 19(6), 9 (2017)","journal-title":"IT Prof."},{"key":"49_CR6","first-page":"3519","volume":"11","author":"M Tanikawa","year":"2017","unstructured":"Tanikawa, M.: What is news? What is the newspaper? The physical, functional, and stylistic transformation of print newspapers. Int. J. Commun. 11, 3519\u20133540 (2017)","journal-title":"Int. J. Commun."},{"key":"49_CR7","volume-title":"Deciding What\u2019s News: A Study of CBS Evening News","author":"HJ Gans","year":"2004","unstructured":"Gans, H.J.: Deciding What\u2019s News: A Study of CBS Evening News. NWU Press, New York (2004)"},{"issue":"2","key":"49_CR8","doi-asserted-by":"publisher","first-page":"497","DOI":"10.1177\/1077699018769906","volume":"95","author":"J Brummette","year":"2018","unstructured":"Brummette, J., DiStaso, M., Vafeiadis, M., Messner, M.: Read all about it: the politicization of \u2018fake news\u2019 on Twitter. Journal. Mass Commun. Q. 95(2), 497 (2018)","journal-title":"Journal. Mass Commun. Q."},{"issue":"2","key":"49_CR9","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1080\/21670811.2017.1360143","volume":"6","author":"EC Tandoc","year":"2018","unstructured":"Tandoc, E.C., Lim, Z.W., Ling, R.: Defining \u2018fake news\u2019: a typology of scholarly definitions. Digit. Journal. 6(2), 137\u2013153 (2018)","journal-title":"Digit. Journal."},{"issue":"63","key":"49_CR10","first-page":"94","volume":"59","author":"DMJ Lazer","year":"2018","unstructured":"Lazer, D.M.J., et al.: The science of fake news. Science 59(63), 94\u2013106 (2018)","journal-title":"Science"},{"key":"49_CR11","unstructured":"Karata\u015f, A., \u015eahin, S.: A review on social bot detection techniques and research directions. In: ISCTurkey 10th International Information Security and Cryptology Conference, At Ankara, Turkey, no. i, pp. 156\u2013161 (2017)"},{"key":"49_CR12","unstructured":"Aniyath, A.: A survey on fake news detection: data mining perspective, vol. 6, no. 1, January 2019"},{"key":"49_CR13","unstructured":"Oshikawa, R., Qian, J., Wang, W.: A survey on NLP for fake news detection (2018)"},{"key":"49_CR14","doi-asserted-by":"crossref","unstructured":"Campan, A., Cuzzocrea, A., Truta, T.M.: Fighting fakes news spread in online social networks: actual trends and future research directions. In: IEEE BIGDATA, pp. 4453\u20134457 (2017)","DOI":"10.1109\/BigData.2017.8258484"},{"key":"49_CR15","doi-asserted-by":"crossref","unstructured":"Dickerson, J.P., Kagan, V., Subrahmanian, V.S.: Using sentiment to detect bots on Twitter: are humans more opinionated than bots? In: Proceedings of the ASONAM, pp. 620\u2013627 (2014)","DOI":"10.1109\/ASONAM.2014.6921650"},{"key":"49_CR16","unstructured":"Freeman, D., Hwa, T.: Detecting fake accounts in social networks, pp. 91\u2013101 (2015)"},{"key":"49_CR17","doi-asserted-by":"crossref","unstructured":"Roozenbeek, J., van der Linden, S.: Fake news game confers psychological resistance against online misinformation. Palgrave Commun. 5(65) (2019)","DOI":"10.1057\/s41599-019-0279-9"},{"key":"49_CR18","doi-asserted-by":"crossref","unstructured":"Biyani, P., Tsioutsiouliklis, K., Blackmer, J.: 8 amazing secrets for getting more clicks: detecting clickbaits in news streams using article informality. In: AAAI, pp. 94\u2013100 (2016)","DOI":"10.1609\/aaai.v30i1.9966"},{"issue":"1","key":"49_CR19","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/pra2.2015.145052010083","volume":"52","author":"VL Rubin","year":"2015","unstructured":"Rubin, V.L., Chen, Y., Conroy, N.J.: Deception detection for news: three types of fakes. Proc. Assoc. Inf. Sci. Technol. 52(1), 1\u20134 (2015)","journal-title":"Proc. Assoc. Inf. Sci. Technol."},{"issue":"2","key":"49_CR20","first-page":"94","volume":"3","author":"S Sucipto","year":"2018","unstructured":"Sucipto, S., Tammam, A.G., Indriati, R.: Hoax detection at social media with text mining clarification system-based. JIPI 3(2), 94\u2013100 (2018)","journal-title":"JIPI"},{"issue":"7","key":"49_CR21","doi-asserted-by":"publisher","first-page":"2521","DOI":"10.1073\/pnas.1806781116","volume":"116","author":"G Pennycook","year":"2019","unstructured":"Pennycook, G., Rand, D.: Fighting misinformation on social media using crowdsourced judgments of news source quality. Proc. Natl. Acad. 116(7), 2521 (2019)","journal-title":"Proc. Natl. Acad."},{"key":"49_CR22","volume-title":"Crowdsourcing","author":"DC Brabham","year":"1982","unstructured":"Brabham, D.C.: Crowdsourcing. MIT Press, Massachusetts (1982)"},{"issue":"1","key":"49_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/meet.2011.14504801098","volume":"48","author":"Victoria L. Rubin","year":"2011","unstructured":"Rubin, V.L., Conroy, N.J.: Challenges in automated deception detection in computer-mediated communication. Proc. ASIST Annu. Meet. 48 (2011)","journal-title":"Proceedings of the American Society for Information Science and Technology"},{"key":"49_CR24","unstructured":"Mahid, Z.I., Manickam, S., Karuppayah, S.: Detection techniques. In: ACCA, pp. 1\u20135 (2018)"},{"key":"49_CR25","unstructured":"Della Vedova, M.L., Tacchini, E., Moret, S., Ballarin, G., Dipierro, M.: Automatic online fake news detection combining content and social signals, vol. 79, pp. 273\u2013279 (1957)"},{"key":"49_CR26","doi-asserted-by":"crossref","unstructured":"Shabani, S., Sokhn, M.: Hybrid machine-crowd approach for fake news detection. In: Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, CIC 2018, pp. 299\u2013306 (2018)","DOI":"10.1109\/CIC.2018.00048"},{"key":"49_CR27","doi-asserted-by":"crossref","unstructured":"Wang, W.Y.: Liar, liar pants on fire\u2019: a new benchmark dataset for fake news detection. In: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pp. 422\u2013426 (2017)","DOI":"10.18653\/v1\/P17-2067"},{"issue":"2","key":"49_CR28","doi-asserted-by":"publisher","first-page":"208","DOI":"10.1080\/01969722.2019.1565117","volume":"50","author":"DT Dang","year":"2019","unstructured":"Dang, D.T., Nguyen, N.T., Hwang, D.: Multi-step consensus: an effective approach for determining consensus in large collectives. Cybern. Syst. 50(2), 208\u2013229 (2019)","journal-title":"Cybern. Syst."}],"container-title":["Communications in Computer and Information Science","Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-15-3380-8_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T07:11:10Z","timestamp":1665990670000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-15-3380-8_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9789811533792","9789811533808"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-981-15-3380-8_49","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"3 March 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Phuket","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 March 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 March 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2020\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}