{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T15:23:24Z","timestamp":1782314604578,"version":"3.54.5"},"reference-count":49,"publisher":"Informa UK Limited","issue":"13","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Behaviour &amp; Information Technology"],"published-print":{"date-parts":[[2023,10,3]]},"DOI":"10.1080\/0144929x.2022.2116599","type":"journal-article","created":{"date-parts":[[2022,8,26]],"date-time":"2022-08-26T10:41:06Z","timestamp":1661510466000},"page":"2296-2307","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":11,"title":["Personality and emotion based cyberbullying detection on YouTube using ensemble classifiers"],"prefix":"10.1080","volume":"42","author":[{"given":"Vimala","family":"Balakrishnan","sequence":"first","affiliation":[{"name":"Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"See Kiat","family":"Ng","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,8,26]]},"reference":[{"key":"e_1_3_4_2_1","unstructured":"Agarwal S. and A. Sureka. 2017. \u201cCharacterizing Linguistic Attributes for Automatic Classification of Intent Based Racist\/Radicalized Posts on Tumblr Micro-blogging Website.\u201d arXiv preprint arXiv:1701.04931."},{"key":"e_1_3_4_3_1","doi-asserted-by":"publisher","DOI":"10.2196\/19556"},{"key":"e_1_3_4_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2016.05.051"},{"key":"e_1_3_4_5_1","doi-asserted-by":"publisher","DOI":"10.1017\/sjp.2017.73"},{"key":"e_1_3_4_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2010.03.018"},{"key":"e_1_3_4_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2019.101710"},{"key":"e_1_3_4_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2019.01.024"},{"key":"e_1_3_4_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adolescence.2014.05.009"},{"key":"e_1_3_4_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2021.106876"},{"key":"e_1_3_4_11_1","unstructured":"Bernazzani S. 2017. \u201cHow Twitter is Fighting Harassment and Cyberbullying.\u201d Accessed July 25 2019. https:\/\/blog.-hubspot.com\/marketing\/twitter-harassment-cyberbullying."},{"key":"e_1_3_4_12_1","doi-asserted-by":"publisher","DOI":"10.1108\/K-01-2021-0061"},{"key":"e_1_3_4_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115001"},{"key":"e_1_3_4_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-71115-3_21"},{"key":"e_1_3_4_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pse.2016.02.003"},{"key":"e_1_3_4_16_1","first-page":"129","article-title":"The Effect of Personality on Cyberbullying among University Students in Turkey","volume":"49","author":"\u00c7elik S.","year":"2012","unstructured":"\u00c7elik, S., H. Atak, and A. Erguzen. 2012. \u201cThe Effect of Personality on Cyberbullying among University Students in Turkey.\u201d Eurasian Journal of Educational Research 49: 129\u2013150.","journal-title":"Eurasian Journal of Educational Research"},{"key":"e_1_3_4_17_1","first-page":"197","article-title":"Privacy Management of Adolescent Facebook Profiles","volume":"48","author":"Chamarro A.","year":"2016","unstructured":"Chamarro, A., E. Beltr\u00e1n, U. Oberst, A. Torres, and A. Gesti\u00f3n. 2016. \u201cPrivacy Management of Adolescent Facebook Profiles.\u201d Rev. Medios Educ 48: 197\u2013208.","journal-title":"Rev. Medios Educ"},{"key":"e_1_3_4_18_1","doi-asserted-by":"crossref","unstructured":"Chatzakou D. N. Kourtellis J. Blackburn E. De Cristofaro G. Stringhini and A. Vakali. 2017. \u201cMean Birds: Detecting Aggression and Bullying on Twitter\u201d. Proceedings of the 2017 ACM on Web Science Conference 13\u201322 New York: USA.","DOI":"10.1145\/3091478.3091487"},{"key":"e_1_3_4_19_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/808"},{"key":"e_1_3_4_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59065-9_20"},{"key":"e_1_3_4_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-36973-5_62"},{"key":"e_1_3_4_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2016.06.033"},{"key":"e_1_3_4_23_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2016.7899672"},{"key":"e_1_3_4_24_1","doi-asserted-by":"publisher","DOI":"10.1037\/0033-295X.99.3.550"},{"key":"e_1_3_4_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3022867"},{"key":"e_1_3_4_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10579-020-09509-1"},{"key":"e_1_3_4_27_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph17165705"},{"key":"e_1_3_4_28_1","doi-asserted-by":"publisher","DOI":"10.1080\/17405629.2011.643169"},{"key":"e_1_3_4_29_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-2958.2012.01442.x"},{"key":"e_1_3_4_30_1","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-7998-1684-3.ch004"},{"key":"e_1_3_4_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2014.05.009"},{"key":"e_1_3_4_32_1","unstructured":"Hasse A. S. Cortesi A. Lombana-Bermudez and U. Gasse. 2019. \u201cYouth and Cyberbullying: Another Look.\u201d Berkman Klein Center for Internet & Society No. 2019-4 http:\/\/nrs.harvard.edu\/urn-3:HUL.InstRepos:41672537."},{"key":"e_1_3_4_33_1","unstructured":"IBM. 2018. \u201cPersonality Insights \u2013 API Reference | IBM Watson Developer Cloud\u201d. https:\/\/www.ibm.com\/watson\/developercloud\/personality-insights\/api\/v3\/curl.html."},{"key":"e_1_3_4_34_1","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-7998-4912-4.ch007"},{"key":"e_1_3_4_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.mlwa.2021.100032"},{"key":"e_1_3_4_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2021.106883"},{"key":"e_1_3_4_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2020.108718"},{"key":"e_1_3_4_38_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-6494.1992.tb00970.x"},{"key":"e_1_3_4_39_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-2466.1974.tb00367.x"},{"key":"e_1_3_4_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2019.09.229"},{"key":"e_1_3_4_41_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/S19-2113"},{"key":"e_1_3_4_42_1","doi-asserted-by":"publisher","DOI":"10.1511\/2001.28.344"},{"issue":"3","key":"e_1_3_4_43_1","first-page":"135","article-title":"In the Service of Online Order: Tackling Cyber-Bullying with Machine Learning and Affect Analysis","volume":"1","author":"Ptaszynski M.","year":"2010","unstructured":"Ptaszynski, M., P. Dybala, T. Matsuba, F. Masui, R. Rzepka, T. Araki, and Y. Momouchi. 2010. \u201cIn the Service of Online Order: Tackling Cyber-Bullying with Machine Learning and Affect Analysis.\u201d International Journal of Computational Linguistics Research 1 (3): 135\u2013154.","journal-title":"International Journal of Computational Linguistics Research"},{"key":"e_1_3_4_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2021.106735"},{"key":"e_1_3_4_45_1","doi-asserted-by":"publisher","DOI":"10.14527\/pegegog.2017.008"},{"key":"e_1_3_4_46_1","doi-asserted-by":"publisher","DOI":"10.3390\/informatics7040052"},{"key":"e_1_3_4_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2016.10.063"},{"key":"e_1_3_4_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2016.12.055"},{"key":"e_1_3_4_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2019.05.061"},{"key":"e_1_3_4_50_1","unstructured":"Xu J.-M. K.-S. Jun X. Zhu and A. Bellmore. 2012. \u201cLearning from Bullying Traces in Social Media.\u201d Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 656\u2013666."}],"container-title":["Behaviour &amp; Information Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/0144929X.2022.2116599","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,29]],"date-time":"2023-09-29T13:01:07Z","timestamp":1695992467000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/0144929X.2022.2116599"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,26]]},"references-count":49,"journal-issue":{"issue":"13","published-print":{"date-parts":[[2023,10,3]]}},"alternative-id":["10.1080\/0144929X.2022.2116599"],"URL":"https:\/\/doi.org\/10.1080\/0144929x.2022.2116599","relation":{},"ISSN":["0144-929X","1362-3001"],"issn-type":[{"value":"0144-929X","type":"print"},{"value":"1362-3001","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,8,26]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tbit20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tbit20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2021-12-31","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-08-16","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-08-26","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}