{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T16:21:20Z","timestamp":1776788480147,"version":"3.51.2"},"reference-count":49,"publisher":"Informa UK Limited","issue":"6","funder":[{"DOI":"10.13039\/501100010418","name":"Institute of Information & Communications Technology Planning & Evaluation","doi-asserted-by":"publisher","award":["IITP-2020-0-01816"],"award-info":[{"award-number":["IITP-2020-0-01816"]}],"id":[{"id":"10.13039\/501100010418","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003725","name":"National Research Foundation of Korea","doi-asserted-by":"publisher","award":["NRF-2020R1C1C1004324"],"award-info":[{"award-number":["NRF-2020R1C1C1004324"]}],"id":[{"id":"10.13039\/501100003725","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Behaviour & Information Technology"],"published-print":{"date-parts":[[2023,4,26]]},"DOI":"10.1080\/0144929x.2022.2042737","type":"journal-article","created":{"date-parts":[[2022,2,28]],"date-time":"2022-02-28T00:17:20Z","timestamp":1646007440000},"page":"775-788","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":8,"title":["Can we predict the Billboard music chart winner? Machine learning prediction based on Twitter artist-fan interactions"],"prefix":"10.1080","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0318-5296","authenticated-orcid":false,"given":"Jihwan","family":"Aum","sequence":"first","affiliation":[{"name":"Department of Interaction Science, Sungkyunkwan University, Seoul, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jisu","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Interaction Science, Sungkyunkwan University, Seoul, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3177-3538","authenticated-orcid":false,"given":"Eunil","family":"Park","sequence":"additional","affiliation":[{"name":"Department of Interaction Science, Sungkyunkwan University, Seoul, Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"301","published-online":{"date-parts":[[2022,2,27]]},"reference":[{"key":"CIT0001","doi-asserted-by":"crossref","unstructured":"Abdullah-All-Tanvir, Mahir, E. M., S. Akhter, and M. R. Huq. 2019. \u201cDetecting Fake News Using Machine Learning and Deep Learning Algorithms.\u201d In 2019 7th International Conference on Smart Computing & Communications (ICSCC), Sarawak, Malaysia, 1\u20135.","DOI":"10.1109\/ICSCC.2019.8843612"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.1080\/03007766.2016.1264101"},{"key":"CIT0003","unstructured":"Batra, P. K., A. Saxena, S. Shruti, and C. Goel. 2020. \u201cElection Result Prediction Using Twitter Sentiments Analysis.\u201d In 2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC), Waknaghat, India, 182\u2013185."},{"key":"CIT0004","doi-asserted-by":"publisher","DOI":"10.17265\/2159-5313\/2016.09.003"},{"key":"CIT0005","unstructured":"Bockstedt, J., R. J. Kauffman, and F. J. Riggins. 2005. \u201cThe Move to Artist-led Online Music Distribution: Explaining Structural Changes in the Digital Music Market.\u201d In Proceedings of the 38th Annual Hawaii International Conference on System Sciences, Big Island, HI, USA, 1\u201310."},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2015.0582"},{"key":"CIT0007","doi-asserted-by":"publisher","DOI":"10.1145\/3097286.3097316"},{"key":"CIT0008","doi-asserted-by":"crossref","unstructured":"Davidson, T., D. Warmsley, M. Macy, and I. Weber. 2017. \u201cAutomated Hate Speech Detection and the Problem of Offensive Language.\u201d In Proceedings of the International AAAI Conference on Web and Social Media, Montr\u00e9al, Qu\u00e9bec, Canada, Vol. 11, 512\u2013515. AAAI.","DOI":"10.1609\/icwsm.v11i1.14955"},{"key":"CIT0009","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0142390"},{"key":"CIT0010","doi-asserted-by":"crossref","unstructured":"Hu, G., P. Bhargava, S. Fuhrmann, S. Ellinger, and N. Spasojevic. 2017. \u201cAnalyzing Users' Sentiment Towards Popular Consumer Industries and Brands on Twitter.\u201d In 2017 IEEE International Conference on Data Mining Workshops (ICDMW), New Orleans, LA, USA, 381\u2013388.","DOI":"10.1109\/ICDMW.2017.55"},{"key":"CIT0011","doi-asserted-by":"publisher","DOI":"10.1093\/jcr\/ucx104"},{"key":"CIT0012","doi-asserted-by":"publisher","DOI":"10.1177\/0308518X18777497"},{"key":"CIT0013","first-page":"2790","volume":"8","author":"Jung S.","year":"2014","journal-title":"International Journal of Communication"},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.5220\/0006484303630370"},{"key":"CIT0015","doi-asserted-by":"crossref","unstructured":"Kim, Y. 2014. \u201cConvolutional Neural Networks for Sentence Classification.\u201d In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), 1746\u20131751. Association for Computational Linguistics. https:\/\/www.aclweb.org\/anthology\/D14-1181.","DOI":"10.3115\/v1\/D14-1181"},{"key":"CIT0016","doi-asserted-by":"publisher","DOI":"10.1016\/j.tele.2021.101688"},{"key":"CIT0017","doi-asserted-by":"crossref","unstructured":"Kim, Y. J., Y. G. Cheong, and J. H. Lee. 2019. \u201cPrediction of a Movie's Success From Plot Summaries Using Deep Learning Models.\u201d In Proceedings of the Second Workshop on Storytelling, 127\u2013135. Association for Computational Linguistics. https:\/\/aclanthology.org\/W19-3414.","DOI":"10.18653\/v1\/W19-3414"},{"key":"CIT0018","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-021-03366-8"},{"key":"CIT0019","doi-asserted-by":"publisher","DOI":"10.1016\/j.entcom.2021.100441"},{"key":"CIT0020","doi-asserted-by":"publisher","DOI":"10.1108\/DTA-06-2020-0123"},{"key":"CIT0021","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2020.102381"},{"issue":"23","key":"CIT0022","first-page":"5674","volume":"11","author":"Kim S.","year":"2016","journal-title":"The Social Sciences"},{"key":"CIT0023","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2020.106419"},{"issue":"1","key":"CIT0024","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41598-019-56847-4","volume":"10","author":"Kim J.","year":"2020","journal-title":"Scientific Reports"},{"key":"CIT0025","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2016.03.083"},{"key":"CIT0026","doi-asserted-by":"crossref","unstructured":"Kim, Y., B. Suh, and K. Lee. 2014. \u201c# Nowplaying the Future Billboard: Mining Music Listening Behaviors of Twitter Users for hit Song Prediction.\u201d In Proceedings of the First International Workshop on Social Media Retrieval and Analysis, Queensland, Gold Coast, Australia, 51\u201356.","DOI":"10.1145\/2632188.2632206"},{"key":"CIT0027","volume-title":"3rd International Conference on Learning Representations, ICLR 2015","author":"Kingma D. P.","year":"2015"},{"key":"CIT0028","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3390\/computers1010001","volume":"1","author":"Krippendorff K.","year":"2011","journal-title":"Computing"},{"key":"CIT0029","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3043221"},{"key":"CIT0030","doi-asserted-by":"crossref","unstructured":"Kumpulainen, I., E. Praks, T. Korhonen, A. Ni, V. Rissanen, and J. Vankka. 2020. \u201cPredicting Eurovision Song Contest Results Using Sentiment Analysis.\u201d In Conference on Artificial Intelligence and Natural Language, Helsinki, Finland, 87\u2013108.","DOI":"10.1007\/978-3-030-59082-6_7"},{"key":"CIT0031","doi-asserted-by":"publisher","DOI":"10.1016\/j.intmar.2013.12.003"},{"key":"CIT0032","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2014.04.019"},{"key":"CIT0033","volume-title":"Popular Music as Promotion: Music and Branding in the Digital Age","author":"Meier L. M.","year":"2017"},{"key":"CIT0034","doi-asserted-by":"crossref","unstructured":"Monika, R., S. Deivalakshmi, and B. Janet. 2019. \u201cSentiment Analysis of Us Airlines Tweets Using LSTM\/RNN.\u201d In 2019 IEEE 9th International Conference on Advanced Computing (IACC), Tiruchirappalli, India, 92\u201395.","DOI":"10.1109\/IACC48062.2019.8971592"},{"key":"CIT0035","unstructured":"Nguyen, J. 2019. \u201cHow Billboard's Charting Formula Has Changed Over the Years.\u201d https:\/\/www.marketplace.org\/2019\/06\/12\/how-billboards-charting-formula-has-changed-over-the-decades\/."},{"key":"CIT0036","doi-asserted-by":"crossref","unstructured":"Oh, S., J. Kim, S. Lee, and E. Park. 2021. \u201cJujeop: Korean Puns for k-Pop Stars on Social Media.\u201d In Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media, Stroudsburg, PA, US, 170\u2013177.","DOI":"10.18653\/v1\/2021.socialnlp-1.15"},{"key":"CIT0037","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-49430-8_3"},{"key":"CIT0038","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-39940-9_565"},{"key":"CIT0039","first-page":"423","volume":"4","author":"Saraswati L. A.","year":"2020","journal-title":"KnE Social Sciences"},{"key":"CIT0040","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"CIT0041","unstructured":"Staff, B. 2011. About US. https:\/\/www.billboard.com\/articles\/news\/467859\/about-us."},{"key":"CIT0042","doi-asserted-by":"crossref","unstructured":"Treboux, J., D. Genoud, and R. Ingold. 2018. \u201cDecision Tree Ensemble vs. NN Deep Learning: Efficiency Comparison for a Small Image Dataset.\u201d In 2018 International Workshop on Big Data and Information Security (IWBIS), Jakarta, Indonesia, 25\u201330.","DOI":"10.1109\/IWBIS.2018.8471704"},{"key":"CIT0043","unstructured":"Trust, G. 2013. \u201cAsk Billboard: How Does the Hot 100 Work?\u201d https:\/\/www.billboard.com\/articles\/columns\/ask-billboard\/5740625\/ask-09billboard-how-does-the-hot-100-work."},{"key":"CIT0044","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-017-0486-z"},{"key":"CIT0045","doi-asserted-by":"publisher","DOI":"10.1108\/QMR-06-2013-0041"},{"issue":"2","key":"CIT0046","first-page":"46","volume":"1","author":"Winter C.","year":"2012","journal-title":"International Journal of Music Business Research"},{"key":"CIT0047","doi-asserted-by":"publisher","DOI":"10.1108\/JSTP-11-2018-0243"},{"key":"CIT0048","doi-asserted-by":"publisher","DOI":"10.1631\/jzus.2005.A0049"},{"key":"CIT0049","unstructured":"Zaremba, W., I. Sutskever, and O. Vinyals. 2014. \u201cRecurrent Neural Network Regularization.\u201d arXiv preprint arXiv:1409.2329."}],"container-title":["Behaviour & Information Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/0144929X.2022.2042737","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,4]],"date-time":"2023-05-04T12:51:51Z","timestamp":1683204711000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/0144929X.2022.2042737"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,27]]},"references-count":49,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2023,4,26]]}},"alternative-id":["10.1080\/0144929X.2022.2042737"],"URL":"https:\/\/doi.org\/10.1080\/0144929x.2022.2042737","relation":{},"ISSN":["0144-929X","1362-3001"],"issn-type":[{"value":"0144-929X","type":"print"},{"value":"1362-3001","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,27]]},"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":"2021-05-16","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-02-09","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-02-27","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}