{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T13:14:07Z","timestamp":1781615647138,"version":"3.54.5"},"reference-count":84,"publisher":"Informa UK Limited","issue":"5","license":[{"start":{"date-parts":[[2022,2,7]],"date-time":"2022-02-07T00:00:00Z","timestamp":1644192000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Behaviour & Information Technology"],"published-print":{"date-parts":[[2023,4,4]]},"DOI":"10.1080\/0144929x.2022.2030798","type":"journal-article","created":{"date-parts":[[2022,2,7]],"date-time":"2022-02-07T23:30:59Z","timestamp":1644276659000},"page":"545-568","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":43,"title":["What really matters?: characterising and predicting user engagement of news postings using multiple platforms, sentiments and topics"],"prefix":"10.1080","volume":"42","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1188-5724","authenticated-orcid":false,"given":"Kholoud Khalil","family":"Aldous","sequence":"first","affiliation":[{"name":"College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jisun","family":"An","sequence":"additional","affiliation":[{"name":"School of Information Systems, Singapore Management University, Singapore, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bernard J.","family":"Jansen","sequence":"additional","affiliation":[{"name":"Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,2,7]]},"reference":[{"key":"CIT0001","doi-asserted-by":"publisher","DOI":"10.1080\/21670811.2017.1387062"},{"key":"CIT0002","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3312810"},{"key":"CIT0003","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-34971-4_12"},{"key":"CIT0004","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-34971-4_22"},{"key":"CIT0005","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v13i01.3208"},{"key":"CIT0006","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2018.08.001"},{"key":"CIT0007","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01129-1_3"},{"key":"CIT0008","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-014-0012-2"},{"key":"CIT0009","doi-asserted-by":"publisher","DOI":"10.1145\/2660460.2660469"},{"key":"CIT0010","doi-asserted-by":"publisher","DOI":"10.1002\/asi.23096"},{"key":"CIT0011","unstructured":"Attfield, Simon, Gabriella Kazai, Mounia Lalmas, and Benjamin Piwowarski. 2011. \u201cTowards a Science of User Engagement (Position Paper).\u201d In WSDM Workshop on User Modelling for Web Applications, 9\u201312."},{"key":"CIT0012","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2018.04.009"},{"key":"CIT0013","unstructured":"Bandari, Roja, Sitaram Asur, and Bernardo A. Huberman. 2012. \u201cThe Pulse of News in Social Media: Forecasting Popularity.\u201d In ICWSM."},{"key":"CIT0014","doi-asserted-by":"publisher","DOI":"10.1162\/jmlr.2003.3.4-5.993"},{"key":"CIT0015","doi-asserted-by":"publisher","DOI":"10.1145\/2531602.2531623"},{"key":"CIT0016","doi-asserted-by":"crossref","unstructured":"Cataldi, Mario, Luigi Di Caro, and Claudio Schifanella. 2010. \u201cEmerging Topic Detection on Twitter Based on Temporal and Social Terms Evaluation.\u201d In Proceedings of the Tenth International Workshop on Multimedia Data Mining, 4.","DOI":"10.1145\/1814245.1814249"},{"key":"CIT0017","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.05.052"},{"key":"CIT0018","doi-asserted-by":"publisher","DOI":"10.1108\/IntR-05-2016-0140"},{"key":"CIT0019","doi-asserted-by":"publisher","DOI":"10.1111\/j.1083-6101.2008.00414.x"},{"key":"CIT0020","unstructured":"Darling, William M. 2011. \u201cA Theoretical and Practical Implementation Tutorial on Topic Modeling and Gibbs Sampling.\u201d In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 642\u2013647."},{"key":"CIT0021","unstructured":"Diao, Qiming, Jing Jiang, Feida Zhu, and Ee-Peng Lim. 2012. \u201cFinding Bursty Topics from Microblogs.\u201d In ACL."},{"key":"CIT0022","doi-asserted-by":"publisher","DOI":"10.1145\/2911451.2914731"},{"key":"CIT0023","doi-asserted-by":"publisher","DOI":"10.1145\/2631775.2631808"},{"key":"CIT0024","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-2029"},{"key":"CIT0025","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806611"},{"key":"CIT0026","doi-asserted-by":"publisher","DOI":"10.1016\/j.tourman.2016.09.015"},{"key":"CIT0027","doi-asserted-by":"publisher","DOI":"10.1080\/17512786.2014.899758"},{"key":"CIT0028","doi-asserted-by":"crossref","unstructured":"Hong, Liangjie, and Brian D. Davison. 2010. \u201cEmpirical Study of Topic Modeling in Twitter.\u201d In Proceedings of the First Workshop on Social Media Analytics, 80\u201388.","DOI":"10.1145\/1964858.1964870"},{"key":"CIT0029","doi-asserted-by":"crossref","unstructured":"Hu, Gang, Jie Shao, Fumin Shen, Zi Huang, and Heng Tao Shen. 2017. \u201cUnifying Multi-Source Social Media Data for Alized Travel Route Planning.\u201d In SIGIR, 893\u2013896.","DOI":"10.1145\/3077136.3080672"},{"key":"CIT0030","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.02.026"},{"key":"CIT0031","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v8i1.14550"},{"key":"CIT0032","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-1927-3_15"},{"key":"CIT0033","doi-asserted-by":"publisher","DOI":"10.24251\/HICSS.2017.136"},{"key":"CIT0034","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-02264-7"},{"key":"CIT0035","doi-asserted-by":"publisher","DOI":"10.1002\/asi.21149"},{"key":"CIT0036","first-page":"15169","volume":"78","author":"Jelodar Hamed","year":"2017","journal-title":"Computing Research Repository"},{"key":"CIT0037","unstructured":"Jiang, Jing, Minghui Qiu, and Feida Zhu. 2013. \u201cIt Is Not Just What We Say, But How We Say Them: LDA-based Behavior-Topic Model.\u201d In SDM."},{"key":"CIT0038","doi-asserted-by":"publisher","DOI":"10.1080\/0144929X.2019.1699960"},{"key":"CIT0039","unstructured":"Kallas, Pritt. 2017. \u201cTop 15 Most Popular Social Networking Sites.\u201d Accessed 4 January 2019. http:\/\/www.ebizmba.com\/articles\/social-networking-websites."},{"issue":"4","key":"CIT0040","volume":"3","author":"Kalogeropoulos Antonis","year":"2017","journal-title":"Social Media+ Society"},{"key":"CIT0041","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.01.012"},{"key":"CIT0042","unstructured":"Kouloumpis, Efthymios, Theresa Wilson, and Johanna Moore. 2011. \u201cTwitter Sentiment Analysis: The Good the Bad and the Omg!.\u201d In ICWSM."},{"key":"CIT0043","doi-asserted-by":"publisher","DOI":"10.1177\/1094670510375602"},{"key":"CIT0044","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-02289-0"},{"key":"CIT0045","doi-asserted-by":"publisher","DOI":"10.1080\/17512786.2017.1285244"},{"key":"CIT0046","doi-asserted-by":"crossref","unstructured":"Lee, Kathy, Diana Palsetia, Ramanathan Narayanan, Md. Mostofa Ali Patwary, Ankit Agrawal, and Alok Choudhary. 2011. \u201cTwitter Trending Topic Classification.\u201d In IEEE 11th International Conference on Data Mining Workshops, 251\u2013258.","DOI":"10.1109\/ICDMW.2011.171"},{"key":"CIT0047","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052614"},{"key":"CIT0048","doi-asserted-by":"publisher","DOI":"10.1109\/18.61115"},{"key":"CIT0049","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132852"},{"key":"CIT0050","doi-asserted-by":"publisher","DOI":"10.1109\/ISI.2019.8823276"},{"key":"CIT0051","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132997"},{"key":"CIT0052","author":"Matsa Katerina","year":"2018","journal-title":"Pew Research Center"},{"key":"CIT0053","doi-asserted-by":"crossref","unstructured":"McCay-Peet, Lori, Mounia Lalmas, and Vidhya Navalpakkam. 2012. \u201cOn Saliency, Affect and Focused Attention.\u201d In SIGCHI. 541\u2013550.","DOI":"10.1145\/2207676.2207751"},{"key":"CIT0054","doi-asserted-by":"publisher","DOI":"10.1108\/IntR-06-2016-0170"},{"key":"CIT0055","doi-asserted-by":"publisher","DOI":"10.1080\/0144929X.2019.1687756"},{"key":"CIT0056","doi-asserted-by":"publisher","DOI":"10.1108\/EJM-12-2014-0785"},{"key":"CIT0057","doi-asserted-by":"publisher","DOI":"10.1002\/asi.23854"},{"key":"CIT0058","doi-asserted-by":"publisher","DOI":"10.1177\/0093650215600493"},{"key":"CIT0059","unstructured":"Pak, Alexander, and Patrick Paroubek. 2010. \u201cTwitter as a Corpus for Sentiment Analysis and Opinion Mining.\u201d In LREc, Vol. 10., 1320\u20131326."},{"key":"CIT0060","doi-asserted-by":"publisher","DOI":"10.1016\/j.intmar.2013.09.007"},{"key":"CIT0061","doi-asserted-by":"publisher","DOI":"10.1145\/3290688.3290720"},{"key":"CIT0062","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.04.009"},{"key":"CIT0063","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2902491"},{"key":"CIT0064","unstructured":"Rieis, Julio Cesar, Fabr\u00edcio Benevenuto, Pedro Raquel Oliveira Prates, Haewoon Kwak, and Jisun An. 2015. \u201cBreaking the News: First Impressions Matter on Online News.\u201d In ICWSM."},{"key":"CIT0065","doi-asserted-by":"crossref","unstructured":"Rowe, Matthew, and Harith Alani. 2014. \u201cMining and Comparing Engagement Dynamics Across Multiple Social Media Platforms.\u201d In Proceedings of the 2014 ACM conference on Web science, 229\u2013238.","DOI":"10.1145\/2615569.2615677"},{"key":"CIT0066","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124376"},{"key":"CIT0067","doi-asserted-by":"publisher","DOI":"10.1017\/S1537592710001210"},{"key":"CIT0068","doi-asserted-by":"publisher","DOI":"10.1108\/IntR-01-2017-0038"},{"key":"CIT0069","doi-asserted-by":"publisher","DOI":"10.1145\/2512875.2512881"},{"key":"CIT0070","unstructured":"Stocking, Galen, and Maya Khuzam. 2019. \u201cState of the News Media\u201d."},{"key":"CIT0071","doi-asserted-by":"publisher","DOI":"10.1145\/2740908.2742470"},{"key":"CIT0072","doi-asserted-by":"publisher","DOI":"10.23919\/FRUCT48121.2019.8981501"},{"key":"CIT0073","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132897"},{"key":"CIT0074","doi-asserted-by":"crossref","unstructured":"Ting, I-Hsien, Hui-Ju Wu, and Pei-Shan Chang. 2009. \u201cAnalyzing Multi-Source Social Data for Extracting and Mining Social Networks.\u201d In 2009 International Conference on Computational Science and Engineering, Vol. 4., 815\u2013820.","DOI":"10.1109\/CSE.2009.418"},{"key":"CIT0075","doi-asserted-by":"publisher","DOI":"10.1145\/2806416.2806556"},{"key":"CIT0076","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-017-4348-z"},{"key":"CIT0077","unstructured":"Del Vicario, Michela, Sabrina Gaito, Walter Quattrociocchi, Matteo Zignani, and Fabiana Zollo. 2017. \u201cPublic Discourse and News Consumption on Online Social Media: A Quantitative, Cross-Platform Analysis of the Italian Referendum.\u201d CoRR."},{"key":"CIT0078","doi-asserted-by":"publisher","DOI":"10.1080\/00913367.2017.1405754"},{"key":"CIT0079","doi-asserted-by":"publisher","DOI":"10.1080\/0144929X.2017.1359337"},{"key":"CIT0080","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.12.051"},{"key":"CIT0081","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2016.0130"},{"key":"CIT0082","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2017.12.003"},{"key":"CIT0083","doi-asserted-by":"publisher","DOI":"10.1145\/2488388.2488521"},{"key":"CIT0084","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20161-5_34"}],"container-title":["Behaviour & Information Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/0144929X.2022.2030798","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,26]],"date-time":"2023-04-26T14:22:48Z","timestamp":1682518968000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/0144929X.2022.2030798"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,7]]},"references-count":84,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2023,4,4]]}},"alternative-id":["10.1080\/0144929X.2022.2030798"],"URL":"https:\/\/doi.org\/10.1080\/0144929x.2022.2030798","relation":{},"ISSN":["0144-929X","1362-3001"],"issn-type":[{"value":"0144-929X","type":"print"},{"value":"1362-3001","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,7]]},"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":"2020-10-12","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-10","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-02-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}