{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T17:13:48Z","timestamp":1770052428905,"version":"3.49.0"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032138200","type":"print"},{"value":"9783032138217","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-13821-7_9","type":"book-chapter","created":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T06:23:00Z","timestamp":1770013380000},"page":"86-100","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Politicization During the\u00a02024 United States Presidential Elections"],"prefix":"10.1007","author":[{"given":"Marcelo Sartori","family":"Locatelli","sequence":"first","affiliation":[]},{"given":"Matheus Prado","family":"Miranda","sequence":"additional","affiliation":[]},{"suffix":"Jr.","given":"Wagner","family":"Meira","sequence":"additional","affiliation":[]},{"given":"Virgilio","family":"Almeida","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2026,2,3]]},"reference":[{"key":"9_CR1","doi-asserted-by":"crossref","unstructured":"Antypas, D., Camacho-Collados, J.: Robust hate speech detection in social media: a cross-dataset empirical evaluation. In: The 7th Workshop on Online Abuse and Harms (WOAH), pp. 231\u2013242 (2023)","DOI":"10.18653\/v1\/2023.woah-1.25"},{"key":"9_CR2","doi-asserted-by":"crossref","unstructured":"Bay, M.: Weaponizing the haters: the last jedi and the strategic politicization of pop culture through social media manipulation. First Monday (2018)","DOI":"10.5210\/fm.v23i11.9388"},{"issue":"5","key":"9_CR3","doi-asserted-by":"publisher","first-page":"745","DOI":"10.1111\/jcom.12171","volume":"65","author":"T Bolsen","year":"2015","unstructured":"Bolsen, T., Druckman, J.N.: Counteracting the politicization of science. J. Commun. 65(5), 745\u2013769 (2015)","journal-title":"J. Commun."},{"issue":"3","key":"9_CR4","doi-asserted-by":"publisher","first-page":"375","DOI":"10.1080\/10410236.2020.1846265","volume":"37","author":"DK Brown","year":"2022","unstructured":"Brown, D.K., Midberry, J.: Social media news production, emotional Facebook reactions, and the politicization of drug addiction. Health Commun. 37(3), 375\u2013383 (2022)","journal-title":"Health Commun."},{"issue":"6334","key":"9_CR5","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1126\/science.aal4230","volume":"356","author":"A Caliskan","year":"2017","unstructured":"Caliskan, A., Bryson, J.J., Narayanan, A.: Semantics derived automatically from language corpora contain human-like biases. Science 356(6334), 183\u2013186 (2017). https:\/\/doi.org\/10.1126\/science.aal4230","journal-title":"Science"},{"key":"9_CR6","doi-asserted-by":"publisher","unstructured":"Chen, T., Guestrin, C.: XGBoost: a scalable tree boosting system. In: Proceedings of the KDD, pp. 785\u2013794. ACM (2016). https:\/\/doi.org\/10.1145\/2939672.2939785. http:\/\/doi.acm.org\/10.1145\/2939672.2939785","DOI":"10.1145\/2939672.2939785"},{"issue":"1","key":"9_CR7","doi-asserted-by":"publisher","first-page":"112","DOI":"10.1177\/1075547019900290","volume":"42","author":"S Chinn","year":"2020","unstructured":"Chinn, S., Hart, P.S., Soroka, S.: Politicization and polarization in climate change news content, 1985\u20132017. Sci. Commun. 42(1), 112\u2013129 (2020)","journal-title":"Sci. Commun."},{"issue":"9","key":"9_CR8","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2023301118","volume":"118","author":"M Cinelli","year":"2021","unstructured":"Cinelli, M., De Francisci Morales, G., Galeazzi, A., Quattrociocchi, W., Starnini, M.: The echo chamber effect on social media. Proc. Natl. Acad. Sci. 118(9), e2023301118 (2021)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"9_CR9","doi-asserted-by":"crossref","unstructured":"Conover, M., Ratkiewicz, J., Francisco, M., Gon\u00e7alves, B., Menczer, F., Flammini, A.: Political polarization on twitter. In: Proceedings of the ICWSM, vol. 5, pp. 89\u201396 (2011)","DOI":"10.1609\/icwsm.v5i1.14126"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Diaz, M.I., Hanna, J.J., Hughes, A.E., Lehmann, C.U., Medford, R.J.: The politicization of ivermectin tweets during the covid-19 pandemic. In: Open Forum Infectious Diseases, vol.\u00a09, p. ofac263. Oxford University Press (2022)","DOI":"10.1093\/ofid\/ofac263"},{"key":"9_CR11","unstructured":"Ermakova, L., Nurbakova, D., Ovchinnikova, I.: Covid or not covid? Topic shift in information cascades on twitter. In: 3rd RDSM, pp. 32\u201337 (2020)"},{"issue":"5","key":"9_CR12","doi-asserted-by":"publisher","first-page":"679","DOI":"10.1177\/1075547020950735","volume":"42","author":"PS Hart","year":"2020","unstructured":"Hart, P.S., Chinn, S., Soroka, S.: Politicization and polarization in covid-19 news coverage. Sci. Commun. 42(5), 679\u2013697 (2020)","journal-title":"Sci. Commun."},{"key":"9_CR13","doi-asserted-by":"crossref","unstructured":"Hutto, C., Gilbert, E.: Vader: a parsimonious rule-based model for sentiment analysis of social media text. In: Proceedings of the ICWSM, vol.\u00a08, pp. 216\u2013225 (2014)","DOI":"10.1609\/icwsm.v8i1.14550"},{"key":"9_CR14","doi-asserted-by":"crossref","unstructured":"Konigari, R., Ramola, S., Alluri, V.V., Shrivastava, M.: Topic shift detection for mixed initiative response. In: Proceedings of the SIGDIAL, pp. 161\u2013166 (2021)","DOI":"10.18653\/v1\/2021.sigdial-1.17"},{"key":"9_CR15","doi-asserted-by":"crossref","unstructured":"Landis, J.R., Koch, G.G.: The measurement of observer agreement for categorical data. Biometrics 33(1), 159\u2013174 (1977). http:\/\/www.jstor.org\/stable\/2529310","DOI":"10.2307\/2529310"},{"key":"9_CR16","unstructured":"Liu, B., Lee, W.S., Yu, P.S., Li, X.: Partially supervised classification of text documents. In: ICML, Sydney, NSW, vol.\u00a02, pp. 387\u2013394 (2002)"},{"key":"9_CR17","doi-asserted-by":"crossref","unstructured":"Locatelli, M.S., et al.: Topic shifts as a proxy for assessing politicization in social media. In: Proceedings of the ICWSM, 18, pp. 972\u2013984 (2024)","DOI":"10.1609\/icwsm.v18i1.31366"},{"key":"9_CR18","doi-asserted-by":"publisher","unstructured":"Ottoni, R., Cunha, E., Magno, G., Bernardina, P., Meira, W., Jr., Almeida, V.: Analyzing right-wing youtube channels: hate, violence and discrimination. In: Proceedings of the ACM Webscience, WebSci 2018, pp. 323\u2013332. ACM (2018). https:\/\/doi.org\/10.1145\/3201064.3201081","DOI":"10.1145\/3201064.3201081"},{"issue":"4","key":"9_CR19","doi-asserted-by":"publisher","first-page":"478","DOI":"10.1002\/wcc.405","volume":"7","author":"Y Pepermans","year":"2016","unstructured":"Pepermans, Y., Maeseele, P.: The politicization of climate change: problem or solution? Wiley Interdisc. Rev. Clim. Change 7(4), 478\u2013485 (2016)","journal-title":"Wiley Interdisc. Rev. Clim. Change"},{"issue":"4","key":"9_CR20","doi-asserted-by":"publisher","first-page":"454","DOI":"10.1080\/10584609.2022.2039979","volume":"39","author":"E Peterson","year":"2022","unstructured":"Peterson, E., Mu\u00f1oz, M.: \u201cStick to sports\u2019\u2019: evidence from sports media on the origins and consequences of newly politicized attitudes. Polit. Commun. 39(4), 454\u2013474 (2022)","journal-title":"Polit. Commun."},{"key":"9_CR21","unstructured":"Radev, D.R.: Topic shift detection-finding new information in threaded news (1999)"},{"key":"9_CR22","unstructured":"Ross\u00a0Arguedas, A., Robertson, C., Fletcher, R., Nielsen, R.: Echo chambers, filter bubbles, and polarisation: a literature review (2022)"},{"key":"9_CR23","doi-asserted-by":"crossref","unstructured":"Topal, K., Koyuturk, M., Ozsoyoglu, G.: Emotion-and area-driven topic shift analysis in social media discussions. In: 2016 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 510\u2013518. IEEE (2016)","DOI":"10.1109\/ASONAM.2016.7752283"},{"key":"9_CR24","doi-asserted-by":"crossref","unstructured":"Wiesner, C.: Introduction: Rethinking Politicisation in Politics, Sociology and International Relations. Springer, Cham (2021)","DOI":"10.1007\/978-3-030-54545-1"}],"container-title":["Lecture Notes in Computer Science","Social Networks Analysis and Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-13821-7_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,2]],"date-time":"2026-02-02T06:23:08Z","timestamp":1770013388000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-13821-7_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"ISBN":["9783032138200","9783032138217"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-13821-7_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"3 February 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ASONAM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advances in Social Networks Analysis and Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":", ON","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 August 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"asonam-12025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/asonam.cpsc.ucalgary.ca\/2025\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}