{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T09:07:26Z","timestamp":1743152846120,"version":"3.40.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031171130"},{"type":"electronic","value":"9783031171147"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[[2022]]},"DOI":"10.1007\/978-3-031-17114-7_6","type":"book-chapter","created":{"date-parts":[[2022,9,17]],"date-time":"2022-09-17T11:05:35Z","timestamp":1663412735000},"page":"57-67","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Frames and\u00a0Their Affective Dimensions: A Case Study of\u00a0Climate Change News Articles"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6654-0670","authenticated-orcid":false,"given":"Aman","family":"Tyagi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2233-3976","authenticated-orcid":false,"given":"Kenneth","family":"Joseph","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6356-0238","authenticated-orcid":false,"given":"Kathleen M.","family":"Carley","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,9,18]]},"reference":[{"issue":"2","key":"6_CR1","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1111\/j.1751-9020.2008.00188.x","volume":"3","author":"A Anderson","year":"2009","unstructured":"Anderson, A.: Media, politics and climate change: towards a new research agenda. Sociol. Compass 3(2), 166\u2013182 (2009)","journal-title":"Sociol. Compass"},{"key":"6_CR2","unstructured":"Angelov, D.: Top2vec: distributed representations of topics. arXiv preprint arXiv:2008.09470 (2020)"},{"issue":"12","key":"6_CR3","doi-asserted-by":"publisher","DOI":"10.1088\/1748-9326\/aba4c7","volume":"15","author":"N Badullovich","year":"2020","unstructured":"Badullovich, N., Grant, W., Colvin, R.: Framing climate change for effective communication: a systematic map. Environ. Res. Lett. 15(12), 123002 (2020)","journal-title":"Environ. Res. Lett."},{"key":"6_CR4","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3(Jan), 993\u20131022 (2003)"},{"key":"6_CR5","doi-asserted-by":"crossref","unstructured":"Bojanowski, P., Grave, E., Joulin, A., Mikolov, T.: Enriching word vectors with subword information. Trans. Assoc. Comput. Linguist. 5, 135\u2013146 (2017). https:\/\/www.aclweb.org\/anthology\/Q17-1010","DOI":"10.1162\/tacl_a_00051"},{"key":"6_CR6","doi-asserted-by":"publisher","unstructured":"Boydstun, A.E., Card, D., Gross, J., Resnick, P., Smith, N.A.: Tracking the development of media frames within and across policy issues, June 2018. https:\/\/doi.org\/10.1184\/R1\/6473780.v1, https:\/\/kilthub.cmu.edu\/articles\/journal_contribution\/Tracking_the_Development_of_Media_Frames_within_and_across_Policy_Issues\/6473780\/1","DOI":"10.1184\/R1\/6473780.v1"},{"key":"6_CR7","unstructured":"Britt, L., Heise, D.: From shame to pride in identity politics. In: Self, Identity, and Social Movements, vol. 5, pp. 252\u201368 (2000)"},{"key":"6_CR8","doi-asserted-by":"crossref","unstructured":"Card, D., Boydstun, A., Gross, J.H., Resnik, P., Smith, N.A.: The media frames corpus: annotations of frames across issues. In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pp. 438\u2013444 (2015)","DOI":"10.3115\/v1\/P15-2072"},{"key":"6_CR9","doi-asserted-by":"crossref","unstructured":"De Vreese, C.H.: News framing: theory and typology. Inf. Des. J. Doc. Des. 13(1) (2005)","DOI":"10.1075\/idjdd.13.1.06vre"},{"key":"6_CR10","doi-asserted-by":"publisher","unstructured":"Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. In: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pp. 4171\u20134186. Association for Computational Linguistics, June 2019. https:\/\/doi.org\/10.18653\/v1\/N19-1423","DOI":"10.18653\/v1\/N19-1423"},{"key":"6_CR11","first-page":"144","volume":"1","author":"RE Dunlap","year":"2011","unstructured":"Dunlap, R.E., McCright, A.M.: Organized climate change denial. Oxford Handb. Clim. Change Soc. 1, 144\u2013160 (2011)","journal-title":"Oxford Handb. Clim. Change Soc."},{"key":"6_CR12","doi-asserted-by":"crossref","unstructured":"Field, A., Kliger, D., Wintner, S., Pan, J., Jurafsky, D., Tsvetkov, Y.: Framing and agenda-setting in Russian news: a computational analysis of intricate political strategies. In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pp. 3570\u20133580, Association for Computational Linguistics, October\u2013November 2018. https:\/\/www.aclweb.org\/anthology\/D18-1393","DOI":"10.18653\/v1\/D18-1393"},{"issue":"5","key":"6_CR13","doi-asserted-by":"publisher","first-page":"636","DOI":"10.1002\/wcc.67","volume":"1","author":"J Gupta","year":"2010","unstructured":"Gupta, J.: A history of international climate change policy. Wiley Interdisc. Rev. Clim. Change 1(5), 636\u2013653 (2010)","journal-title":"Wiley Interdisc. Rev. Clim. Change"},{"issue":"1\u20132","key":"6_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/0022250X.1987.9990025","volume":"13","author":"DR Heise","year":"1987","unstructured":"Heise, D.R.: Affect control theory: concepts and model. J. Math. Sociol. 13(1\u20132), 1\u201333 (1987)","journal-title":"J. Math. Sociol."},{"key":"6_CR15","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-38179-4","volume-title":"Expressive Order: Confirming Sentiments in Social Actions","author":"DR Heise","year":"2007","unstructured":"Heise, D.R.: Expressive Order: Confirming Sentiments in Social Actions. Springer, New York (2007). https:\/\/doi.org\/10.1007\/978-0-387-38179-4"},{"key":"6_CR16","doi-asserted-by":"crossref","unstructured":"Heise, D.R.: Surveying Cultures: Discovering Shared Conceptions and Sentiments. Wiley, Hoboken (2010)","DOI":"10.1002\/9780470575789"},{"key":"6_CR17","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic latent semantic indexing. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 50\u201357 (1999)","DOI":"10.1145\/312624.312649"},{"issue":"2","key":"6_CR18","doi-asserted-by":"publisher","first-page":"244","DOI":"10.1080\/17524030902916632","volume":"3","author":"\u00d8 Ihlen","year":"2009","unstructured":"Ihlen, \u00d8.: Business and climate change: the climate response of the world\u2019s 30 largest corporations. Environ. Commun. 3(2), 244\u2013262 (2009)","journal-title":"Environ. Commun."},{"key":"6_CR19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-658-18356-1","volume-title":"Transnationalisierung von \u00d6ffentlichkeiten","author":"A Ivanova","year":"2017","unstructured":"Ivanova, A.: Transnationalisierung von \u00d6ffentlichkeiten. Springer, Wiesbaden (2017). https:\/\/doi.org\/10.1007\/978-3-658-18356-1"},{"issue":"1","key":"6_CR20","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1177\/0002716296546001006","volume":"546","author":"S Iyengar","year":"1996","unstructured":"Iyengar, S.: Framing responsibility for political issues. Ann. Am. Acad. Pol. Soc. Sci. 546(1), 59\u201370 (1996)","journal-title":"Ann. Am. Acad. Pol. Soc. Sci."},{"issue":"1","key":"6_CR21","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1175\/WCAS-D-18-0002.1","volume":"11","author":"A Kause","year":"2019","unstructured":"Kause, A., Townsend, T., Gaissmaier, W.: Framing climate uncertainty: frame choices reveal and influence climate change beliefs. Weather Clim. Soc. 11(1), 199\u2013215 (2019)","journal-title":"Weather Clim. Soc."},{"key":"6_CR22","doi-asserted-by":"publisher","unstructured":"Kim, Y.: Convolutional neural networks for sentence classification. In: Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 1746\u20131751. Association for Computational Linguistics, Doha, October 2014. https:\/\/doi.org\/10.3115\/v1\/D14-1181, https:\/\/www.aclweb.org\/anthology\/D14-1181","DOI":"10.3115\/v1\/D14-1181"},{"issue":"2","key":"6_CR23","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1007\/s13412-012-0074-z","volume":"2","author":"AP Kirilenko","year":"2012","unstructured":"Kirilenko, A.P., Stepchenkova, S.O.: Climate change discourse in mass media: application of computer-assisted content analysis. J. Environ. Stud. Sci. 2(2), 178\u2013191 (2012)","journal-title":"J. Environ. Stud. Sci."},{"issue":"3","key":"6_CR24","doi-asserted-by":"publisher","first-page":"348","DOI":"10.1525\/sp.2003.50.3.348","volume":"50","author":"AM McCright","year":"2003","unstructured":"McCright, A.M., Dunlap, R.E.: Defeating Kyoto: the conservative movement\u2019s impact on us climate change policy. Soc. Probl. 50(3), 348\u2013373 (2003)","journal-title":"Soc. Probl."},{"key":"6_CR25","doi-asserted-by":"publisher","unstructured":"Roy, S., Goldwasser, D.: Weakly supervised learning of nuanced frames for analyzing polarization in news media. In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 7698\u20137716. Association for Computational Linguistics, Online, November 2020. https:\/\/doi.org\/10.18653\/v1\/2020.emnlp-main.620, https:\/\/www.aclweb.org\/anthology\/2020.emnlp-main.620","DOI":"10.18653\/v1\/2020.emnlp-main.620"},{"key":"6_CR26","doi-asserted-by":"crossref","unstructured":"Sch\u00e4fer, M.S., O\u2019Neill, S., Nisbet, M., Ho, S., Markowitz, E., Thaker, J.: Frame analysis in climate change communication: approaches for assessing journalists\u2019 minds, online communication and media portrayals. Oxford Research Encyclopedia of Climate Science (2017)","DOI":"10.1093\/acrefore\/9780190228620.013.487"},{"issue":"5","key":"6_CR27","doi-asserted-by":"publisher","first-page":"1233","DOI":"10.1016\/j.gloenvcha.2013.07.020","volume":"23","author":"A Schmidt","year":"2013","unstructured":"Schmidt, A., Ivanova, A., Sch\u00e4fer, M.S.: Media attention for climate change around the world: a comparative analysis of newspaper coverage in 27 countries. Glob. Environ. Chang. 23(5), 1233\u20131248 (2013)","journal-title":"Glob. Environ. Chang."},{"issue":"2","key":"6_CR28","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1111\/j.1460-2466.2000.tb02843.x","volume":"50","author":"HA Semetko","year":"2000","unstructured":"Semetko, H.A., Valkenburg, P.M.: Framing European politics: a content analysis of press and television news. J. Commun. 50(2), 93\u2013109 (2000)","journal-title":"J. Commun."},{"key":"6_CR29","unstructured":"Tyagi, A.: Challenges in Climate Change Communication on Social Media, chap. 4. Carnegie Mellon University (2021)"},{"key":"6_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/978-3-030-61255-9_11","volume-title":"Social, Cultural, and Behavioral Modeling","author":"A Tyagi","year":"2020","unstructured":"Tyagi, A., Babcock, M., Carley, K.M., Sicker, D.C.: Polarizing tweets on climate change. In: Thomson, R., Bisgin, H., Dancy, C., Hyder, A., Hussain, M. (eds.) SBP-BRiMS 2020. LNCS, vol. 12268, pp. 107\u2013117. Springer, Cham (2020). https:\/\/doi.org\/10.1007\/978-3-030-61255-9_11"},{"issue":"1","key":"6_CR31","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s13278-021-00792-6","volume":"11","author":"A Tyagi","year":"2021","unstructured":"Tyagi, A., Uyheng, J., Carley, K.M.: Heated conversations in a warming world: affective polarization in online climate change discourse follows real-world climate anomalies. Soc. Netw. Anal. Min. 11(1), 1\u201312 (2021). https:\/\/doi.org\/10.1007\/s13278-021-00792-6","journal-title":"Soc. Netw. Anal. Min."},{"key":"6_CR32","doi-asserted-by":"publisher","first-page":"126","DOI":"10.1016\/j.gloenvcha.2015.03.006","volume":"32","author":"HT Williams","year":"2015","unstructured":"Williams, H.T., McMurray, J.R., Kurz, T., Lambert, F.H.: Network analysis reveals open forums and echo chambers in social media discussions of climate change. Glob. Environ. Chang. 32, 126\u2013138 (2015)","journal-title":"Glob. Environ. Chang."}],"container-title":["Lecture Notes in Computer Science","Social, Cultural, and Behavioral Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-17114-7_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,19]],"date-time":"2024-09-19T07:03:31Z","timestamp":1726729411000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-17114-7_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031171130","9783031171147"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-17114-7_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"18 September 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SBP-BRiMS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pittsburgh, PA","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 September 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sbp2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/sbp-brims.org\/2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"50","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"25","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"50% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}