{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,16]],"date-time":"2026-07-16T05:16:21Z","timestamp":1784178981040,"version":"3.55.0"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031282379","type":"print"},{"value":"9783031282386","type":"electronic"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-3-031-28238-6_60","type":"book-chapter","created":{"date-parts":[[2023,3,16]],"date-time":"2023-03-16T17:03:18Z","timestamp":1678986198000},"page":"685-693","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["Evolution of\u00a0Filter Bubbles and\u00a0Polarization in\u00a0News Recommendation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9695-5658","authenticated-orcid":false,"given":"Han","family":"Zhang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3990-4774","authenticated-orcid":false,"given":"Ziwei","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8350-8528","authenticated-orcid":false,"given":"James","family":"Caverlee","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2023,3,17]]},"reference":[{"key":"60_CR1","unstructured":"Abdollahpouri, H., Mansoury, M., Burke, R., Mobasher, B.: The unfairness of popularity bias in recommendation. arXiv preprint arXiv:1907.13286 (2019)"},{"key":"60_CR2","doi-asserted-by":"crossref","unstructured":"Agarwal, D., Chen, B.C., Elango, P.: Explore\/exploit schemes for web content optimization. In: 2009 Ninth IEEE International Conference on Data Mining, pp. 1\u201310. IEEE (2009)","DOI":"10.1109\/ICDM.2009.52"},{"issue":"6239","key":"60_CR3","doi-asserted-by":"publisher","first-page":"1130","DOI":"10.1126\/science.aaa1160","volume":"348","author":"E Bakshy","year":"2015","unstructured":"Bakshy, E., Messing, S., Adamic, L.A.: Exposure to ideologically diverse news and opinion on Facebook. Science 348(6239), 1130\u20131132 (2015)","journal-title":"Science"},{"issue":"10","key":"60_CR4","doi-asserted-by":"publisher","first-page":"1531","DOI":"10.1177\/0956797615594620","volume":"26","author":"P Barber\u00e1","year":"2015","unstructured":"Barber\u00e1, P., Jost, J.T., Nagler, J., Tucker, J.A., Bonneau, R.: Tweeting from left to right: Is online political communication more than an echo chamber? Psychol. Sci. 26(10), 1531\u20131542 (2015)","journal-title":"Psychol. Sci."},{"key":"60_CR5","doi-asserted-by":"crossref","unstructured":"Chu, W., Park, S.T.: Personalized recommendation on dynamic content using predictive bilinear models. In: Proceedings of the 18th International Conference on World Wide Web, pp. 691\u2013700 (2009)","DOI":"10.1145\/1526709.1526802"},{"key":"60_CR6","doi-asserted-by":"crossref","unstructured":"Das, A.S., Datar, M., Garg, A., Rajaram, S.: Google news personalization: scalable online collaborative filtering. In: Proceedings of the 16th International Conference on World Wide Web, pp. 271\u2013280 (2007)","DOI":"10.1145\/1242572.1242610"},{"key":"60_CR7","unstructured":"Doherty, C., Kiley, J., Johnson, B.: Political typology reveals deep fissures on the right and left: conservative republican groups divided on immigration, \u2018openness\u2019. Pew Research Center (2017)"},{"key":"60_CR8","doi-asserted-by":"crossref","unstructured":"Dumais, S., Joachims, T., Bharat, K., Weigend, A.: Sigir 2003 workshop report: implicit measures of user interests and preferences. In: ACM SIGIR Forum, vol. 37, pp. 50\u201354. ACM New York (2003)","DOI":"10.1145\/959258.959266"},{"issue":"1","key":"60_CR9","doi-asserted-by":"publisher","first-page":"215824401983270","DOI":"10.1177\/2158244019832705","volume":"9","author":"G Eady","year":"2019","unstructured":"Eady, G., Nagler, J., Guess, A., Zilinsky, J., Tucker, J.A.: How many people live in political bubbles on social media? evidence from linked survey and twitter data. SAGE Open 9(1), 2158244019832705 (2019)","journal-title":"SAGE Open"},{"issue":"33","key":"60_CR10","doi-asserted-by":"publisher","first-page":"E4512","DOI":"10.1073\/pnas.1419828112","volume":"112","author":"R Epstein","year":"2015","unstructured":"Epstein, R., Robertson, R.E.: The search engine manipulation effect (seme) and its possible impact on the outcomes of elections. Proc. Natl. Acad. Sci. 112(33), E4512\u2013E4521 (2015)","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"78","key":"60_CR11","first-page":"1","volume":"27","author":"CC Johnson","year":"2014","unstructured":"Johnson, C.C.: Logistic matrix factorization for implicit feedback data. Adv. Neural. Inf. Process. Syst. 27(78), 1\u20139 (2014)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"60_CR12","doi-asserted-by":"crossref","unstructured":"Liu, P., Shivaram, K., Culotta, A., Shapiro, M.A., Bilgic, M.: The interaction between political typology and filter bubbles in news recommendation algorithms. In: Proceedings of the Web Conference 2021, pp. 3791\u20133801 (2021)","DOI":"10.1145\/3442381.3450113"},{"key":"60_CR13","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/j.chb.2018.01.015","volume":"83","author":"SJ Min","year":"2018","unstructured":"Min, S.J., Wohn, D.Y.: All the news that you don\u2019t like: cross-cutting exposure and political participation in the age of social media. Comput. Hum. Behav. 83, 24\u201331 (2018)","journal-title":"Comput. Hum. Behav."},{"key":"60_CR14","doi-asserted-by":"crossref","unstructured":"Pariser, E.: The filter bubble: what the Internet is hiding from you. Penguin UK (2011)","DOI":"10.3139\/9783446431164"},{"key":"60_CR15","doi-asserted-by":"crossref","unstructured":"Park, Y.J., Tuzhilin, A.: The long tail of recommender systems and how to leverage it. In: Proceedings of the 2008 ACM Conference on Recommender Systems, pp. 11\u201318 (2008)","DOI":"10.1145\/1454008.1454012"},{"issue":"3","key":"60_CR16","doi-asserted-by":"publisher","first-page":"254","DOI":"10.1037\/tps0000121","volume":"3","author":"CG Rodriguez","year":"2017","unstructured":"Rodriguez, C.G., Moskowitz, J.P., Salem, R.M., Ditto, P.H.: Partisan selective exposure: the role of party, ideology and ideological extremity over time. Transl. Issues Psychol. Sci. 3(3), 254 (2017)","journal-title":"Transl. Issues Psychol. Sci."},{"issue":"1","key":"60_CR17","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1177\/0539018414554730","volume":"54","author":"MA Shapiro","year":"2015","unstructured":"Shapiro, M.A., Park, H.W.: More than entertainment: Youtube and public responses to the science of global warming and climate change. Soc. Sci. Inf. 54(1), 115\u2013145 (2015)","journal-title":"Soc. Sci. Inf."},{"key":"60_CR18","doi-asserted-by":"crossref","unstructured":"Steck, H.: Item popularity and recommendation accuracy. In: Proceedings of the Fifth ACM Conference on Recommender Systems, pp. 125\u2013132 (2011)","DOI":"10.1145\/2043932.2043957"},{"key":"60_CR19","doi-asserted-by":"crossref","unstructured":"Steck, H.: Calibrated recommendations. In: Proceedings of the 12th ACM Conference on Recommender Systems, pp. 154\u2013162 (2018)","DOI":"10.1145\/3240323.3240372"}],"container-title":["Lecture Notes in Computer Science","Advances in Information Retrieval"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-28238-6_60","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,5]],"date-time":"2024-03-05T13:52:28Z","timestamp":1709646748000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-28238-6_60"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031282379","9783031282386"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-28238-6_60","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"17 March 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECIR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"European Conference on Information Retrieval","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Dublin","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ireland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 April 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 April 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"45","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ecir2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ecir2023.org\/index.html?v=1.0","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-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":"489","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":"77","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":"83","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":"16% - 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":"3","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}