{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T20:46:39Z","timestamp":1776113199167,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,9,13]],"date-time":"2022-09-13T00:00:00Z","timestamp":1663027200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-2107577"],"award-info":[{"award-number":["IIS-2107577"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,9,18]]},"DOI":"10.1145\/3523227.3551480","type":"proceedings-article","created":{"date-parts":[[2022,9,13]],"date-time":"2022-09-13T14:13:46Z","timestamp":1663078426000},"page":"592-597","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":17,"title":["Recommender Systems and Algorithmic Hate"],"prefix":"10.1145","author":[{"given":"Jessie J.","family":"Smith","sequence":"first","affiliation":[{"name":"Information Science, University of Colorado Boulder, United States"}]},{"given":"Lucia","family":"Jayne","sequence":"additional","affiliation":[{"name":"Information Science, University of Colorado Boulder, United States"}]},{"given":"Robin","family":"Burke","sequence":"additional","affiliation":[{"name":"Department of Information Science, University of Colorado, Boulder, United States"}]}],"member":"320","published-online":{"date-parts":[[2022,9,13]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3079628.3079657"},{"key":"e_1_3_2_2_2_1","volume-title":"Social Media + Society 7, 3","author":"Bandy Jack","year":"2021","unstructured":"Jack Bandy and Nicholas Diakopoulos. 2021. Curating Quality? How Twitter\u2019s Timeline Algorithm Treats Different Types of News. Social Media + Society 7, 3 (2021), 1\u201317."},{"key":"e_1_3_2_2_3_1","volume-title":"9th Annual conference of the special interest group for computing, information and society.","author":"Barocas Solon","year":"2017","unstructured":"Solon Barocas, Kate Crawford, Aaron Shapiro, and Hanna Wallach. 2017. The problem with bias: Allocative versus representational harms in machine learning. In 9th Annual conference of the special interest group for computing, information and society."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3531146.3533072"},{"key":"e_1_3_2_2_5_1","volume-title":"The algorithmic imaginary: exploring the ordinary affects of Facebook algorithms. Information, communication & society 20, 1","author":"Bucher Taina","year":"2017","unstructured":"Taina Bucher. 2017. The algorithmic imaginary: exploring the ordinary affects of Facebook algorithms. Information, communication & society 20, 1 (2017), 30\u201344."},{"key":"e_1_3_2_2_6_1","unstructured":"Robin Burke. 2017. Multisided fairness for recommendation. arXiv preprint arXiv:1707.00093(2017)."},{"key":"e_1_3_2_2_7_1","volume-title":"\u201calgorithmic news bias","author":"Calice N.","year":"2021","unstructured":"Mikhaila\u00a0N. Calice, Luye Bao, Isabelle Freiling, Emily Howell, Michael\u00a0A. Xenos, Shiyu Yang, Dominique Brossard, Todd\u00a0P. Newman, and Dietram\u00a0A. Scheufele. 2021. Polarized platforms? how partisanship shapes perceptions of \u201calgorithmic news bias\u201d. New Media & Society(2021), 1\u201322."},{"key":"e_1_3_2_2_8_1","unstructured":"Kyle Chayka. 2022. The Age of Algorithmic Anxiety. (2022). https:\/\/www.newyorker.com\/culture\/infinite-scroll\/the-age-of-algorithmic-anxiety"},{"key":"e_1_3_2_2_9_1","volume-title":"Conference on Neural Information Processing Systems, invited speaker.","author":"Crawford Kate","year":"2017","unstructured":"Kate Crawford. 2017. The trouble with bias. In Conference on Neural Information Processing Systems, invited speaker."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025659"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3449162"},{"key":"e_1_3_2_2_12_1","first-page":"114","article-title":"Algorithm aversion: people erroneously avoid algorithms after seeing them err.Journal of Experimental Psychology","volume":"144","author":"Dietvorst J","year":"2015","unstructured":"Berkeley\u00a0J Dietvorst, Joseph\u00a0P Simmons, and Cade Massey. 2015. Algorithm aversion: people erroneously avoid algorithms after seeing them err.Journal of Experimental Psychology: General 144, 1 (2015), 114.","journal-title":"General"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2016.2643"},{"key":"e_1_3_2_2_14_1","volume-title":"Examining the factors of influence on avoiding personalized ads on Facebook. Zbornik radova Ekonomskog fakulteta u Rijeci: \u010dasopis za ekonomsku teoriju i praksu 39, 2","author":"Dobrini\u0107 Damir","year":"2021","unstructured":"Damir Dobrini\u0107, Iva Gregurec, and Dunja Dobrini\u0107. 2021. Examining the factors of influence on avoiding personalized ads on Facebook. Zbornik radova Ekonomskog fakulteta u Rijeci: \u010dasopis za ekonomsku teoriju i praksu 39, 2 (2021), 401\u2013428."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"crossref","unstructured":"Michael\u00a0D Ekstrand Anubrata Das Robin Burke and Fernando Diaz. 2021. Fairness and discrimination in information access systems. arXiv preprint arXiv:2105.05779(2021).","DOI":"10.1561\/9781638280415"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858494"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v32i3.2369"},{"key":"e_1_3_2_2_18_1","volume-title":"Toward the next generation of recommender systems: applications and research challenges. Multimedia services in intelligent environments","author":"Felfernig Alexander","year":"2013","unstructured":"Alexander Felfernig, Michael Jeran, Gerald Ninaus, Florian Reinfrank, and Stefan Reiterer. 2013. Toward the next generation of recommender systems: applications and research challenges. Multimedia services in intelligent environments (2013), 81\u201398."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347052"},{"key":"e_1_3_2_2_20_1","first-page":"98","article-title":"How to save democracy from technology: ending big tech\u2019s information monopoly","volume":"100","author":"Fukuyama Francis","year":"2021","unstructured":"Francis Fukuyama, Barak Richman, and Ashish Goel. 2021. How to save democracy from technology: ending big tech\u2019s information monopoly. Foreign Aff. 100(2021), 98.","journal-title":"Foreign Aff."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2018396.2018423"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3511047.3537680"},{"key":"e_1_3_2_2_23_1","volume-title":"Society and the internet: How networks of information and communication are changing our lives","author":"Graham Mark","unstructured":"Mark Graham and William\u00a0H Dutton. 2019. Society and the internet: How networks of information and communication are changing our lives. Oxford University Press. 109\u2013124 pages."},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1080\/1369118X.2020.1736124"},{"key":"e_1_3_2_2_25_1","first-page":"1770","article-title":"Algorithm awareness as an important internet skill: the case of voice assistants","volume":"15","author":"Gruber Jonathan","year":"2021","unstructured":"Jonathan Gruber, Eszter Hargittai, G\u00f6k\u00e7e Karaoglu, and Lisa Brombach. 2021. Algorithm awareness as an important internet skill: the case of voice assistants. International Journal of Communication 15 (2021), 1770\u20131788.","journal-title":"International Journal of Communication"},{"key":"e_1_3_2_2_26_1","article-title":"Social media addiction: Its impact, mediation, and intervention. Cyberpsychology","volume":"13","author":"Hou Yubo","year":"2019","unstructured":"Yubo Hou, Dan Xiong, Tonglin Jiang, Lily Song, and Qi Wang. 2019. Social media addiction: Its impact, mediation, and intervention. Cyberpsychology: Journal of psychosocial research on cyberspace 13, 1(2019).","journal-title":"Journal of psychosocial research on cyberspace"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3306618.3314288"},{"key":"e_1_3_2_2_28_1","unstructured":"Ekaterina Jussupow Izak Benbasat and Armin Heinzl. 2020. Why are we averse towards algorithms? A comprehensive literature review on algorithm aversion. (2020)."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3476046"},{"key":"e_1_3_2_2_30_1","first-page":"3490","article-title":"It\u2019s like learning a whole other language\u201d: The role of algorithmic skills in the curation of creative goods","volume":"12","author":"Klawitter Erin","year":"2018","unstructured":"Erin Klawitter and Eszter Hargittai. 2018. \u201cIt\u2019s like learning a whole other language\u201d: The role of algorithmic skills in the curation of creative goods. International Journal of Communication 12 (2018), 3490\u20133510.","journal-title":"International Journal of Communication"},{"key":"e_1_3_2_2_31_1","volume-title":"The effects of personalization and familiarity on trust and adoption of recommendation agents. MIS quarterly","author":"Komiak YX","year":"2006","unstructured":"Sherrie\u00a0YX Komiak and Izak Benbasat. 2006. The effects of personalization and familiarity on trust and adoption of recommendation agents. MIS quarterly (2006), 941\u2013960."},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v42i3.18142"},{"key":"e_1_3_2_2_33_1","volume-title":"Association between social media use and depression among US young adults. Depression and anxiety 33, 4","author":"Lin Liu\u00a0Yi","year":"2016","unstructured":"Liu\u00a0Yi Lin, Jaime\u00a0E Sidani, Ariel Shensa, Ana Radovic, Elizabeth Miller, Jason\u00a0B Colditz, Beth\u00a0L Hoffman, Leila\u00a0M Giles, and Brian\u00a0A Primack. 2016. Association between social media use and depression among US young adults. Depression and anxiety 33, 4 (2016), 323\u2013331."},{"key":"e_1_3_2_2_34_1","volume-title":"Social Media Materialities and Protest","author":"Mahnke Martina\u00a0Skrubbeltrang","unstructured":"Martina\u00a0Skrubbeltrang Mahnke. 2018. \u201cPlease leave my news feed alone\u201d: Exploring user protest against algorithmic personalization. In Social Media Materialities and Protest. Routledge, 129\u2013141."},{"key":"e_1_3_2_2_35_1","unstructured":"Brent Molina. 2016. CEO Dorsey responds to Twitter timeline outrage. (2016). http:\/\/www.usatoday.com\/story\/tech\/news\/2016\/02\/06\/t witter-may-change-timelines-and-no-onehappy\/79925572\/"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1080\/21670811.2020.1773291"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"crossref","unstructured":"Eli Pariser. 2011. The filter bubble: What the Internet is hiding from you. penguin UK.","DOI":"10.3139\/9783446431164"},{"key":"e_1_3_2_2_38_1","volume-title":"Facebook to axe \u2019discriminatory","author":"Press Associated","year":"2022","unstructured":"Associated Press. 2022. Facebook to axe \u2019discriminatory\u2019 algorithm in US Government settlement. https:\/\/www.theguardian.com\/technology\/2022\/jun\/21\/facebook-lawsuit-settlement-advertising-lookalike-audience-doj"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3372879"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1002\/hbe2.117"},{"key":"e_1_3_2_2_41_1","unstructured":"Fergus Ryan Audrey Fritz and Daria Impiombato. 2020. TikTok and WeChat: Curating and controlling global information flows. (2020)."},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/s42001-020-00084-7"},{"key":"e_1_3_2_2_43_1","volume-title":"meeting of the ICA.","author":"Siles Ignacio","year":"2021","unstructured":"Ignacio Siles and Ariana Mel\u00e9ndez-Moran. 2021. The most aggressive of algorithms\u201d: User awareness of and attachment to TikTok\u2019s content personalization. In annual meeting of the ICA."},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3492841"},{"key":"e_1_3_2_2_45_1","volume-title":"Proceedings of the ACM on human-computer interaction 4, CSCW3(2021)","author":"Simpson Ellen","year":"2021","unstructured":"Ellen Simpson and Bryan Semaan. 2021. For You, or For\u201d You\u201d? Everyday LGBTQ+ Encounters with TikTok. Proceedings of the ACM on human-computer interaction 4, CSCW3(2021), 1\u201334."},{"key":"e_1_3_2_2_46_1","volume-title":"Examining user\u2019s counter-narratives opposing the introduction of algorithmic personalization on Instagram. First Monday","author":"Skrubbeltrang Martina\u00a0Mahnke","year":"2017","unstructured":"Martina\u00a0Mahnke Skrubbeltrang, Josefine Grunnet, and Nicolai\u00a0Traasdahl Tarp. 2017. # RIPINSTAGRAM: Examining user\u2019s counter-narratives opposing the introduction of algorithmic personalization on Instagram. First Monday (2017)."},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3450613.3456835"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"crossref","unstructured":"Harini Suresh and John Guttag. 2021. A framework for understanding sources of harm throughout the machine learning life cycle. In Equity and access in algorithms mechanisms and optimization. 1\u20139.","DOI":"10.1145\/3465416.3483305"},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2007.4401070"},{"key":"e_1_3_2_2_50_1","unstructured":"Andrea Vittorio. 2021. Algorithmic bias on Tech platforms targeted in Democratic Bill."},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174230"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1177\/0163443720972314"}],"event":{"name":"RecSys '22: Sixteenth ACM Conference on Recommender Systems","location":"Seattle WA USA","acronym":"RecSys '22","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 16th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3523227.3551480","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3523227.3551480","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3523227.3551480","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:09:29Z","timestamp":1750183769000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3523227.3551480"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,13]]},"references-count":52,"alternative-id":["10.1145\/3523227.3551480","10.1145\/3523227"],"URL":"https:\/\/doi.org\/10.1145\/3523227.3551480","relation":{},"subject":[],"published":{"date-parts":[[2022,9,13]]},"assertion":[{"value":"2022-09-13","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}