{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T18:42:10Z","timestamp":1755801730532,"version":"3.44.0"},"reference-count":104,"publisher":"Association for Computing Machinery (ACM)","issue":"CSCW2","license":[{"start":{"date-parts":[[2024,11,7]],"date-time":"2024-11-07T00:00:00Z","timestamp":1730937600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["Proc. ACM Hum.-Comput. Interact."],"published-print":{"date-parts":[[2024,11,7]]},"abstract":"<jats:p>The reliability of online dating algorithms has sparked considerable debate, particularly regarding skepticism about their excessive emphasis on evaluating and getting evaluated, which often overshadows the quest for authentic romantic connections. To understand the multifaceted influence of dating algorithms on end-users and explore avenues for algorithmic features considering the dynamics of human relationships, we conducted a mixed-methods study comprising in-depth interviews (N = 22) and a metaphoric co-design workshop (N = 12) with active users of online dating platforms. Interviews revealed that users perceive and respond to algorithmic evaluations with varied perceptions and behaviors, often expressing concerns about the emotional burden of constant self-presentation and the pursuit of quantitative assessments over genuine connections. In the design workshop, users envisioned desired algorithmic features to overcome investigated challenges, such as prioritizing personal values, tailored matchmaking, and support for personal growth in relationships. This research contributes to unraveling the complex dynamics of human-algorithm interaction in the context of online dating. By aligning algorithmic functions more closely with user desires and relationship goals, this study paves the way for more meaningful and authentic connections in the digital dating landscape.<\/jats:p>","DOI":"10.1145\/3687025","type":"journal-article","created":{"date-parts":[[2024,11,8]],"date-time":"2024-11-08T15:52:40Z","timestamp":1731081160000},"page":"1-30","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Beyond Swipes and Scores: Investigating Practices, Challenges and User-Centered Values in Online Dating Algorithms"],"prefix":"10.1145","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3613-2972","authenticated-orcid":false,"given":"Chowon","family":"Kang","sequence":"first","affiliation":[{"name":"Department of Industrial Design, KAIST, Daejeon, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6808-2848","authenticated-orcid":false,"given":"Yoonseo","family":"Choi","sequence":"additional","affiliation":[{"name":"School of Computing, KAIST, Daejeon, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-7371-5895","authenticated-orcid":false,"given":"Yongjae","family":"Sohn","sequence":"additional","affiliation":[{"name":"Department of Industrial Design, KAIST, Daejeon, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5645-1009","authenticated-orcid":false,"given":"Hyunseung","family":"Lim","sequence":"additional","affiliation":[{"name":"Department of Industrial Design, KAIST, Daejeon, Republic of Korea"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5268-3331","authenticated-orcid":false,"given":"Hwajung","family":"Hong","sequence":"additional","affiliation":[{"name":"Department of Industrial Design, KAIST, Daejeon, Republic of Korea"}]}],"member":"320","published-online":{"date-parts":[[2024,11,8]]},"reference":[{"key":"e_1_2_2_1_1","volume-title":"Formal intermediaries in the marriage market: A typology and review. Journal of Marriage and the Family","author":"Ahuvia Aaron C","year":"1992","unstructured":"Aaron C Ahuvia and Mara B Adelman. 1992. Formal intermediaries in the marriage market: A typology and review. Journal of Marriage and the Family (1992), 452--463."},{"volume-title":"The chemistry between us: Love, sex, and the science of attraction","author":"Alexander Brian","key":"e_1_2_2_2_1","unstructured":"Brian Alexander. 2014. The chemistry between us: Love, sex, and the science of attraction. Penguin."},{"key":"e_1_2_2_3_1","volume-title":"Seeing and being seen: Co-situation and impression formation using Grindr, a location-aware gay dating app. New media & society 17, 7","author":"Blackwell Courtney","year":"2015","unstructured":"Courtney Blackwell, Jeremy Birnholtz, and Charles Abbott. 2015. Seeing and being seen: Co-situation and impression formation using Grindr, a location-aware gay dating app. New media & society 17, 7 (2015), 1117--1136."},{"key":"e_1_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3494834.3500240"},{"key":"e_1_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1037\/men0000202"},{"key":"e_1_2_2_6_1","first-page":"1","article-title":"Cyber dating in the age of mobile apps: Understanding motives, attitudes, and characteristics of users","volume":"19","author":"Bryant Katherine","year":"2017","unstructured":"Katherine Bryant and Pavica Sheldon. 2017. Cyber dating in the age of mobile apps: Understanding motives, attitudes, and characteristics of users. American Communication Journal 19, 2 (2017), 1--15.","journal-title":"American Communication Journal"},{"key":"e_1_2_2_7_1","doi-asserted-by":"crossref","unstructured":"Taina Bucher and Anne Helmond. 2017. The affordances of social media platforms. (2017).","DOI":"10.4135\/9781473984066.n14"},{"volume-title":"Interpersonal adaptation: Dyadic interaction patterns","author":"Burgoon Judee K","key":"e_1_2_2_8_1","unstructured":"Judee K Burgoon, Lesa A Stern, and Leesa Dillman. 1995. Interpersonal adaptation: Dyadic interaction patterns. Cambridge University Press."},{"key":"e_1_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1222447110"},{"key":"e_1_2_2_10_1","first-page":"2016","article-title":"I found out my secret internal Tinder rating and now I wish I hadnt","volume":"1","author":"Carr Austin","year":"2016","unstructured":"Austin Carr. 2016. I found out my secret internal Tinder rating and now I wish I hadnt. Fast Company 1, 11 (2016), 2016.","journal-title":"Fast Company"},{"key":"e_1_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581386"},{"key":"e_1_2_2_12_1","unstructured":"ChosunBiz. [n. d.]. 7500? \" ."},{"key":"e_1_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3593013.3594073"},{"key":"e_1_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-24709-5"},{"key":"e_1_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41374-020-00525-x"},{"key":"e_1_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2998181.2998192"},{"key":"e_1_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025659"},{"key":"e_1_2_2_18_1","volume-title":"Cultural perspectives on romantic love. Personal relationships 3, 1","author":"Dion Karen K","year":"1996","unstructured":"Karen K Dion and Kenneth L Dion. 1996. Cultural perspectives on romantic love. Personal relationships 3, 1 (1996), 5--17."},{"key":"e_1_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302310"},{"key":"e_1_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10799-012-0135-8"},{"key":"e_1_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1080\/1369118X.2020.1863999"},{"key":"e_1_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/959258.959266"},{"key":"e_1_2_2_23_1","unstructured":"Johnathan Dunlop. 2018. App-ily ever after-self-presentation and perception of others on the dating app Tinder. (2018)."},{"key":"e_1_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1177\/0163443720968461"},{"key":"e_1_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1083-6101.2006.00020.x"},{"key":"e_1_2_2_26_1","volume-title":"Profile as promise: A framework for conceptualizing veracity in online dating self-presentations. New media & society 14, 1","author":"Ellison Nicole B","year":"2012","unstructured":"Nicole B Ellison, Jeffrey T Hancock, and Catalina L Toma. 2012. Profile as promise: A framework for conceptualizing veracity in online dating self-presentations. New media & society 14, 1 (2012), 45--62."},{"key":"e_1_2_2_27_1","unstructured":"Ahmed Elsaid Abdelhalim Eliwa Elshazly. 2018. Business of love: exploring motivations to use and sentiments towards online dating using big data analytics."},{"key":"e_1_2_2_28_1","unstructured":"Emojipedia. 2023. Apple Emoji List - Emojis for iPhone iPad and macOS [Updated: 2023]."},{"key":"e_1_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858494"},{"key":"e_1_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1080\/00224545.1992.9712105"},{"key":"e_1_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1177\/1529100612436522"},{"volume-title":"d.]. 9 Best Dating Apps Of","year":"2024","key":"e_1_2_2_32_1","unstructured":"Forbes. [n. d.]. 9 Best Dating Apps Of 2024."},{"key":"e_1_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411763.3441349"},{"key":"e_1_2_2_34_1","doi-asserted-by":"crossref","unstructured":"Simson Garfinkel Jeanna Matthews Stuart S Shapiro and Jonathan M Smith. 2017. Toward algorithmic transparency and accountability. 5--5 pages.","DOI":"10.1145\/3125780"},{"key":"e_1_2_2_35_1","volume-title":"Concepts and folk theories. Annual review of anthropology 40","author":"Gelman Susan A","year":"2011","unstructured":"Susan A Gelman and Cristine H Legare. 2011. Concepts and folk theories. Annual review of anthropology 40 (2011), 379."},{"key":"e_1_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1177\/0265407509349633"},{"key":"e_1_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2016.09.004"},{"key":"e_1_2_2_38_1","first-page":"14","article-title":"Game design as marketing: How game mechanics create demand for virtual goods","volume":"5","author":"Hamari Juho","year":"2010","unstructured":"Juho Hamari and Vili Lehdonvirta. 2010. Game design as marketing: How game mechanics create demand for virtual goods. International Journal of Business Science & Applied Management 5, 1 (2010), 14--29.","journal-title":"International Journal of Business Science & Applied Management"},{"key":"e_1_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-2466.2009.01420.x"},{"key":"e_1_2_2_40_1","volume-title":"Motives for In-Person Meetings with Dating Application Matches. Cyberpsychology, Behavior, and Social Networking 25","author":"Harrison Meredith G","year":"2022","unstructured":"Meredith G Harrison, Richard D McAnulty, and Amy Canevello. 2022. College Students? Motives for In-Person Meetings with Dating Application Matches. Cyberpsychology, Behavior, and Social Networking 25, 2 (2022), 130--134."},{"key":"e_1_2_2_41_1","volume-title":"The social construction of algorithms: A reassessment of algorithmic management in food delivery gig work. New Technology, Work and Employment","author":"Heiland Heiner","year":"2023","unstructured":"Heiner Heiland. 2023. The social construction of algorithms: A reassessment of algorithmic management in food delivery gig work. New Technology, Work and Employment (2023)."},{"key":"e_1_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1177\/0265407510361614"},{"key":"e_1_2_2_43_1","volume-title":"2005 Meeting Papers","volume":"207","author":"Hitsch G\u00fcnter J","year":"2005","unstructured":"G\u00fcnter J Hitsch, Ali Horta\u00e7su, and Dan Ariely. 2005. What makes you click: An empirical analysis of online dating. In 2005 Meeting Papers, Vol. 207. Society for Economic Dynamics Minneapolis, MN, 1--51."},{"key":"e_1_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1177\/1440783316662718"},{"key":"e_1_2_2_45_1","volume-title":"Swipe-based dating applications use and its association with mental health outcomes: a cross-sectional study. BMC psychology 8, 1","author":"Holtzhausen Nicol","year":"2020","unstructured":"Nicol Holtzhausen, Keersten Fitzgerald, Ishaan Thakur, Jack Ashley, Margaret Rolfe, and Sabrina Winona Pit. 2020. Swipe-based dating applications use and its association with mental health outcomes: a cross-sectional study. BMC psychology 8, 1 (2020), 1--12."},{"key":"e_1_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-26727-5"},{"key":"e_1_2_2_47_1","volume-title":"Effect of perceived value and social influences on mobile app stickiness and in-app purchase intention. Technological forecasting and social change 108","author":"Hsu Chin-Lung","year":"2016","unstructured":"Chin-Lung Hsu and Judy Chuan-Chuan Lin. 2016. Effect of perceived value and social influences on mobile app stickiness and in-app purchase intention. Technological forecasting and social change 108 (2016), 42--53."},{"key":"e_1_2_2_48_1","first-page":"205630512210895","article-title":"Folk theories of online dating: Exploring people's beliefs about the online dating process and online dating algorithms","volume":"8","author":"Huang Sabrina Angela","year":"2022","unstructured":"Sabrina Angela Huang, Jeffrey Hancock, and Stephanie Tom Tong. 2022. Folk theories of online dating: Exploring people's beliefs about the online dating process and online dating algorithms. Social Media Society 8, 2 (2022), 20563051221089561.","journal-title":"Social Media Society"},{"key":"e_1_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/3274342"},{"key":"e_1_2_2_50_1","first-page":"25","article-title":"Precarious Migrants in a Sharing Economy|# Migrantes on TikTok: Exploring Platformed Belongings","volume":"16","author":"Jaramillo-Dent Daniela","year":"2022","unstructured":"Daniela Jaramillo-Dent, Amanda Alencar, and Yan Asadchy. 2022. Precarious Migrants in a Sharing Economy|# Migrantes on TikTok: Exploring Platformed Belongings. International Journal of Communication 16 (2022), 25.","journal-title":"International Journal of Communication"},{"key":"e_1_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173995"},{"key":"e_1_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/3476046"},{"key":"e_1_2_2_53_1","volume-title":"Worker health and well-being in the gig economy: A proposed framework and research agenda. Entrepreneurial and small business stressors, experienced stress, and well-being 18","author":"Keith Melissa G","year":"2020","unstructured":"Melissa G Keith, Peter D Harms, and Alexander C Long. 2020. Worker health and well-being in the gig economy: A proposed framework and research agenda. Entrepreneurial and small business stressors, experienced stress, and well-being 18 (2020), 1--33."},{"key":"e_1_2_2_54_1","volume-title":"Two theories of home heat control. Cognitive science 10, 1","author":"Kempton Willett","year":"1986","unstructured":"Willett Kempton. 1986. Two theories of home heat control. Cognitive science 10, 1 (1986), 75--90."},{"volume-title":"Metaphor in culture: Universality and variation","author":"K\u00f6vecses Zolt\u00e1n","key":"e_1_2_2_55_1","unstructured":"Zolt\u00e1n K\u00f6vecses. 2005. Metaphor in culture: Universality and variation. Cambridge University Press."},{"key":"e_1_2_2_56_1","doi-asserted-by":"publisher","DOI":"10.3390\/s22051838"},{"volume-title":"Metaphors we live by","author":"Lakoff George","key":"e_1_2_2_57_1","unstructured":"George Lakoff and Mark Johnson. 2008. Metaphors we live by. University of Chicago press."},{"key":"e_1_2_2_58_1","volume-title":"Proceedings of the ACM on Human-Computer Interaction 3, CSCW","author":"Noothigattu Ritesh","year":"2019","unstructured":"Min Kyung Lee, Daniel Kusbit, Anson Kahng, Ji Tae Kim, Xinran Yuan, Allissa Chan, Daniel See, Ritesh Noothigattu, Siheon Lee, Alexandros Psomas, et al. 2019. WeBuildAI: Participatory framework for algorithmic governance. Proceedings of the ACM on Human-Computer Interaction 3, CSCW (2019), 1--35."},{"key":"e_1_2_2_59_1","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2019.02010"},{"key":"e_1_2_2_60_1","volume-title":"Is Vidme the NewTube Why video creators are changing sides and how they feel about it. Masters of Media","author":"Lichtenstein Frederike","year":"2017","unstructured":"Frederike Lichtenstein. 2017. Is Vidme the NewTube Why video creators are changing sides and how they feel about it. Masters of Media (2017)."},{"key":"e_1_2_2_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/3325480.3326570"},{"key":"e_1_2_2_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/3196709.3196811"},{"key":"e_1_2_2_63_1","unstructured":"David Ludden. 2021. How Couples Can Improve Their Communication."},{"key":"e_1_2_2_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445467"},{"key":"e_1_2_2_65_1","volume-title":"17 Accuracy and Bias of Trait Judgments in Romantic Relationships. The Oxford Handbook of Accurate Personality Judgment","author":"Luo Shanhong","year":"2021","unstructured":"Shanhong Luo and David Watson. 2021. 17 Accuracy and Bias of Trait Judgments in Romantic Relationships. The Oxford Handbook of Accurate Personality Judgment (2021), 261."},{"key":"e_1_2_2_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3517587"},{"key":"e_1_2_2_67_1","doi-asserted-by":"publisher","DOI":"10.1057\/ejis.2014.3"},{"key":"e_1_2_2_68_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1475-6811.2012.01416.x"},{"key":"e_1_2_2_69_1","unstructured":"Bennie Mols. 2017. In black box algorithms we trust (or do we). Commun. ACM (2017)."},{"key":"e_1_2_2_70_1","unstructured":"Maddy Mussen. [n. d.]. This is how the Nobel prize winning Hinge algorithm actually works."},{"key":"e_1_2_2_71_1","volume-title":"Folk Theories and User Strategies on Dating Apps. In International Conference on Information. Springer, 445--458","author":"Nader Karim","year":"2022","unstructured":"Karim Nader and Min Kyung Lee. 2022. Folk Theories and User Strategies on Dating Apps. In International Conference on Information. Springer, 445--458."},{"key":"e_1_2_2_72_1","doi-asserted-by":"publisher","DOI":"10.1080\/15240657.2021.1961498"},{"key":"e_1_2_2_73_1","doi-asserted-by":"publisher","DOI":"10.1145\/3593013.3594069"},{"key":"e_1_2_2_74_1","volume-title":"Proceedings of the Preference Learning (PL-10)","author":"Pizzato Luiz","year":"2010","unstructured":"Luiz Pizzato, Thomas Chung, Tomasz Rej, Irena Koprinska, Kalina Yacef, and Judy Kay. 2010. Learning user preferences in online dating. In Proceedings of the Preference Learning (PL-10) Tutorial and Workshop, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD). Citeseer."},{"key":"e_1_2_2_75_1","first-page":"84","article-title":"The Commoditized self: interpersonal communication in tinder online dating apps","volume":"1","author":"Fandia Purwaningtyas Mashita Phitaloka","year":"2020","unstructured":"Mashita Phitaloka Fandia Purwaningtyas, Syakira N Maharani, and Dian Arymami. 2020. The Commoditized self: interpersonal communication in tinder online dating apps. International Journal of Indonesian Popular Cultura and Communication 1, 2 (2020), 84--95.","journal-title":"International Journal of Indonesian Popular Cultura and Communication"},{"key":"e_1_2_2_76_1","doi-asserted-by":"publisher","DOI":"10.1145\/3593013.3594043"},{"key":"e_1_2_2_77_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3173677"},{"key":"e_1_2_2_78_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702174"},{"key":"e_1_2_2_79_1","doi-asserted-by":"publisher","DOI":"10.1177\/2050157916664559"},{"key":"e_1_2_2_80_1","doi-asserted-by":"publisher","DOI":"10.1145\/245108.245121"},{"key":"e_1_2_2_81_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2007.10.003"},{"key":"e_1_2_2_82_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1908630116"},{"key":"e_1_2_2_83_1","volume-title":"Dataclysm: Who we are (when we think no one's looking)","author":"Rudder Christian","year":"2014","unstructured":"Christian Rudder. 2014. Dataclysm: Who we are (when we think no one's looking). Random House Canada."},{"key":"e_1_2_2_84_1","volume-title":"The role of metaphor in interaction design. Information Architecture Summit 6","author":"Saffer Dan","year":"2005","unstructured":"Dan Saffer. 2005. The role of metaphor in interaction design. Information Architecture Summit 6 (2005)."},{"key":"e_1_2_2_85_1","volume-title":"Kamel Abdi, Sahar Dalvand, and Reza Ghanei Gheshlagh.","author":"Sayehmiri Kourosh","year":"2020","unstructured":"Kourosh Sayehmiri, Karez Ibrahim Kareem, Kamel Abdi, Sahar Dalvand, and Reza Ghanei Gheshlagh. 2020. The relationship between personality traits and marital satisfaction: a systematic review and meta-analysis. BMC psychology 8, 1 (2020), 1--8."},{"key":"e_1_2_2_86_1","first-page":"1","article-title":"Finding love on a first data: Matching algorithms in online dating","volume":"4","author":"Sharabi Liesel L","year":"2022","unstructured":"Liesel L Sharabi. 2022. Finding love on a first data: Matching algorithms in online dating. Harvard Data Science Review 4, 1 (2022), 1--11.","journal-title":"Harvard Data Science Review"},{"key":"e_1_2_2_87_1","volume-title":"The enduring effect of internet dating: Meeting online and the road to marriage. Communication Research","author":"Sharabi Liesel L","year":"2023","unstructured":"Liesel L Sharabi. 2023. The enduring effect of internet dating: Meeting online and the road to marriage. Communication Research (2023), 00936502221127498."},{"key":"e_1_2_2_88_1","volume-title":"Howdo users interact with algorithm recommender systems? The interaction of users, algorithms, and performance. Computers in human behavior 109","author":"Shin Donghee","year":"2020","unstructured":"Donghee Shin. 2020. Howdo users interact with algorithm recommender systems? The interaction of users, algorithms, and performance. Computers in human behavior 109 (2020), 106344."},{"key":"e_1_2_2_89_1","doi-asserted-by":"publisher","DOI":"10.1108\/INTR-02-2021-0087"},{"key":"e_1_2_2_90_1","volume-title":"LEARNING ABOUT SELF AND SOCIETY THROUGH ONLINE DATING PLATFORMS. eLearning & Software for Education 3","author":"Maria","year":"2020","unstructured":"Maria STOICESCU and Cosima RUGHINIS, . 2020. LEARNING ABOUT SELF AND SOCIETY THROUGH ONLINE DATING PLATFORMS. eLearning & Software for Education 3 (2020)."},{"key":"e_1_2_2_91_1","volume-title":"Love me Tinder: Untangling emerging adults? motivations for using the dating application Tinder. Telematics and informatics 34, 1","author":"Sumter Sindy R","year":"2017","unstructured":"Sindy R Sumter, Laura Vandenbosch, and Loes Ligtenberg. 2017. Love me Tinder: Untangling emerging adults? motivations for using the dating application Tinder. Telematics and informatics 34, 1 (2017), 67--78."},{"key":"e_1_2_2_92_1","volume-title":"Experiencing algorithms: How young people understand, feel about, and engage with algorithmic news selection on social media. Social media society 7, 2","author":"Swart Jo\u00eblle","year":"2021","unstructured":"Jo\u00eblle Swart. 2021. Experiencing algorithms: How young people understand, feel about, and engage with algorithmic news selection on social media. Social media society 7, 2 (2021), 20563051211008828."},{"key":"e_1_2_2_93_1","doi-asserted-by":"publisher","DOI":"10.1186\/s40900-022-00373-7"},{"key":"e_1_2_2_94_1","volume-title":"Looks and lies: The role of physical attractiveness in online dating self-presentation and deception. Communication research 37, 3","author":"Toma Catalina L","year":"2010","unstructured":"Catalina L Toma and Jeffrey T Hancock. 2010. Looks and lies: The role of physical attractiveness in online dating self-presentation and deception. Communication research 37, 3 (2010), 335--351."},{"key":"e_1_2_2_95_1","doi-asserted-by":"publisher","DOI":"10.1145\/2567948.2579240"},{"key":"e_1_2_2_96_1","doi-asserted-by":"publisher","DOI":"10.1080\/1369118X.2016.1252412"},{"key":"e_1_2_2_97_1","volume-title":"Revealing the realme, searching for the actualyou: Presentations of self on an internet dating site. Computers in human behavior 24, 4","author":"Whitty Monica T","year":"2008","unstructured":"Monica T Whitty. 2008. Revealing the realme, searching for the actualyou: Presentations of self on an internet dating site. Computers in human behavior 24, 4 (2008), 1707--1723."},{"key":"e_1_2_2_98_1","unstructured":"Wikipedia. [n. d.]. Elo rating system."},{"key":"e_1_2_2_99_1","unstructured":"Wikipedia. [n. d.]. Gale--Shapley algorithm."},{"key":"e_1_2_2_100_1","doi-asserted-by":"publisher","DOI":"10.1145\/3272973.3273005"},{"key":"e_1_2_2_101_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359321"},{"key":"e_1_2_2_102_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3501866"},{"key":"e_1_2_2_103_1","doi-asserted-by":"publisher","DOI":"10.1145\/2660398.2660410"},{"key":"e_1_2_2_104_1","doi-asserted-by":"publisher","DOI":"10.1145\/3491101.3516506"}],"container-title":["Proceedings of the ACM on Human-Computer Interaction"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3687025","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3687025","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T00:45:10Z","timestamp":1755737110000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3687025"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,7]]},"references-count":104,"journal-issue":{"issue":"CSCW2","published-print":{"date-parts":[[2024,11,7]]}},"alternative-id":["10.1145\/3687025"],"URL":"https:\/\/doi.org\/10.1145\/3687025","relation":{},"ISSN":["2573-0142"],"issn-type":[{"type":"electronic","value":"2573-0142"}],"subject":[],"published":{"date-parts":[[2024,11,7]]},"assertion":[{"value":"2024-11-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}