{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:13:22Z","timestamp":1750220002077,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":51,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:00:00Z","timestamp":1687046400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,6,18]]},"DOI":"10.1145\/3565472.3592951","type":"proceedings-article","created":{"date-parts":[[2023,6,19]],"date-time":"2023-06-19T14:31:07Z","timestamp":1687185067000},"page":"78-84","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Personalizing Time Loss Aversion to Reduce Social Media Use"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8706-8758","authenticated-orcid":false,"given":"Ziwei","family":"Gao","sequence":"first","affiliation":[{"name":"University College London, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,6,19]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1503\/cmaj.190434"},{"volume-title":"Recommender systems. Vol.\u00a01","author":"C Aggarwal","key":"e_1_3_2_2_2_1","unstructured":"Charu\u00a0C Aggarwal 2016. Recommender systems. Vol.\u00a01. Springer."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1017\/edp.2014.2"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1071\/HE16026"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph17176128"},{"key":"e_1_3_2_2_6_1","volume-title":"The relationship between addictive use of social media, narcissism, and self-esteem: Findings from a large national survey. Addictive behaviors 64","author":"Andreassen Cecilie\u00a0Schou","year":"2017","unstructured":"Cecilie\u00a0Schou Andreassen, St\u00e5le Pallesen, and Mark\u00a0D Griffiths. 2017. The relationship between addictive use of social media, narcissism, and self-esteem: Findings from a large national survey. Addictive behaviors 64 (2017), 287\u2013293."},{"key":"e_1_3_2_2_7_1","volume-title":"How actions create\u2013not just reveal\u2013preferences. Trends in cognitive sciences 12, 1","author":"Ariely Dan","year":"2008","unstructured":"Dan Ariely and Michael\u00a0I Norton. 2008. How actions create\u2013not just reveal\u2013preferences. Trends in cognitive sciences 12, 1 (2008), 13\u201316."},{"key":"e_1_3_2_2_8_1","volume-title":"CEUR Workshop Proceedings, Vol.\u00a03087","author":"Ashton Hal","year":"2022","unstructured":"Hal Ashton and Matija Franklin. 2022. The problem of behaviour and preference manipulation in AI systems. In CEUR Workshop Proceedings, Vol.\u00a03087. CEUR Workshop Proceedings."},{"key":"e_1_3_2_2_9_1","volume-title":"Solutions to preference manipulation in recommender systems require knowledge of meta-preferences. arXiv preprint arXiv:2209.11801","author":"Ashton Hal","year":"2022","unstructured":"Hal Ashton and Matija Franklin. 2022. Solutions to preference manipulation in recommender systems require knowledge of meta-preferences. arXiv preprint arXiv:2209.11801 (2022)."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.17705\/1thci.00091"},{"key":"e_1_3_2_2_11_1","volume-title":"Exploring the influence of social media on employee work performance. Internet Research","author":"Cao Xiongfei","year":"2016","unstructured":"Xiongfei Cao, Xitong Guo, Douglas Vogel, and Xi Zhang. 2016. Exploring the influence of social media on employee work performance. Internet Research (2016)."},{"key":"e_1_3_2_2_12_1","volume-title":"Smartphone use and smartphone addiction in middle school students in Korea: Prevalence, social networking service, and game use. Health psychology open 5, 1","author":"Cha Seong-Soo","year":"2018","unstructured":"Seong-Soo Cha and Bo-Kyung Seo. 2018. Smartphone use and smartphone addiction in middle school students in Korea: Prevalence, social networking service, and game use. Health psychology open 5, 1 (2018), 2055102918755046."},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10567-022-00404-5"},{"volume-title":"Statistical power analysis for the behavioral sciences","author":"Cohen Jacob","key":"e_1_3_2_2_14_1","unstructured":"Jacob Cohen. 2013. Statistical power analysis for the behavioral sciences. Routledge."},{"key":"e_1_3_2_2_15_1","first-page":"460","article-title":"Loss aversion bias or fear of missing out: A behavioural economics analysis of compensation in investor\u2013state dispute settlement","volume":"8","author":"Collins David","year":"2017","unstructured":"David Collins. 2017. Loss aversion bias or fear of missing out: A behavioural economics analysis of compensation in investor\u2013state dispute settlement. Journal of International Dispute Settlement 8, 3 (2017), 460\u2013482.","journal-title":"Journal of International Dispute Settlement"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2013.05.022"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.2196\/14834"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1002\/hbe2.229"},{"key":"e_1_3_2_2_19_1","unstructured":"Matija Franklin. 2022. Virtual Spillover of preferences and behavior from extended reality. (2022)."},{"key":"e_1_3_2_2_20_1","volume-title":"Missing Mechanisms of Manipulation in the EU AI Act. In The International FLAIRS Conference Proceedings, Vol.\u00a035","author":"Franklin Matija","year":"2022","unstructured":"Matija Franklin, Hal Ashton, Rebecca Gorman, and Stuart Armstrong. 2022. Missing Mechanisms of Manipulation in the EU AI Act. In The International FLAIRS Conference Proceedings, Vol.\u00a035."},{"key":"e_1_3_2_2_21_1","volume-title":"Recognising the importance of preference change: A call for a coordinated multidisciplinary research effort in the age of AI. arXiv preprint arXiv:2203.10525","author":"Franklin Matija","year":"2022","unstructured":"Matija Franklin, Hal Ashton, Rebecca Gorman, and Stuart Armstrong. 2022. Recognising the importance of preference change: A call for a coordinated multidisciplinary research effort in the age of AI. arXiv preprint arXiv:2203.10525 (2022)."},{"key":"e_1_3_2_2_22_1","volume-title":"arXiv preprint arXiv:2304.06630","author":"Gao Ziwei","year":"2023","unstructured":"Ziwei Gao. 2023. Time-Based Addiction. arXiv preprint arXiv:2304.06630 (2023)."},{"key":"e_1_3_2_2_23_1","volume-title":"Time Loss Aversion. In HCI International 2023 Posters: 25th International Conference on Human-Computer Interaction, HCII 2023. Springer.","author":"Gao Ziwei","year":"2023","unstructured":"Ziwei Gao. 2023. Time Loss Aversion. In HCI International 2023 Posters: 25th International Conference on Human-Computer Interaction, HCII 2023. Springer."},{"key":"e_1_3_2_2_24_1","volume-title":"Associations between social media and cyberbullying: a review of the literature. mhealth 2","author":"Garett Renee","year":"2016","unstructured":"Renee Garett, Lynwood\u00a0R Lord, and Sean\u00a0D Young. 2016. Associations between social media and cyberbullying: a review of the literature. mhealth 2 (2016)."},{"key":"e_1_3_2_2_25_1","volume-title":"International Journal of Emerging Markets","author":"Gupta Shilpi","year":"2021","unstructured":"Shilpi Gupta and Monica Shrivastava. 2021. Herding and loss aversion in stock markets: mediating role of fear of missing out (FOMO) in retail investors. International Journal of Emerging Markets (2021)."},{"key":"e_1_3_2_2_26_1","first-page":"412586765","article-title":"How TikTok is rewriting the world","volume":"10","author":"Herrman John","year":"2019","unstructured":"John Herrman. 2019. How TikTok is rewriting the world. The New York Times 10 (2019), 412586765\u20131586369711.","journal-title":"The New York Times"},{"key":"e_1_3_2_2_27_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_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chbr.2020.100052"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"crossref","unstructured":"Daniel Kahneman and Amos Tversky. 2013. Prospect theory: An analysis of decision under risk. In Handbook of the fundamentals of financial decision making: Part I. World Scientific 99\u2013127.","DOI":"10.1142\/9789814417358_0006"},{"key":"e_1_3_2_2_30_1","unstructured":"Jonas Karlsson and Martin Larsson. 2016. Adapting infinite-scroll with the user experience in mind."},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eclinm.2018.12.005"},{"key":"e_1_3_2_2_32_1","unstructured":"Eike\u00a0B Kroll and Bodo Vogt. 2008. Loss aversion for time: an experimental investigation of time preferences. Working Paper Series (2008)."},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2020.10.005"},{"key":"e_1_3_2_2_34_1","volume-title":"Recommender systems. Physics reports 519, 1","author":"L\u00fc Linyuan","year":"2012","unstructured":"Linyuan L\u00fc, Mat\u00fa\u0161 Medo, Chi\u00a0Ho Yeung, Yi-Cheng Zhang, Zi-Ke Zhang, and Tao Zhou. 2012. Recommender systems. Physics reports 519, 1 (2012), 1\u201349."},{"key":"e_1_3_2_2_35_1","volume-title":"The autonomous choice architect. AI & SOCIETY","author":"Mills Stuart","year":"2022","unstructured":"Stuart Mills and Henrik\u00a0Skaug S\u00e6tra. 2022. The autonomous choice architect. AI & SOCIETY (2022), 1\u201313."},{"key":"e_1_3_2_2_36_1","volume-title":"Everyday disconnection experiences: Exploring people\u2019s understanding of digital well-being and management of digital media use. new media & society","author":"Nguyen Minh\u00a0Hao","year":"2022","unstructured":"Minh\u00a0Hao Nguyen, Moritz B\u00fcchi, and Sarah Geber. 2022. Everyday disconnection experiences: Exploring people\u2019s understanding of digital well-being and management of digital media use. new media & society (2022), 14614448221105428."},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1177\/20551029211062029"},{"key":"e_1_3_2_2_38_1","volume-title":"Fickle focus: Distraction, affect and the production of value in social media. First Monday","author":"Paasonen Susanna","year":"2016","unstructured":"Susanna Paasonen. 2016. Fickle focus: Distraction, affect and the production of value in social media. First Monday (2016)."},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1177\/20501579211028647"},{"key":"e_1_3_2_2_40_1","volume-title":"Loss aversion of time: Serving school lunches faster without impacting meal experience. Ecology of food and nutrition 57, 6","author":"Sharma Amit","year":"2018","unstructured":"Amit Sharma, Joonho Moon, and Lisa Bailey-Davis. 2018. Loss aversion of time: Serving school lunches faster without impacting meal experience. Ecology of food and nutrition 57, 6 (2018), 456\u2013472."},{"key":"e_1_3_2_2_41_1","volume-title":"Social media and academic performance: Does the intensity of Facebook activity relate to good grades?Schmalenbach Business Review 67","author":"Skiera Bernd","year":"2015","unstructured":"Bernd Skiera, Oliver Hinz, and Martin Spann. 2015. Social media and academic performance: Does the intensity of Facebook activity relate to good grades?Schmalenbach Business Review 67 (2015), 54\u201372."},{"volume-title":"Global social networks ranked by number of users","year":"2022","key":"e_1_3_2_2_42_1","unstructured":"Statista. 2022. Global social networks ranked by number of users 2022. Retrieved from https:\/\/www.statista.com\/statistics\/272014\/global-social-networks-ranked-by-number-of-users\/ (2022)."},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1089\/cyber.2018.0070"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.addbeh.2020.106699"},{"key":"e_1_3_2_2_45_1","volume-title":"Fear of missing out (FoMO) among social media users: a systematic literature review, synthesis and framework for future research. Internet Research","author":"Tandon Anushree","year":"2021","unstructured":"Anushree Tandon, Amandeep Dhir, Intesar Almugren, Ghada\u00a0Naif AlNemer, and Matti M\u00e4ntym\u00e4ki. 2021. Fear of missing out (FoMO) among social media users: a systematic literature review, synthesis and framework for future research. Internet Research (2021)."},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2021.121149"},{"key":"e_1_3_2_2_47_1","volume-title":"Decreases in self-reported sleep duration among US adolescents 2009\u20132015 and association with new media screen time. Sleep medicine 39","author":"Twenge M","year":"2017","unstructured":"Jean\u00a0M Twenge, Zlatan Krizan, and Garrett Hisler. 2017. Decreases in self-reported sleep duration among US adolescents 2009\u20132015 and association with new media screen time. Sleep medicine 39 (2017), 47\u201353."},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2017.07.038"},{"key":"e_1_3_2_2_49_1","volume-title":"Acceptable losses: The debatable origins of loss aversion. Psychological research 83, 7","author":"Yechiam Eldad","year":"2019","unstructured":"Eldad Yechiam. 2019. Acceptable losses: The debatable origins of loss aversion. Psychological research 83, 7 (2019), 1327\u20131339."},{"key":"e_1_3_2_2_50_1","first-page":"20","article-title":"Social ties, social networks and the Facebook experience","volume":"9","author":"Young Kirsty","year":"2011","unstructured":"Kirsty Young. 2011. Social ties, social networks and the Facebook experience. International Journal of Emerging Technologies and Society 9, 1 (2011), 20.","journal-title":"International Journal of Emerging Technologies and Society"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11126-020-09852-0"}],"event":{"name":"UMAP '23: 31st ACM Conference on User Modeling, Adaptation and Personalization","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Limassol Cyprus","acronym":"UMAP '23"},"container-title":["Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3565472.3592951","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3565472.3592951","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:50:59Z","timestamp":1750182659000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3565472.3592951"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,18]]},"references-count":51,"alternative-id":["10.1145\/3565472.3592951","10.1145\/3565472"],"URL":"https:\/\/doi.org\/10.1145\/3565472.3592951","relation":{},"subject":[],"published":{"date-parts":[[2023,6,18]]},"assertion":[{"value":"2023-06-19","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}