{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T13:08:32Z","timestamp":1765544912482,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":59,"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\/3565472.3592958","type":"proceedings-article","created":{"date-parts":[[2023,6,19]],"date-time":"2023-06-19T14:31:07Z","timestamp":1687185067000},"page":"66-77","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["Investigating the effectiveness of persuasive justification messages in fair music recommender systems for users with different personality traits"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8616-5962","authenticated-orcid":false,"given":"Somayeh","family":"Fatahi","sequence":"first","affiliation":[{"name":"University of Saskatchewan, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2547-124X","authenticated-orcid":false,"given":"Mina","family":"Mousavifar","sequence":"additional","affiliation":[{"name":"University of Saskatchewan, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5050-3106","authenticated-orcid":false,"given":"Julita","family":"Vassileva","sequence":"additional","affiliation":[{"name":"University of Saskatchewan, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2023,6,19]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7637-6_13"},{"key":"e_1_3_2_1_2_1","first-page":"95","author":"Schedl M.","year":"2018","unstructured":"M. Schedl, H. Zamani, C.-W. Chen, Y. Deldjoo and M. Elahi, \"Current challenges and visions in music recommender systems research,\" International Journal of Multimedia Information Retrieval, pp. 95-116, 2018.","journal-title":"\"Current challenges and visions in music recommender systems research,\" International Journal of Multimedia Information Retrieval"},{"key":"e_1_3_2_1_3_1","first-page":"199","volume-title":"Effects of personal characteristics in control-oriented user interfaces for music recommender systems,\" User Modeling and User-Adapted Interaction","author":"Jin Y.","year":"2020","unstructured":"Y. Jin, N. Tintarev, . N. N. Htun and K. Verbert, \"Effects of personal characteristics in control-oriented user interfaces for music recommender systems,\" User Modeling and User-Adapted Interaction , pp. 199-249, 2020."},{"key":"e_1_3_2_1_4_1","volume-title":"RecSys\u201919","author":"Abdollahpouri H.","year":"2019","unstructured":"H. Abdollahpouri and R. Burke, \"Multi-stakeholder recommendation and its connection to multi-sided fairness,\" in 13th ACM Conference on Recommender Systems, RecSys\u201919, 2019."},{"key":"e_1_3_2_1_5_1","volume-title":"One-class collaborative filtering with the queryable variational autoencoder,\" in 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval","author":"Wu G.","year":"2019","unstructured":"G. Wu, . M. R. Bouadjenek and S. Sanner, \"One-class collaborative filtering with the queryable variational autoencoder,\" in 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019."},{"key":"e_1_3_2_1_6_1","volume-title":"From hits to niches? or how popular artists can bias music recommendation and discovery","author":"\u00d2scar C.","year":"2008","unstructured":"C. \u00d2scar and P. Cano, \"From hits to niches? or how popular artists can bias music recommendation and discovery,\" 2008."},{"key":"e_1_3_2_1_7_1","first-page":"643","volume-title":"ambiguity, and the Savage axioms,\" he quarterly journal of economics","author":"Ellsberg D.","year":"1961","unstructured":"D. Ellsberg, \"Risk, ambiguity, and the Savage axioms,\" he quarterly journal of economics, pp. 643-669, 1961."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412152"},{"key":"e_1_3_2_1_9_1","first-page":"1","author":"Wang Y.","year":"2023","unstructured":"Y. Wang, W. Ma, M. Zhang, Y. Liu and S. Ma, \"A survey on the fairness of recommender systems,\" ACM Transactions on Information Systems, pp. 1-43., 2023.","journal-title":"\"A survey on the fairness of recommender systems,\" ACM Transactions on Information Systems"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3351095.3372829"},{"key":"e_1_3_2_1_11_1","volume-title":"Fairness in music recommender systems: A stakeholder-centered mini review,\" Frontiers in big Data","author":"Dinnissen K.","year":"2022","unstructured":"K. Dinnissen and C. Bauer, \"Fairness in music recommender systems: A stakeholder-centered mini review,\" Frontiers in big Data, 2022."},{"key":"e_1_3_2_1_12_1","first-page":"629","volume-title":"P. Lops and S. Giovanni , \"Generating post hoc review-based natural language justifications for recommender systems,\" User Modeling and User-Adapted Interaction","author":"Musto C.","year":"2021","unstructured":"C. Musto, d. G. Marco , P. Lops and S. Giovanni , \"Generating post hoc review-based natural language justifications for recommender systems,\" User Modeling and User-Adapted Interaction, pp. 629-673, 2021."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2008.2003969"},{"key":"e_1_3_2_1_14_1","first-page":"1675","volume-title":"Personality, media preferences, and cultural participation,\" Personality and individual differences","author":"Kraaykamp G.","year":"2005","unstructured":"G. Kraaykamp and K. V. Eijck, \"Personality, media preferences, and cultural participation,\" Personality and individual differences, pp. 1675-1688, 2005."},{"key":"e_1_3_2_1_15_1","first-page":"287","author":"Shim J. W.","year":"2007","unstructured":"J. W. Shim and B. Paul, \"Effects of personality types on the use of television genre,\" Journal of Broadcasting & Electronic Media, pp. 287-304, 2007.","journal-title":"\"Effects of personality types on the use of television genre,\" Journal of Broadcasting & Electronic Media"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-20267-9_25"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3079628.3079693"},{"key":"e_1_3_2_1_18_1","first-page":"597","volume-title":"The song is you: Preferences for musical attribute dimensions reflect personality,\" Social Psychological and Personality Science","author":"Greenberg D. M.","year":"2016","unstructured":"D. M. Greenberg, M. Kosinski, D. J. Stillwell, B. L. Monteiro, D. J. Levitin and P. J. Rentfrow, \"The song is you: Preferences for musical attribute dimensions reflect personality,\" Social Psychological and Personality Science, pp. 597-605, 2016."},{"key":"e_1_3_2_1_19_1","volume-title":"The do re mi's of everyday life: the structure and personality correlates of music preferences,\" Journal of personality and social psychology","author":"Rentfrow P. J.","year":"2003","unstructured":"P. J. Rentfrow and S. D. Gosling, \"The do re mi's of everyday life: the structure and personality correlates of music preferences,\" Journal of personality and social psychology , 2003."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"T. Sch\u00e4fer and M. Claudia \"Can personality traits predict musical style preferences? A meta-analysis \" Personality and Individual Differences pp. 265-273 2017.","DOI":"10.1016\/j.paid.2017.04.061"},{"key":"e_1_3_2_1_21_1","first-page":"69","volume-title":"Type D personality and the Dark Triad on susceptibility to persuasion,\" Personality and Individual Differences","author":"Wall H. J.","year":"2019","unstructured":"H. J. Wall, C. C. Campbell, L. K. Kaye, A. Levy and N. Bhullar, \"Personality profiles and persuasion: an exploratory study investigating the role of the Big-5, Type D personality and the Dark Triad on susceptibility to persuasion,\" Personality and Individual Differences, pp. 69-76, 2019."},{"key":"e_1_3_2_1_22_1","volume-title":"PERSUASIVE 2010","author":"Halko S.","year":"2010","unstructured":"S. Halko and . J. A. Kientz., \"Personality and persuasive technology: an exploratory study on health-promoting mobile applications,\" in 5th International Conference, PERSUASIVE 2010, Berlin , 2010."},{"key":"e_1_3_2_1_23_1","first-page":"2017","author":"Oyibo K.","year":"2017","unstructured":"K. Oyibo, R. Orji and J. Vassileva, \"Investigation of the Influence of Personality Traits on Cialdini's Persuasive Strategies,\" in PPT@ PERSUASIVE 2017, 2017.","journal-title":"\"Investigation of the Influence of Personality Traits on Cialdini's Persuasive Strategies,\" in PPT@ PERSUASIVE"},{"key":"e_1_3_2_1_24_1","volume-title":"Explaining collaborative filtering recommendations,\" in In Proceedings of the 2000 ACM conference on Computer supported cooperative work","author":"Herlocker J. L.","year":"2000","unstructured":"J. L. Herlocker, . A. K. Joseph and J. Riedl, \"Explaining collaborative filtering recommendations,\" in In Proceedings of the 2000 ACM conference on Computer supported cooperative work, 2000."},{"key":"e_1_3_2_1_25_1","volume-title":"A survey of explanations in recommender systems,\" in 23rd international conference on data engineering workshop","author":"Tintarev N.","year":"2007","unstructured":"N. Tintarev and J. Masthoff, \"A survey of explanations in recommender systems,\" in 23rd international conference on data engineering workshop, 2007."},{"key":"e_1_3_2_1_26_1","volume-title":"the effects of personal characteristics when explaining music recommendations,\" in 24th International Conference on Intelligent User Interfaces","author":"Millecamp M.","year":"2019","unstructured":"M. Millecamp, N. N. Htun, C. Cristina and V. Katrien , \"To explain or not to explain: the effects of personal characteristics when explaining music recommendations,\" in 24th International Conference on Intelligent User Interfaces, 2019."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"crossref","unstructured":"M. Millecamp N. N. Htun and . C. Conati \"What's in a user? Towards personalising transparency for music recommender interfaces \" 2020.","DOI":"10.1145\/3340631.3394844"},{"key":"e_1_3_2_1_28_1","volume-title":"Exploring the Effects of Natural Language Justifications in Food Recommender Systems","author":"Cataldo M.","year":"2021","unstructured":"M. Cataldo, A. D. Starke, C. Trattner, A. Rapp and G. Semeraro, \"Exploring the Effects of Natural Language Justifications in Food Recommender Systems,\" 2021."},{"key":"e_1_3_2_1_29_1","volume-title":"Wadsworth\/Cengage Learning","author":"Burger J. M.","year":"2011","unstructured":"J. M. Burger, Introduction to personality, Wadsworth\/Cengage Learning, 2011."},{"key":"e_1_3_2_1_30_1","volume-title":"Switzerland","author":"Matthias B.","year":"2015","unstructured":"B. Matthias, M. Elahi and F. Ricci, \"User personality and the new user problem in a context-aware point of interest recommender system,\" in Information and Communication Technologies in Tourism, Switzerland, 2015."},{"key":"e_1_3_2_1_31_1","unstructured":"E. Mehdi M. Braunhofer F. Ricci and M. Tkalcic \"Personality-based active learning for collaborative filtering recommender systems \" in Advances in Artificial Intelligence: XIIIth International Conference of the Italian Association for Artificial Intelligence 2013."},{"key":"e_1_3_2_1_32_1","volume-title":"A review of factors affecting music recommender success,\" in 3rd International Conference on Music Information Retrieval","author":"Uitdenbogerd A.","year":"2002","unstructured":"A. Uitdenbogerd and R. Schyndel, \"A review of factors affecting music recommender success,\" in 3rd International Conference on Music Information Retrieval, 2002."},{"key":"e_1_3_2_1_33_1","volume-title":"The Big-Five trait taxonomy: History, measurement, and theoretical perspectives","author":"John O. P.","year":"1999","unstructured":"O. P. John and S. Srivastava, The Big-Five trait taxonomy: History, measurement, and theoretical perspectives, 1999."},{"key":"e_1_3_2_1_34_1","volume-title":"The big five inventory-Versions 4a and 54","author":"John O. E. D.","year":"1991","unstructured":"O. E. D. John and R. Kentle, The big five inventory-Versions 4a and 54. Berkeley, CA: University of California, Institute of Personality and Social Research, 1991."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"crossref","unstructured":"I. B. Myers \"The Myers-Briggs Type Indicator \" 1962.","DOI":"10.1037\/14404-000"},{"key":"e_1_3_2_1_36_1","volume-title":"a method incorporating personality into movie recommender systems,\" in 18th International Conference","author":"Nalmpantis O.","year":"2017","unstructured":"O. Nalmpantis and T. Christos , \"The 50\/50 recommender: a method incorporating personality into movie recommender systems,\" in 18th International Conference, 2017."},{"key":"e_1_3_2_1_37_1","volume-title":"Technologies and Analytics: 10th International Conference","author":"Adaji I.","year":"2018","unstructured":"I. Adaji, C. Sharmaine, S. Debrowney, K. Oyibo and J. Vassileva, \"Personality based recipe recommendation using recipe network graphs,\" in ocial Computing and Social Media. Technologies and Analytics: 10th International Conference, Las Vegas, 2018."},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080826"},{"key":"e_1_3_2_1_39_1","volume-title":"UMAP 2010","author":"Freyne J.","year":"2010","unstructured":"J. Freyne and S. Berkovsky, \"Recommending food: Reasoning on recipes and ingredients,\" in 8th International Conference, UMAP 2010, Berlin Heidelberg, 2010."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"crossref","unstructured":"Y. Hsin-Chang and . Z.-R. Huang \"Mining personality traits from social messages for game recommender systems \" Knowledge-Based Systems pp. 157-168 2019.","DOI":"10.1016\/j.knosys.2018.11.025"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412223"},{"key":"e_1_3_2_1_42_1","first-page":"175","volume-title":"An introduction to the five\u2010factor model and its applications,\" Journal of personality","author":"McCrae R. R.","year":"1992","unstructured":"R. R. McCrae and O. P. John, \"An introduction to the five\u2010factor model and its applications,\" Journal of personality, pp. 175-215, 1992."},{"key":"e_1_3_2_1_43_1","volume-title":"Personalized explanations for hybrid recommender systems,\" in In Proceedings of the 24th International Conference on Intelligent User Interfaces","author":"Kouki P.","year":"2019","unstructured":"P. Kouki, J. Schaffer, J. Pujara, J. O'Donovan and L. Getoor, \"Personalized explanations for hybrid recommender systems,\" in In Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019."},{"volume-title":"Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being,\" American psychologist","author":"Ryan R. M.","key":"e_1_3_2_1_44_1","unstructured":"R. M. Ryan and E. L. Deci, \"Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being,\" American psychologist, vol. 55, no. 1, 2000."},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"crossref","unstructured":". L. R. Goldberg \"The structure of phenotypic personality traits \" American psychologist 1993.","DOI":"10.1037\/\/0003-066X.48.1.26"},{"key":"e_1_3_2_1_46_1","first-page":"84","author":"Goldberg L. R.","year":"2006","unstructured":"L. R. Goldberg, J. A. Johnson, H. W. Eber, H. Robert , M. C. Ashton, C. R. Cloninger and H. G. Gough, \"The International Personality Item Pool and the future of public-domain personality measures,\" Journal of Research in personality, pp. 84-96, 2006.","journal-title":"\"The International Personality Item Pool and the future of public-domain personality measures,\" Journal of Research in personality"},{"key":"e_1_3_2_1_47_1","first-page":"2","volume-title":"using computers to change what we think and do,\" Ubiquity","author":"Fogg B. J.","year":"2002","unstructured":"B. J. Fogg, \"Persuasive technology: using computers to change what we think and do,\" Ubiquity, p. 2, 2002."},{"key":"e_1_3_2_1_48_1","volume-title":"Scientific American","author":"Cialdini R. B.","year":"2004","unstructured":"R. B. Cialdini, The science of persuasion, Scientific American, 2004."},{"key":"e_1_3_2_1_49_1","first-page":"3","volume-title":"Classifying compliance gaining messages: Taxonomic disorder and strategic confusion","author":"Kathy K.","year":"1994","unstructured":"K. Kathy and T. Cole, \"Classifying compliance gaining messages: Taxonomic disorder and strategic confusion,\" pp. 3-60, 1994."},{"key":"e_1_3_2_1_50_1","volume-title":"Communication and persuasion","author":"Hovland C. I.","year":"1953","unstructured":"C. I. Hovland, . I. L. Janis and H. K. Harold , Communication and persuasion, 1953."},{"key":"e_1_3_2_1_51_1","volume-title":"The structure of human personality","author":"Eysenck H. J.","year":"2013","unstructured":"H. J. Eysenck, The structure of human personality, Routledge, 2013."},{"key":"e_1_3_2_1_52_1","first-page":"453","volume-title":"Modeling the efficacy of persuasive strategies for different gamer types in serious games for health,\" User Modeling and User-Adapted Interaction","author":"Rita O.","year":"2014","unstructured":"O. Rita, J. Vassileva and R. L. Mandryk, \"Modeling the efficacy of persuasive strategies for different gamer types in serious games for health,\" User Modeling and User-Adapted Interaction, pp. 453-498, 2014."},{"key":"e_1_3_2_1_53_1","volume-title":"Personalizing persuasive technologies: A road map to the future,\" target","author":"Orji R.","year":"2018","unstructured":"R. Orji, M. Kaptein, . J. Ham, . K. Oyibo and J. Nwokeji, \"Personalizing persuasive technologies: A road map to the future,\" target, 2018."},{"key":"e_1_3_2_1_54_1","volume-title":"PERSUASIVE 2017","author":"Josekutty T.","year":"2017","unstructured":"T. Josekutty, . R. Masthoff and N. Oren, \"Adapting healthy eating messages to personality,\" in 12th International Conference, PERSUASIVE 2017, 2017."},{"key":"e_1_3_2_1_55_1","volume-title":"PERSUASIVE","author":"Ciocarlan A.","year":"2019","unstructured":"A. Ciocarlan, J. Masthoff and N. Oren, \"Actual persuasiveness: impact of personality, age and gender on message type susceptibility,\" in 14th International Conference, PERSUASIVE, 2019."},{"key":"e_1_3_2_1_56_1","volume-title":"Investigating the effectiveness of persuasion strategies on recommender systems,\" in 9th International Workshop on Semantic and Social Media Adaptation and Personalization","author":"Gkika S.","year":"2014","unstructured":"S. Gkika and G. Lekakos, \"Investigating the effectiveness of persuasion strategies on recommender systems,\" in 9th International Workshop on Semantic and Social Media Adaptation and Personalization, 2014."},{"key":"e_1_3_2_1_57_1","unstructured":"S. Gkika S. Marianna L. George and K. Panos \"Investigating the role of personality traits and influence strategies on the persuasive effect of personalized recommendations \" in 4th Workshop on emotions and personality in personalized systems (EMPIRE) 2016."},{"key":"e_1_3_2_1_58_1","first-page":"679459","volume-title":"Responsiveness to Persuasive Techniques in Recommender Systems,\" Frontiers in Artificial Intelligence","author":"Alslaity A.","year":"2021","unstructured":"A. Alslaity and T. Tran, \"Users\u2019 Responsiveness to Persuasive Techniques in Recommender Systems,\" Frontiers in Artificial Intelligence, p. 679459, 2021. March 2014. [Online]. Available: https:\/\/musicindustryblog.wordpress.com\/tag\/superstar-economics\/."},{"key":"e_1_3_2_1_59_1","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2359054"}],"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\/3565472.3592958","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3565472.3592958","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\/3565472.3592958"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,18]]},"references-count":59,"alternative-id":["10.1145\/3565472.3592958","10.1145\/3565472"],"URL":"https:\/\/doi.org\/10.1145\/3565472.3592958","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"}}]}}