{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T06:17:58Z","timestamp":1775283478369,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,9,7]],"date-time":"2017-09-07T00:00:00Z","timestamp":1504742400000},"content-version":"vor","delay-in-days":365,"URL":"http:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1319382"],"award-info":[{"award-number":["IIS-1319382"]}],"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":[[2016,9,7]]},"DOI":"10.1145\/2959100.2959140","type":"proceedings-article","created":{"date-parts":[[2016,9,1]],"date-time":"2016-09-01T14:25:14Z","timestamp":1472739914000},"page":"139-142","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":23,"title":["Exploring the Value of Personality in Predicting Rating Behaviors"],"prefix":"10.1145","author":[{"given":"Raghav Pavan","family":"Karumur","sequence":"first","affiliation":[{"name":"University of Minnesota, Twin Cities, Minneapolis, MN, USA"}]},{"given":"Tien T.","family":"Nguyen","sequence":"additional","affiliation":[{"name":"University of Minnesota, Twin Cities, Minneapolis, MN, USA"}]},{"given":"Joseph A.","family":"Konstan","sequence":"additional","affiliation":[{"name":"University of Minnesota, Twin Cities, Minneapolis, MN, USA"}]}],"member":"320","published-online":{"date-parts":[[2016,9,7]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"CEUR Workshop Proceedings, Shlomo Berkovsky.","author":"Cantador I.","year":"2013","unstructured":"Cantador, I., Fern\u00e1ndez-Tob\u00edas, I., & Bellog\u00edn, A. 2013. Relating personality types with user preferences in multiple entertainment domains. In CEUR Workshop Proceedings, Shlomo Berkovsky."},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"crossref","unstructured":"Chamorro-Premuzic T. Kallias A. & Hsu A. 2013. Understanding individual differences in film preferences and uses: a psychographic approach. The Social Science of Cinema 87.","DOI":"10.1093\/acprof:oso\/9780199797813.003.0004"},{"key":"e_1_3_2_2_3_1","unstructured":"Chausson O. 2010 Who watches what?: assessing the impact of gender and personality on film preferences. Paper published online on the MyPersonality project website http:\/\/mypersonality.org\/wiki\/doku.php"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/642611.642713"},{"key":"e_1_3_2_2_5_1","volume-title":"Neo personality inventory-revised (neo-pi-r) and neo five-factor inventory (neo-ffi) professional manual","author":"Costa P.T.","unstructured":"Costa Jr, P.T. and McCrae, R.R. 1992. Neo personality inventory-revised (neo-pi-r) and neo five-factor inventory (neo-ffi) professional manual. Odessa, FL: Psychological Assessment Resources."},{"key":"e_1_3_2_2_6_1","unstructured":"Costa P. and McCrae R. 1996. Toward a new generation of personality theories: Theoretical contexts for the five-factor model. The Five-Factor Model of Personality: Theoretical Perspectives (1996) 51--87."},{"key":"e_1_3_2_2_7_1","volume-title":"AAAI","author":"Ealhi M.","year":"2013","unstructured":"Ealhi, M., Braunhofer, M., Ricci, F., & Tkalcic, M. 2013. Personality-based active learning for collaborative filtering recommender systems. AAAI 2013."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0092-6566(03)00046-1"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043969"},{"key":"e_1_3_2_2_10_1","volume-title":"UMAP Workshops.","author":"Hu R.","unstructured":"Hu, R., and Pu, P. 2013. Exploring Relations between Personality and User Rating Behaviors. In UMAP Workshops."},{"key":"e_1_3_2_2_11_1","volume-title":"The Big Five factor taxonomy. Dimensions of personality in the natural language and in questionnaires","author":"John O.P.","year":"1990","unstructured":"John, O.P. The Big Five factor taxonomy. Dimensions of personality in the natural language and in questionnaires. 1990. Handbook of personality: Theory and research, 14 (1990) 66--100."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2930238.2930246"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1515\/comm.2001.26.1.15"},{"key":"e_1_3_2_2_14_1","volume-title":"media preferences, and cultural participation. Personality and individual differences, 38, 7 (May","author":"Kraaykamp G.","year":"2005","unstructured":"Kraaykamp, G. and Van Eijck, K., 2005. Personality, media preferences, and cultural participation. Personality and individual differences, 38, 7 (May 2005), 1675--1688."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-6494.1992.tb00970.x"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507188"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.84.6.1236"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"crossref","unstructured":"Rentfrow P. J. Lewis R. G and Ran Z. Listening watching and reading: The structure and correlates of entertainment preferences. Journal of personality 79 2 (2011) 223--258.","DOI":"10.1111\/j.1467-6494.2010.00662.x"},{"key":"e_1_3_2_2_19_1","volume-title":"Proceedings of the 5th Workshop on Emotion in Human-Computer Interaction-Real world challenges, 30--37","author":"Tkalcic M.","year":"2009","unstructured":"Tkalcic, M., Kunaver, M., Tasic, J., & Ko\u0161ir, A. 2009. Personality based user similarity measure for a collaborative recommender system. In Proceedings of the 5th Workshop on Emotion in Human-Computer Interaction-Real world challenges, 30--37."},{"key":"e_1_3_2_2_20_1","volume-title":"DEMRA","author":"Tkalcic M.","year":"2011","unstructured":"Tkalcic, M., and Kunaver, M. 2011. Addressing the new user problem with a personality based user similarity measure. DEMRA 2011."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"crossref","unstructured":"Tkalcic M. and Chen L. 2015. Personality and Recommender Systems. In Recommender Systems Handbook Ricci F. Rokach L. and Shapira B Ed. Springer US 715--739.","DOI":"10.1007\/978-1-4899-7637-6_21"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-6494.1992.tb00973.x"},{"key":"e_1_3_2_2_23_1","volume-title":"Implicit acquisition of user personality for augmenting movie recommendations","author":"Wen W.","year":"2015","unstructured":"Wen, W., and Chen, L. Implicit acquisition of user personality for augmenting movie recommendations. 2015. User Modeling, Adaptation and Personalization. Springer International Publishing, 302--314."}],"event":{"name":"RecSys '16: Tenth ACM Conference on Recommender Systems","location":"Boston Massachusetts USA","acronym":"RecSys '16","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","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","SIGecom Special Interest Group on Economics and Computation"]},"container-title":["Proceedings of the 10th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2959100.2959140","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2959100.2959140","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2959100.2959140","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T09:43:46Z","timestamp":1763459026000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2959100.2959140"}},"subtitle":["A Study of Category Preferences on MovieLens"],"short-title":[],"issued":{"date-parts":[[2016,9,7]]},"references-count":23,"alternative-id":["10.1145\/2959100.2959140","10.1145\/2959100"],"URL":"https:\/\/doi.org\/10.1145\/2959100.2959140","relation":{},"subject":[],"published":{"date-parts":[[2016,9,7]]},"assertion":[{"value":"2016-09-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}