{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,26]],"date-time":"2026-09-26T11:02:05Z","timestamp":1790420525646,"version":"4.1.0"},"publisher-location":"New York, NY, USA","reference-count":48,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,9,10]],"date-time":"2019-09-10T00:00:00Z","timestamp":1568073600000},"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":[[2019,9,10]]},"DOI":"10.1145\/3298689.3347054","type":"proceedings-article","created":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T13:21:31Z","timestamp":1568208091000},"page":"611-615","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["Recommender system for developing new preferences and goals"],"prefix":"10.1145","author":[{"given":"Yu","family":"Liang","sequence":"first","affiliation":[{"name":"Jheronimus Academy of Data Science, The Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,9,10]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300733"},{"key":"e_1_3_2_1_2_1","volume-title":"Recommender Systems Handbook","author":"Castells Pablo","unstructured":"Pablo Castells , Neil J Hurley , and Saul Vargas . 2015. Novelty and diversity in recommender systems . In Recommender Systems Handbook . Springer , 881--918. Pablo Castells, Neil J Hurley, and Saul Vargas. 2015. Novelty and diversity in recommender systems. In Recommender Systems Handbook. Springer, 881--918."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2044019"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/2468356.2468505"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1561\/1100000009"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959179"},{"key":"e_1_3_2_1_7_1","volume-title":"Proceedings of the First International Workshop on Recommendation Technologies for Lifestyle Change (LIFESTYLE","author":"Farrell Robert G","year":"2012","unstructured":"Robert G Farrell , Catalina M Danis , Sreeram Ramakrishnan , and Wendy A Kellogg . 2012 . Intrapersonal retrospective recommendation: lifestyle change recommendations using stable patterns of personal behavior . In Proceedings of the First International Workshop on Recommendation Technologies for Lifestyle Change (LIFESTYLE 2012), Dublin, Ireland. Citeseer, 24. Robert G Farrell, Catalina M Danis, Sreeram Ramakrishnan, and Wendy A Kellogg. 2012. Intrapersonal retrospective recommendation: lifestyle change recommendations using stable patterns of personal behavior. In Proceedings of the First International Workshop on Recommendation Technologies for Lifestyle Change (LIFESTYLE 2012), Dublin, Ireland. Citeseer, 24."},{"key":"e_1_3_2_1_8_1","first-page":"173","article-title":"Playlist Generation using Start and End Songs","volume":"8","author":"Flexer Arthur","year":"2008","unstructured":"Arthur Flexer , Dominik Schnitzer , Martin Gasser , and Gerhard Widmer . 2008 . Playlist Generation using Start and End Songs .. In ISMIR , Vol. 8. 173 -- 178 . Arthur Flexer, Dominik Schnitzer, Martin Gasser, and Gerhard Widmer. 2008. Playlist Generation using Start and End Songs.. In ISMIR, Vol. 8. 173--178.","journal-title":"ISMIR"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12966-015-0241-1"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.59.6.1216"},{"key":"e_1_3_2_1_11_1","volume-title":"The structure of phenotypic personality traits. American psychologist 48, 1","author":"Goldberg Lewis R","year":"1993","unstructured":"Lewis R Goldberg . 1993. The structure of phenotypic personality traits. American psychologist 48, 1 ( 1993 ), 26. Lewis R Goldberg. 1993. The structure of phenotypic personality traits. American psychologist 48, 1 (1993), 26."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2856767.2856776"},{"key":"e_1_3_2_1_13_1","volume-title":"Evaluating a framework for sequential group music recommendations.","author":"Hadash Sophia","year":"2019","unstructured":"Sophia Hadash . 2019. Evaluating a framework for sequential group music recommendations. Retrieved from https:\/\/pure.tue.nl\/ws\/portalfiles\/portal\/122439578\/Master_thesis_shadash_v1.0.1_l_.pdf. Master's thesis ( 2019 ). Sophia Hadash. 2019. Evaluating a framework for sequential group music recommendations. Retrieved from https:\/\/pure.tue.nl\/ws\/portalfiles\/portal\/122439578\/Master_thesis_shadash_v1.0.1_l_.pdf. Master's thesis (2019)."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcps.2012.10.007"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13470-8_27"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959189"},{"key":"e_1_3_2_1_17_1","volume-title":"Recommender Systems Handbook","author":"Knijnenburg Bart P","unstructured":"Bart P Knijnenburg and Martijn C Willemsen . 2015. Evaluating recommender systems with user experiments . In Recommender Systems Handbook . Springer , 309--352. Bart P Knijnenburg and Martijn C Willemsen. 2015. Evaluating recommender systems with user experiments. In Recommender Systems Handbook. Springer, 309--352."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-011-9118-4"},{"key":"e_1_3_2_1_19_1","volume-title":"Recsys workshop on Interfaces and Decision Making in Recommender Systems.","author":"Kumar Jayachithra","year":"2018","unstructured":"Jayachithra Kumar and Nava Tintarev . 2018 . Using Visualizations to Encourage Blind-Spot Exploration . In Recsys workshop on Interfaces and Decision Making in Recommender Systems. Jayachithra Kumar and Nava Tintarev. 2018. Using Visualizations to Encourage Blind-Spot Exploration. In Recsys workshop on Interfaces and Decision Making in Recommender Systems."},{"key":"e_1_3_2_1_20_1","volume-title":"Map of Music Styles, https:\/\/musicmachinery.com\/2012\/04\/22\/map-of-music-styles\/. Online","author":"Lamere Paul","year":"2019","unstructured":"Paul Lamere . 2019. Map of Music Styles, https:\/\/musicmachinery.com\/2012\/04\/22\/map-of-music-styles\/. Online ; accessed 9- May - 2019 . Paul Lamere. 2019. Map of Music Styles, https:\/\/musicmachinery.com\/2012\/04\/22\/map-of-music-styles\/. Online; accessed 9-May-2019."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3320435.3320455"},{"key":"e_1_3_2_1_22_1","volume-title":"Recsys workshop on Interfaces and Decision Making in Recommender Systems.","author":"Lu Feng","year":"2018","unstructured":"Feng Lu and Nava Tintarev . 2018 . A Diversity Adjusting Strategy with Personality for Music Recommendation . In Recsys workshop on Interfaces and Decision Making in Recommender Systems. Feng Lu and Nava Tintarev. 2018. A Diversity Adjusting Strategy with Personality for Music Recommendation. In Recsys workshop on Interfaces and Decision Making in Recommender Systems."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1125451.1125659"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0089642"},{"key":"e_1_3_2_1_25_1","volume-title":"Seventh International AAAI Conference on Weblogs and Social Media.","author":"Munson Sean A","year":"2013","unstructured":"Sean A Munson , Stephanie Y Lee , and Paul Resnick . 2013 . Encouraging reading of diverse political viewpoints with a browser widget . In Seventh International AAAI Conference on Weblogs and Social Media. Sean A Munson, Stephanie Y Lee, and Paul Resnick. 2013. Encouraging reading of diverse political viewpoints with a browser widget. In Seventh International AAAI Conference on Weblogs and Social Media."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753543"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41347-6_6"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2631775.2631811"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1037\/0021-9010.88.4.680"},{"key":"e_1_3_2_1_30_1","volume-title":"The filter bubble: What the Internet is hiding from you","author":"Pariser Eli","unstructured":"Eli Pariser . 2011. The filter bubble: What the Internet is hiding from you . Penguin UK. Eli Pariser. 2011. The filter bubble: What the Internet is hiding from you. Penguin UK."},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1518772"},{"key":"e_1_3_2_1_32_1","volume-title":"The transtheoretical model of health behavior change. American journal of health promotion 12, 1","author":"Prochaska James O","year":"1997","unstructured":"James O Prochaska and Wayne F Velicer . 1997. The transtheoretical model of health behavior change. American journal of health promotion 12, 1 ( 1997 ), 38--48. James O Prochaska and Wayne F Velicer. 1997. The transtheoretical model of health behavior change. American journal of health promotion 12, 1 (1997), 38--48."},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/2930238.2930251"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3079452.3079499"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302298"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302298"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2911996.2912004"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13735-018-0154-2"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109902"},{"key":"e_1_3_2_1_40_1","unstructured":"Alain Starke Martijn C Willemsen and Chris Snijders. 2015. Saving Energy in 1-D: Tailoring Energy-saving Advice Using a Rasch-based Energy Recommender System.. In DMRS. 5--8.  Alain Starke Martijn C Willemsen and Chris Snijders. 2015. Saving Energy in 1-D: Tailoring Energy-saving Advice Using a Rasch-based Energy Recommender System.. In DMRS . 5--8."},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/2507157.2507223"},{"key":"e_1_3_2_1_42_1","volume-title":"Nudge: Improving decisions about health, wealth, and happiness","author":"Thaler Richard H","year":"2009","unstructured":"Richard H Thaler and Cass R Sunstein . 2009 . Nudge: Improving decisions about health, wealth, and happiness . Penguin . Richard H Thaler and Cass R Sunstein. 2009. Nudge: Improving decisions about health, wealth, and happiness. Penguin."},{"key":"e_1_3_2_1_43_1","volume-title":"FATREC Workshop on Responsible Recommendation at RecSys.","author":"Tintarev Nava","year":"2017","unstructured":"Nava Tintarev . 2017 . Presenting diversity aware recommendations: Making challenging news acceptable . In FATREC Workshop on Responsible Recommendation at RecSys. Nava Tintarev. 2017. Presenting diversity aware recommendations: Making challenging news acceptable. In FATREC Workshop on Responsible Recommendation at RecSys."},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38844-6_16"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW.2007.4401070"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/3167132.3167419"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/2481492.2481521"},{"key":"e_1_3_2_1_48_1","volume-title":"Theory Integration for Behavior Change Research in the Digital Age: An Adaptive Decision-making Framework. Manuscript in preparation for Health Psychology Review","author":"Zhang Chao","year":"2019","unstructured":"Chao Zhang , Dani\u00ebl Lakens , and Wijnand A Ijsselsteijn . 2019. Theory Integration for Behavior Change Research in the Digital Age: An Adaptive Decision-making Framework. Manuscript in preparation for Health Psychology Review ( 2019 ). Chao Zhang, Dani\u00ebl Lakens, and Wijnand A Ijsselsteijn. 2019. Theory Integration for Behavior Change Research in the Digital Age: An Adaptive Decision-making Framework. Manuscript in preparation for Health Psychology Review (2019)."}],"event":{"name":"RecSys '19: Thirteenth ACM Conference on Recommender Systems","location":"Copenhagen Denmark","acronym":"RecSys '19"},"container-title":["Proceedings of the 13th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3298689.3347054","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3298689.3347054","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:12:56Z","timestamp":1750201976000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3298689.3347054"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,10]]},"references-count":48,"alternative-id":["10.1145\/3298689.3347054","10.1145\/3298689"],"URL":"https:\/\/doi.org\/10.1145\/3298689.3347054","relation":{},"subject":[],"published":{"date-parts":[[2019,9,10]]},"assertion":[{"value":"2019-09-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}