{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T02:41:38Z","timestamp":1784601698525,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":45,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,7,20]],"date-time":"2025-07-20T00:00:00Z","timestamp":1752969600000},"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":[],"published-print":{"date-parts":[[2025,7,20]]},"DOI":"10.1145\/3690624.3709429","type":"proceedings-article","created":{"date-parts":[[2025,4,4]],"date-time":"2025-04-04T18:42:22Z","timestamp":1743792142000},"page":"2672-2681","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Beyond Item Dissimilarities: Diversifying by Intent in Recommender Systems"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5585-3789","authenticated-orcid":false,"given":"Yuyan","family":"Wang","sequence":"first","affiliation":[{"name":"Stanford University, Stanford, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5736-2899","authenticated-orcid":false,"given":"Cheenar","family":"Banerjee","sequence":"additional","affiliation":[{"name":"Google, Inc., Mountain View, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-5039-3749","authenticated-orcid":false,"given":"Samer","family":"Chucri","sequence":"additional","affiliation":[{"name":"Google, Inc., Mountain View, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9328-7793","authenticated-orcid":false,"given":"Fabio","family":"Soldo","sequence":"additional","affiliation":[{"name":"Google, Inc., Mountain View, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-8891-3392","authenticated-orcid":false,"given":"Sriraj","family":"Badam","sequence":"additional","affiliation":[{"name":"Google, Inc., Mountain View, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3230-5338","authenticated-orcid":false,"given":"Ed H.","family":"Chi","sequence":"additional","affiliation":[{"name":"Google DeepMind, Mountain View, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7342-9022","authenticated-orcid":false,"given":"Minmin","family":"Chen","sequence":"additional","affiliation":[{"name":"Google DeepMind, Mountain view, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,7,20]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Proc. of the 1st International Workshop on Novelty and Diversity in Recommender Systems (DiveRS","author":"Adomavicius Gediminas","year":"2011","unstructured":"Gediminas Adomavicius and YoungOk Kwon. 2011. Maximizing aggregate recommendation diversity: A graph-theoretic approach. In Proc. of the 1st International Workshop on Novelty and Diversity in Recommender Systems (DiveRS 2011). Citeseer, 3--10."},{"key":"e_1_3_2_2_2_1","volume-title":"Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions","author":"Adomavicius Gediminas","year":"2005","unstructured":"Gediminas Adomavicius and Alexander Tuzhilin. 2005. Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE transactions on knowledge and data engineering, Vol. 17, 6 (2005), 734--749."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1498759.1498766"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3209985"},{"key":"e_1_3_2_2_5_1","unstructured":"Dan Ariely. 1998. Predictably irrational: the hidden forces that shape our decisions. Ebook Revised and (1998)."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-00958-7_53"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2019.05.009"},{"key":"e_1_3_2_2_8_1","volume-title":"ACM Sigir forum","author":"Broder Andrei","unstructured":"Andrei Broder. 2002. A taxonomy of web search. In ACM Sigir forum, Vol. 36. ACM New York, NY, USA, 3--10."},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/290941.291025"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"crossref","unstructured":"Allison JB Chaney Brandon M Stewart and Barbara E Engelhardt. 2018. How algorithmic confounding in recommendation systems increases homogeneity and decreases utility. In Recsys'18. 224--232.","DOI":"10.1145\/3240323.3240370"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-011-9167-7"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3474236"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772714"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"crossref","unstructured":"Paul Covington Jay Adams and Emre Sargin. 2016. Deep neural networks for youtube recommendations. In Recsys'16.","DOI":"10.1145\/2959100.2959190"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2015.0568"},{"key":"e_1_3_2_2_16_1","unstructured":"Martin Fishbein and Icek Ajzen. 1977. Belief attitude intention and behavior: An introduction to theory and research. (1977)."},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3568022"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401431"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.3.3.273"},{"key":"e_1_3_2_2_20_1","volume-title":"The elements of statistical learning: data mining, inference, and prediction","author":"Hastie Trevor","unstructured":"Trevor Hastie, Robert Tibshirani, Jerome H Friedman, and Jerome H Friedman. 2009. The elements of statistical learning: data mining, inference, and prediction. Vol. 2. Springer."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963772"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1963405.1963412"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412735"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767757"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1086\/504136"},{"key":"e_1_3_2_2_26_1","volume-title":"When Variety Seeking Meets Unexpectedness: Incorporating Variety-Seeking Behaviors into Design of Unexpected Recommender Systems. Information Systems Research","author":"Li Pan","year":"2023","unstructured":"Pan Li and Alexander Tuzhilin. 2023. When Variety Seeking Meets Unexpectedness: Incorporating Variety-Seeking Behaviors into Design of Unexpected Recommender Systems. Information Systems Research (2023)."},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220007"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1177\/002224297904300207"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1037\/e577272012-021"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2566486.2568012"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347000"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148320"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988675"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2009916.2009997"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2022.4405"},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1287\/mksc.2014.0854"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3124749.3124754"},{"key":"e_1_3_2_2_38_1","volume-title":"H Chi, and Minmin Chen","author":"Wang Yuyan","year":"2022","unstructured":"Yuyan Wang, Mohit Sharma, Can Xu, Sriraj Badam, Qian Sun, Lee Richardson, Lisa Chung, Ed H Chi, and Minmin Chen. 2022. Surrogate for Long-Term User Experience in Recommender Systems. In KDD'22. 4100--4109."},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3272018"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3604915.3608792"},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331198"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3285029"},{"key":"e_1_3_2_2_43_1","volume-title":"Globally optimized mutual influence aware ranking in e-commerce search. arXiv preprint arXiv:1805.08524","author":"Zhuang Tao","year":"2018","unstructured":"Tao Zhuang, Wenwu Ou, and Zhirong Wang. 2018. Globally optimized mutual influence aware ranking in e-commerce search. arXiv preprint arXiv:1805.08524 (2018)."},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/1060745.1060754"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-18579-4_7"}],"event":{"name":"KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Toronto ON Canada","acronym":"KDD '25","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3690624.3709429","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3690624.3709429","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,16]],"date-time":"2025-08-16T15:35:39Z","timestamp":1755358539000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3690624.3709429"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,20]]},"references-count":45,"alternative-id":["10.1145\/3690624.3709429","10.1145\/3690624"],"URL":"https:\/\/doi.org\/10.1145\/3690624.3709429","relation":{},"subject":[],"published":{"date-parts":[[2025,7,20]]},"assertion":[{"value":"2025-07-20","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}