{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T01:11:30Z","timestamp":1774487490922,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":52,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,7,6]],"date-time":"2022-07-06T00:00:00Z","timestamp":1657065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Australian Research Council Project","award":["DP180101985"],"award-info":[{"award-number":["DP180101985"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,7,6]]},"DOI":"10.1145\/3477495.3531965","type":"proceedings-article","created":{"date-parts":[[2022,7,7]],"date-time":"2022-07-07T15:12:13Z","timestamp":1657206733000},"page":"1653-1663","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["Determinantal Point Process Likelihoods for Sequential Recommendation"],"prefix":"10.1145","author":[{"given":"Yuli","family":"Liu","sequence":"first","affiliation":[{"name":"Australian National University &amp; Data61, CSIRO, Canberra, Australia"}]},{"given":"Christian","family":"Walder","sequence":"additional","affiliation":[{"name":"Data61, CSIRO &amp; Australian National University, Canberra, Australia"}]},{"given":"Lexing","family":"Xie","sequence":"additional","affiliation":[{"name":"Australian National University &amp; Data61, CSIRO, Canberra, Australia"}]}],"member":"320","published-online":{"date-parts":[[2022,7,7]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10955-005-7583-z"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273513"},{"key":"e_1_3_2_2_3_1","volume-title":"Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation. arXiv preprint arXiv:2105.07377","author":"Chen Lei","year":"2021","unstructured":"Lei Chen , Le Wu , Kun Zhang , Richang Hong , and Meng Wang . 2021. Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation. arXiv preprint arXiv:2105.07377 ( 2021 ). Lei Chen, Le Wu, Kun Zhang, Richang Hong, and Meng Wang. 2021. Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation. arXiv preprint arXiv:2105.07377 (2021)."},{"key":"e_1_3_2_2_4_1","volume-title":"Proceedings of the 32nd International Conference on Neural Information Processing Systems. 5627--5638","author":"Chen Laming","year":"2018","unstructured":"Laming Chen , Guoxin Zhang , and Hanning Zhou . 2018 . Fast greedy map inference for determinantal point process to improve recommendation diversity . In Proceedings of the 32nd International Conference on Neural Information Processing Systems. 5627--5638 . Laming Chen, Guoxin Zhang, and Hanning Zhou. 2018. Fast greedy map inference for determinantal point process to improve recommendation diversity. In Proceedings of the 32nd International Conference on Neural Information Processing Systems. 5627--5638."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052585"},{"key":"e_1_3_2_2_6_1","volume-title":"Andy Schuetz, Walter F Stewart, and Jimeng Sun.","author":"Choi Edward","year":"2016","unstructured":"Edward Choi , Mohammad Taha Bahadori , Andy Schuetz, Walter F Stewart, and Jimeng Sun. 2016 . Doctor ai: Predicting clinical events via recurrent neural networks. In Machine learning for healthcare conference. PMLR , 301--318. Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F Stewart, and Jimeng Sun. 2016. Doctor ai: Predicting clinical events via recurrent neural networks. In Machine learning for healthcare conference. PMLR, 301--318."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959190"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963776"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3414685.3417834"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401213"},{"key":"e_1_3_2_2_11_1","volume-title":"Learning nonsymmetric determinantal point processes. arXiv preprint arXiv:1905.12962","author":"Gartrell Mike","year":"2019","unstructured":"Mike Gartrell , Victor-Emmanuel Brunel , Elvis Dohmatob , and Syrine Krichene . 2019. Learning nonsymmetric determinantal point processes. arXiv preprint arXiv:1905.12962 ( 2019 ). Mike Gartrell, Victor-Emmanuel Brunel, Elvis Dohmatob, and Syrine Krichene. 2019. Learning nonsymmetric determinantal point processes. arXiv preprint arXiv:1905.12962 (2019)."},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/3298483.3298517"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.100"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109882"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0030"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271761"},{"key":"e_1_3_2_2_18_1","volume-title":"Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939","author":"Hidasi Bal\u00e1zs","year":"2015","unstructured":"Bal\u00e1zs Hidasi , Alexandros Karatzoglou , Linas Baltrunas , and Domonkos Tikk . 2015. Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939 ( 2015 ). Bal\u00e1zs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, and Domonkos Tikk. 2015. Session-based recommendations with recurrent neural networks. arXiv preprint arXiv:1511.06939 (2015)."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052639"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330979"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.22"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00035"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"crossref","unstructured":"Alex Kulesza and Ben Taskar. 2011. k-DPPs: Fixed-size determinantal point processes. In ICML.  Alex Kulesza and Ben Taskar. 2011. k-DPPs: Fixed-size determinantal point processes. In ICML.","DOI":"10.1561\/9781601986290"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1561\/9781601986290"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132926"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371786"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482448"},{"key":"e_1_3_2_2_28_1","volume-title":"Recommending Accurate and Diverse Items Using Bilateral Branch Network. arXiv preprint arXiv:2101.00781","author":"Liang Yile","year":"2021","unstructured":"Yile Liang and Tieyun Qian . 2021. Recommending Accurate and Diverse Items Using Bilateral Branch Network. arXiv preprint arXiv:2101.00781 ( 2021 ). Yile Liang and Tieyun Qian. 2021. Recommending Accurate and Diverse Items Using Bilateral Branch Network. arXiv preprint arXiv:2101.00781 (2021)."},{"key":"e_1_3_2_2_29_1","volume-title":"Contrastive self-supervised sequential recommendation with robust augmentation. arXiv preprint arXiv:2108.06479","author":"Liu Zhiwei","year":"2021","unstructured":"Zhiwei Liu , Yongjun Chen , Jia Li , Philip S Yu , Julian McAuley , and Caiming Xiong . 2021. Contrastive self-supervised sequential recommendation with robust augmentation. arXiv preprint arXiv:2108.06479 ( 2021 ). Zhiwei Liu, Yongjun Chen, Jia Li, Philip S Yu, Julian McAuley, and Caiming Xiong. 2021. Contrastive self-supervised sequential recommendation with robust augmentation. arXiv preprint arXiv:2108.06479 (2021)."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959149"},{"key":"e_1_3_2_2_32_1","volume-title":"BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618","author":"Rendle Steffen","year":"2012","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . 2012 . BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618 (2012). Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2012. BPR: Bayesian personalized ranking from implicit feedback. arXiv preprint arXiv:1205.2618 (2012)."},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772773"},{"key":"e_1_3_2_2_34_1","article-title":"Binary cross entropy with deep learning technique for image classification","volume":"9","author":"Ruby U","year":"2020","unstructured":"U Ruby and V Yendapalli . 2020 . Binary cross entropy with deep learning technique for image classification . International Journal of Advanced Trends in Computer Science and Engineering 9 , 10 (2020). U Ruby and V Yendapalli. 2020. Binary cross entropy with deep learning technique for image classification. International Journal of Advanced Trends in Computer Science and Engineering 9, 10 (2020).","journal-title":"International Journal of Advanced Trends in Computer Science and Engineering"},{"key":"e_1_3_2_2_35_1","volume-title":"Reasoning with neural tensor networks for knowledge base completion. Advances in neural information processing systems 26","author":"Socher Richard","year":"2013","unstructured":"Richard Socher , Danqi Chen , Christopher D Manning , and Andrew Ng. 2013. Reasoning with neural tensor networks for knowledge base completion. Advances in neural information processing systems 26 ( 2013 ). Richard Socher, Danqi Chen, Christopher D Manning, and Andrew Ng. 2013. Reasoning with neural tensor networks for knowledge base completion. Advances in neural information processing systems 26 (2013)."},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.12062"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/2792838.2800185"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357895"},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159656"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.6077"},{"key":"e_1_3_2_2_41_1","volume-title":"The 41st international acm sigir conference on research & development in information retrieval. 255--264.","author":"Wang Wenjie","unstructured":"Wenjie Wang , Minlie Huang , Xin-Shun Xu , Fumin Shen , and Liqiang Nie . 2018. Chat more: Deepening and widening the chatting topic via a deep model . In The 41st international acm sigir conference on research & development in information retrieval. 255--264. Wenjie Wang, Minlie Huang, Xin-Shun Xu, Fumin Shen, and Liqiang Nie. 2018. Chat more: Deepening and widening the chatting topic via a deep model. In The 41st international acm sigir conference on research & development in information retrieval. 255--264."},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331267"},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330952"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3272018"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330959"},{"key":"e_1_3_2_2_46_1","first-page":"3870","article-title":"PD-GAN: Adversarial Learning for Personalized Diversity-Promoting Recommendation","volume":"19","author":"Wu Qiong","year":"2019","unstructured":"Qiong Wu , Yong Liu , Chunyan Miao , Binqiang Zhao , Yin Zhao , and Lu Guan . 2019 . PD-GAN: Adversarial Learning for Personalized Diversity-Promoting Recommendation .. In IJCAI , Vol. 19. 3870 -- 3876 . Qiong Wu, Yong Liu, Chunyan Miao, Binqiang Zhao, Yin Zhao, and Lu Guan. 2019. PD-GAN: Adversarial Learning for Personalized Diversity-Promoting Recommendation.. In IJCAI, Vol. 19. 3870--3876.","journal-title":"IJCAI"},{"key":"e_1_3_2_2_47_1","volume-title":"Contrastive Learning for Sequential Recommendation. arXiv preprint arXiv:2010.14395","author":"Xie Xu","year":"2020","unstructured":"Xu Xie , Fei Sun , Zhaoyang Liu , Shiwen Wu , Jinyang Gao , Bolin Ding , and Bin Cui . 2020. Contrastive Learning for Sequential Recommendation. arXiv preprint arXiv:2010.14395 ( 2020 ). Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Bolin Ding, and Bin Cui. 2020. Contrastive Learning for Sequential Recommendation. arXiv preprint arXiv:2010.14395 (2020)."},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449873"},{"key":"e_1_3_2_2_49_1","volume-title":"Zhiming Cui, Xiaofang Zhou, and Hui Xiong.","author":"Xu Chengfeng","year":"2019","unstructured":"Chengfeng Xu , Pengpeng Zhao , Yanchi Liu , Jiajie Xu , Victor S Sheng S. Sheng , Zhiming Cui, Xiaofang Zhou, and Hui Xiong. 2019 . Recurrent convolutional neural network for sequential recommendation. In The world wide web conference. 3398--3404. Chengfeng Xu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Victor S Sheng S. Sheng, Zhiming Cui, Xiaofang Zhou, and Hui Xiong. 2019. Recurrent convolutional neural network for sequential recommendation. In The world wide web conference. 3398--3404."},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3350995"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015709"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/3289600.3290975"}],"event":{"name":"SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","location":"Madrid Spain","acronym":"SIGIR '22","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3477495.3531965","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3477495.3531965","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:10:20Z","timestamp":1750183820000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3477495.3531965"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,6]]},"references-count":52,"alternative-id":["10.1145\/3477495.3531965","10.1145\/3477495"],"URL":"https:\/\/doi.org\/10.1145\/3477495.3531965","relation":{},"subject":[],"published":{"date-parts":[[2022,7,6]]},"assertion":[{"value":"2022-07-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}