{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T18:42:10Z","timestamp":1772908930565,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T00:00:00Z","timestamp":1728345600000},"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":[[2024,10,8]]},"DOI":"10.1145\/3640457.3688164","type":"proceedings-article","created":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T15:39:28Z","timestamp":1728401968000},"page":"890-895","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Pay Attention to Attention for Sequential Recommendation"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8268-6792","authenticated-orcid":false,"given":"Yuli","family":"Liu","sequence":"first","affiliation":[{"name":"Qinghai University, China and Intelligent Computing and Application Laboratory of Qinghai Province, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-5223-5041","authenticated-orcid":false,"given":"Min","family":"Liu","sequence":"additional","affiliation":[{"name":"Qinghai University, China and Intelligent Computing and Application Laboratory of Qinghai Province, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-6539-7703","authenticated-orcid":false,"given":"Xiaojing","family":"Liu","sequence":"additional","affiliation":[{"name":"Qinghai University, China and Intelligent Computing and Application Laboratory of Qinghai Province, China"}]}],"member":"320","published-online":{"date-parts":[[2024,10,8]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Quantifying attention flow in transformers. arXiv preprint arXiv:2005.00928","author":"Abnar Samira","year":"2020","unstructured":"Samira Abnar and Willem Zuidema. 2020. Quantifying attention flow in transformers. arXiv preprint arXiv:2005.00928 (2020)."},{"key":"e_1_3_2_1_2_1","volume-title":"Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078","author":"Cho Kyunghyun","year":"2014","unstructured":"Kyunghyun Cho, Bart Van\u00a0Merri\u00ebnboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, and Yoshua Bengio. 2014. Learning phrase representations using RNN encoder-decoder for statistical machine translation. arXiv preprint arXiv:1406.1078 (2014)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9939-07-09020-X"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3079628.3079670"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482390"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3109859.3109877"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512077"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00401"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0030"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"e_1_3_2_1_11_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)."},{"key":"e_1_3_2_1_12_1","volume-title":"Proceedings of NAACL-HLT. 3543\u20133556","author":"Jain Sarthak","year":"2019","unstructured":"Sarthak Jain and Byron\u00a0C Wallace. 2019. Attention is not Explanation. In Proceedings of NAACL-HLT. 3543\u20133556."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00035"},{"key":"e_1_3_2_1_14_1","volume-title":"Understanding attention and generalization in graph neural networks. Advances in neural information processing systems 32","author":"Knyazev Boris","year":"2019","unstructured":"Boris Knyazev, Graham\u00a0W Taylor, and Mohamed Amer. 2019. Understanding attention and generalization in graph neural networks. Advances in neural information processing systems 32 (2019)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132926"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.11236"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482448"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0135"},{"key":"e_1_3_2_1_19_1","first-page":"64","article-title":"Recurrent neural networks","volume":"5","author":"Medsker R","year":"2001","unstructured":"Larry\u00a0R Medsker and LC Jain. 2001. Recurrent neural networks. Design and Applications 5 (2001), 64\u201367.","journal-title":"Design and Applications"},{"key":"e_1_3_2_1_20_1","volume-title":"Content-based recommendation systems. The adaptive web: methods and strategies of web personalization","author":"Pazzani J","year":"2007","unstructured":"Michael\u00a0J Pazzani and Daniel Billsus. 2007. Content-based recommendation systems. The adaptive web: methods and strategies of web personalization (2007), 325\u2013341."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772773"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00532240"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/371920.372071"},{"key":"e_1_3_2_1_24_1","volume-title":"Collaborative filtering recommender systems. The adaptive web: methods and strategies of web personalization","author":"Schafer J\u00a0Ben","year":"2007","unstructured":"J\u00a0Ben Schafer, Dan Frankowski, Jon Herlocker, and Shilad Sen. 2007. Collaborative filtering recommender systems. The adaptive web: methods and strategies of web personalization (2007), 291\u2013324."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357895"},{"key":"e_1_3_2_1_26_1","volume-title":"Attention is all you need. Advances in neural information processing systems 30","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan\u00a0N Gomez, \u0141ukasz Kaiser, and Illia Polosukhin. 2017. Attention is all you need. Advances in neural information processing systems 30 (2017)."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11851"},{"key":"e_1_3_2_1_28_1","volume-title":"Attention is not not explanation. arXiv preprint arXiv:1908.04626","author":"Wiegreffe Sarah","year":"2019","unstructured":"Sarah Wiegreffe and Yuval Pinter. 2019. Attention is not not explanation. arXiv preprint arXiv:1908.04626 (2019)."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2018\/546"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219890"},{"key":"e_1_3_2_1_31_1","volume-title":"Next item recommendation with self-attention. arXiv preprint arXiv:1808.06414","author":"Zhang Shuai","year":"2018","unstructured":"Shuai Zhang, Yi Tay, Lina Yao, and Aixin Sun. 2018. Next item recommendation with self-attention. arXiv preprint arXiv:1808.06414 (2018)."},{"key":"e_1_3_2_1_32_1","volume-title":"Fine-grained sentiment analysis with faithful attention. arXiv preprint arXiv:1908.06870","author":"Zhong Ruiqi","year":"2019","unstructured":"Ruiqi Zhong, Steven Shao, and Kathleen McKeown. 2019. Fine-grained sentiment analysis with faithful attention. arXiv preprint arXiv:1908.06870 (2019)."},{"key":"e_1_3_2_1_33_1","first-page":"17899","article-title":"Jump Self-attention: Capturing High-order Statistics in Transformers","volume":"35","author":"Zhou Haoyi","year":"2022","unstructured":"Haoyi Zhou, Siyang Xiao, Shanghang Zhang, Jieqi Peng, Shuai Zhang, and Jianxin Li. 2022. Jump Self-attention: Capturing High-order Statistics in Transformers. Advances in Neural Information Processing Systems 35 (2022), 17899\u201317910.","journal-title":"Advances in Neural Information Processing Systems"}],"event":{"name":"RecSys '24: 18th ACM Conference on Recommender Systems","location":"Bari Italy","acronym":"RecSys '24","sponsor":["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","SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["18th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640457.3688164","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3640457.3688164","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T00:58:33Z","timestamp":1750294713000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3640457.3688164"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,8]]},"references-count":33,"alternative-id":["10.1145\/3640457.3688164","10.1145\/3640457"],"URL":"https:\/\/doi.org\/10.1145\/3640457.3688164","relation":{},"subject":[],"published":{"date-parts":[[2024,10,8]]},"assertion":[{"value":"2024-10-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}