{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:10:14Z","timestamp":1750219814991,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":45,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T00:00:00Z","timestamp":1694649600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100002428","name":"Austrian Science Fund","doi-asserted-by":"publisher","award":["P33526"],"award-info":[{"award-number":["P33526"]}],"id":[{"id":"10.13039\/501100002428","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,9,14]]},"DOI":"10.1145\/3604915.3608776","type":"proceedings-article","created":{"date-parts":[[2023,9,14]],"date-time":"2023-09-14T22:40:23Z","timestamp":1694731223000},"page":"1295-1299","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Sequential Recommendation Models: A Graph-based Perspective"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7337-524X","authenticated-orcid":false,"given":"Andreas","family":"Peintner","sequence":"first","affiliation":[{"name":"University of Innsbruck, Austria"}]}],"member":"320","published-online":{"date-parts":[[2023,9,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-022-09335-w"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441762"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403170"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/3460231.3474255"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482242"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"e_1_3_2_1_7_1","volume-title":"Inductive Representation Learning on Large Graphs. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems","author":"Hamilton L.","year":"2017","unstructured":"William\u00a0L. Hamilton, Zhitao Ying, and Jure Leskovec. 2017. Inductive Representation Learning on Large Graphs. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017. 1024\u20131034."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532024"},{"key":"e_1_3_2_1_9_1","volume-title":"Proceedings of the 37th International Conference on Machine Learning, ICML 2020(Proceedings of Machine Learning Research, Vol.\u00a0119)","author":"Hassani Kaveh","year":"2020","unstructured":"Kaveh Hassani and Amir Hosein\u00a0Khas Ahmadi. 2020. Contrastive Multi-View Representation Learning on Graphs. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020(Proceedings of Machine Learning Research, Vol.\u00a0119). PMLR, 4116\u20134126."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449957"},{"key":"e_1_3_2_1_11_1","volume-title":"Self-Attentive Sequential Recommendation. In IEEE International Conference on Data Mining, ICDM","author":"Kang Wang-Cheng","year":"2018","unstructured":"Wang-Cheng Kang and Julian\u00a0J. McAuley. 2018. Self-Attentive Sequential Recommendation. In IEEE International Conference on Data Mining, ICDM 2018. IEEE Computer Society, 197\u2013206."},{"key":"e_1_3_2_1_12_1","volume-title":"Kipf and Max Welling","author":"N.","year":"2017","unstructured":"Thomas\u00a0N. Kipf and Max Welling. 2017. Semi-Supervised Classification with Graph Convolutional Networks. In 5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings. OpenReview.net."},{"volume-title":"Semi-Supervised Classification with Graph Convolutional Networks. In 5th International Conference on Learning Representations, ICLR 2017, Conference Track Proceedings.","author":"N.","key":"e_1_3_2_1_13_1","unstructured":"Thomas\u00a0N. Kipf and Max Welling. 2017. Semi-Supervised Classification with Graph Convolutional Networks. In 5th International Conference on Learning Representations, ICLR 2017, Conference Track Proceedings."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531838"},{"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","volume-title":"The Thirteenth ACM International Conference on Web Search and Data Mining","author":"Li Jiacheng","year":"2020","unstructured":"Jiacheng Li, Yujie Wang, and Julian\u00a0J. McAuley. 2020. Time Interval Aware Self-Attention for Sequential Recommendation. In WSDM \u201920: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020, James Caverlee, Xia\u00a0(Ben) Hu, Mounia Lalmas, and Wei Wang (Eds.). ACM, 322\u2013330."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219950"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330984"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5945"},{"key":"e_1_3_2_1_20_1","volume-title":"Recommender systems.Encyclopedia of machine learning 1","author":"Melville Prem","year":"2010","unstructured":"Prem Melville and Vikas Sindhwani. 2010. Recommender systems.Encyclopedia of machine learning 1 (2010), 829\u2013838."},{"key":"e_1_3_2_1_21_1","volume-title":"Unsupervised Graph Embeddings for Session-based Recommendation with Item Features. In CARS: Workshop on Context-Aware Recommender Systems (RecSys \u201922)","author":"Peintner Andreas","year":"2022","unstructured":"Andreas Peintner, Marta Moscati, Emilia Parada-Cabaleiro, Markus Schedl, and Eva Zangerle. 2022. Unsupervised Graph Embeddings for Session-based Recommendation with Item Features. In CARS: Workshop on Context-Aware Recommender Systems (RecSys \u201922)."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3190616"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772773"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16564"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988452"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741093"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3159652.3159656"},{"key":"e_1_3_2_1_29_1","volume-title":"Bootstrapped Representation Learning on Graphs. In ICLR 2021 Workshop on Geometrical and Topological Representation Learning.","author":"Thakoor Shantanu","year":"2021","unstructured":"Shantanu Thakoor, Corentin Tallec, Mohammad\u00a0Gheshlaghi Azar, Remi Munos, Petar Veli\u010dkovi\u0107, and Michal Valko. 2021. Bootstrapped Representation Learning on Graphs. In ICLR 2021 Workshop on Geometrical and Topological Representation Learning."},{"key":"e_1_3_2_1_30_1","volume-title":"Graph Attention Networks. In 6th International Conference on Learning Representations, ICLR 2018, Conference Track Proceedings. OpenReview.net.","author":"Velickovic Petar","year":"2018","unstructured":"Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Li\u00f2, and Yoshua Bengio. 2018. Graph Attention Networks. In 6th International Conference on Learning Representations, ICLR 2018, Conference Track Proceedings. OpenReview.net."},{"key":"e_1_3_2_1_31_1","volume-title":"Deep Graph Infomax. In 7th International Conference on Learning Representations, ICLR","author":"Velickovic Petar","year":"2019","unstructured":"Petar Velickovic, William Fedus, William\u00a0L. Hamilton, Pietro Li\u00f2, Yoshua Bengio, and R.\u00a0Devon Hjelm. 2019. Deep Graph Infomax. In 7th International Conference on Learning Representations, ICLR 2019. OpenReview.net."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/883"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401142"},{"key":"e_1_3_2_1_34_1","volume-title":"Evaluation of CNN-based Automatic Music Tagging Models. CoRR abs\/2006.00751","author":"Won Minz","year":"2020","unstructured":"Minz Won, Andres Ferraro, Dmitry Bogdanov, and Xavier Serra. 2020. Evaluation of CNN-based Automatic Music Tagging Models. CoRR abs\/2006.00751 (2020)."},{"key":"e_1_3_2_1_35_1","volume-title":"Virtual Event","author":"Wu Liwei","year":"2020","unstructured":"Liwei Wu, Shuqing Li, Cho-Jui Hsieh, and James Sharpnack. 2020. SSE-PT: Sequential Recommendation Via Personalized Transformer. In RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020. ACM, 328\u2013337."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301346"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301346"},{"key":"e_1_3_2_1_38_1","volume-title":"The 30th ACM International Conference on Information and Knowledge Management. ACM, 2180\u20132190","author":"Xia Xin","year":"2021","unstructured":"Xin Xia, Hongzhi Yin, Junliang Yu, Yingxia Shao, and Lizhen Cui. 2021. Self-Supervised Graph Co-Training for Session-based Recommendation. In CIKM \u201921: The 30th ACM International Conference on Information and Knowledge Management. ACM, 2180\u20132190."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/547"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/547"},{"key":"e_1_3_2_1_41_1","volume-title":"Recurrent Convolutional Neural Network for Sequential Recommendation. In The World Wide Web Conference, WWW 2019","author":"Xu Chengfeng","year":"2019","unstructured":"Chengfeng Xu, Pengpeng Zhao, Yanchi Liu, Jiajie Xu, Victor\u00a0S. Sheng, Zhiming Cui, Xiaofang Zhou, and Hui Xiong. 2019. Recurrent Convolutional Neural Network for Sequential Recommendation. In The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019. ACM, 3398\u20133404."},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015709"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/600"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/333"},{"key":"e_1_3_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3411954"}],"event":{"name":"RecSys '23: Seventeenth ACM Conference on Recommender Systems","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","SIGecom Special Interest Group on Economics and Computation"],"location":"Singapore Singapore","acronym":"RecSys '23"},"container-title":["Proceedings of the 17th ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3604915.3608776","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3604915.3608776","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:46:06Z","timestamp":1750178766000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3604915.3608776"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,9,14]]},"references-count":45,"alternative-id":["10.1145\/3604915.3608776","10.1145\/3604915"],"URL":"https:\/\/doi.org\/10.1145\/3604915.3608776","relation":{},"subject":[],"published":{"date-parts":[[2023,9,14]]},"assertion":[{"value":"2023-09-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}