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Keyword

sequential recommendation

Description: A recommender-system task that predicts items a user may prefer based on the ordered sequence of their previous interactions.
OpenAlex ID: keywords/sequential-recommendation
Self-Attentive Sequential Recommendation
2018 · Wang-Cheng Kang, Julian McAuley · Proceedings · 3,216
BERT4Rec
2019 · Fei Sun, Jun Liu, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 2,545
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding
2018 · Jiaxi Tang, Ke Wang · ACM International Conference on Web Search and Data Mining (WSDM) · 2,055
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S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization
2020 · Kun Zhou, Hui Wang, et al. · Proceedings of the ... ACM International Conference on Information & Knowledge Management · 904
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Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation
2016 · Ruining He, Julian McAuley · Proceedings · 828
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Contrastive Learning for Sequential Recommendation
2022 · Xu Xie, Fei Sun, et al. · Proceedings - International Conference on Data Engineering · 729
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Time Interval Aware Self-Attention for Sequential Recommendation
2020 · Jiacheng Li, Yujie Wang, et al. · 680
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Sequential Recommendation with User Memory Networks
2018 · Xu Chen, Hongteng Xu, et al. · ACM International Conference on Web Search and Data Mining (WSDM) · 518
Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks
2018 · Jin Huang, Wayne Xin Zhao, et al. · 486
Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation
2022 · Ruihong Qiu, Zi Huang, et al. · ACM International Conference on Web Search and Data Mining (WSDM) · 482
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RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
2021 · Wayne Xin Zhao, Shanlei Mu, et al. · Proceedings of the ... ACM International Conference on Information & Knowledge Management · 479
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Sequential Recommendation with Graph Neural Networks
2021 · Jianxin Chang, Chen Gao, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 452
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Translation-based Recommendation
2017 · Ruining He, Wang-Cheng Kang, et al. · ACM Conference on Recommender Systems (RecSys) · 436
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Intent Contrastive Learning for Sequential Recommendation
2022 · Yongjun Chen, Zhiwei Liu, et al. · ACM Web Conference (WWW) · 431
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Filter-enhanced MLP is All You Need for Sequential Recommendation
2022 · Kun Zhou, Hui Yu, et al. · ACM Web Conference (WWW) · 420
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A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation
2022 · Le Wu, Xiangnan He, et al. · IEEE Transactions on Knowledge and Data Engineering · 420
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Sequential User-based Recurrent Neural Network Recommendations
2017 · Tim Donkers, Benedikt Loepp, et al. · ACM Conference on Recommender Systems (RecSys) · 376
Sequential Recommender System based on Hierarchical Attention Networks
2018 · Haochao Ying, Fuzhen Zhuang, et al. · International Joint Conference on Artificial Intelligence · 375
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Controllable Multi-Interest Framework for Recommendation
2020 · Yukuo Cen, Jianwei Zhang, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 352
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Hierarchical Gating Networks for Sequential Recommendation
2019 · Chen Ma, Peng Kang, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 337
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An energy-efficient mobile recommender system
2010 · Yong Ge, Hui Xiong, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 325
Feature-level Deeper Self-Attention Network for Sequential Recommendation
2019 · Tingting Zhang, Pengpeng Zhao, et al. · International Joint Conference on Artificial Intelligence · 322
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Deep Learning for Sequential Recommendation
2020 · Hui Fang, Danning Zhang, et al. · ACM Transactions on Information Systems · 290
Healthcare information systems: data mining methods in the creation of a clinical recommender system
2011 · L. Duan, W. N. Street, et al. · Enterprise Information Systems · 277
SSE-PT: Sequential Recommendation Via Personalized Transformer
2020 · Liwei Wu, Shuqing Li, et al. · 275
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Works count: 2,689
Citation count: 42,320
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