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Titlebook: Database Systems for Advanced Applications; 28th International C Xin Wang,Maria Luisa Sapino,Hongzhi Yin Conference proceedings 2023 The Ed

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書目名稱Database Systems for Advanced Applications
副標(biāo)題28th International C
編輯Xin Wang,Maria Luisa Sapino,Hongzhi Yin
視頻videohttp://file.papertrans.cn/264/263402/263402.mp4
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Database Systems for Advanced Applications; 28th International C Xin Wang,Maria Luisa Sapino,Hongzhi Yin Conference proceedings 2023 The Ed
描述The four-volume set LNCS 13943, 13944, 13945 and 13946 constitutes the proceedings of the 28th International Conference on Database Systems for Advanced Applications, DASFAA 2023, held in April 2023 in Tianjin, China..The total of 125 full papers, along with 66 short papers, are presented together in this four-volume set was carefully reviewed and selected from 652 submissions. Additionally, 15 industrial papers, 15 demo papers and 4 PhD consortium papers are included. The conference presents papers on subjects such as model, graph, learning, performance, knowledge, time, recommendation, representation, attention, prediction, and network..
出版日期Conference proceedings 2023
關(guān)鍵詞Query Processing; Data Management; Graph; Network; Knowledge Graph
版次1
doihttps://doi.org/10.1007/978-3-031-30672-3
isbn_softcover978-3-031-30671-6
isbn_ebook978-3-031-30672-3Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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0302-9743 D consortium papers are included. The conference presents papers on subjects such as model, graph, learning, performance, knowledge, time, recommendation, representation, attention, prediction, and network..978-3-031-30671-6978-3-031-30672-3Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Who Is That Man? Lad Trouble in ,, and d information aggregation module to accurately learn item-level relation features from a knowledge graph. Extensive experiments conducted on three real-world datasets demonstrate the superiority of our KRec-C2 model over existing state-of-the-art methods.
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KRec-C2: A Knowledge Graph Enhanced Recommendation with?Context Awareness and?Contrastive Learningd information aggregation module to accurately learn item-level relation features from a knowledge graph. Extensive experiments conducted on three real-world datasets demonstrate the superiority of our KRec-C2 model over existing state-of-the-art methods.
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Thompson Sampling with?Time-Varying Reward for?Contextual Banditsalgorithm. Extensive empirical experiments on two real-world datasets show that our proposed algorithm outperforms state-of-the-art time-varying bandit algorithms. Furthermore, the designed reward mechanism can be flexibly configured to other bandit algorithms to improve them.
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Cold-Start Based Multi-scenario Ranking Model for?Click-Through Rate Predictionn attention mechanism; and 2) User Representation Memory Network (URMN), which benefits cold-start users from users with rich behaviors through a memory read and write mechanism. CSMN seamlessly integrates both components in an end-to-end learning framework. Extensive experiments on real-world offli
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