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Titlebook: Database Systems for Advanced Applications; 27th International C Arnab Bhattacharya,Janice Lee Mong Li,Rage Uday Ki Conference proceedings

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發(fā)表于 2025-3-21 17:43:39 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Database Systems for Advanced Applications
副標(biāo)題27th International C
編輯Arnab Bhattacharya,Janice Lee Mong Li,Rage Uday Ki
視頻videohttp://file.papertrans.cn/264/263437/263437.mp4
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Database Systems for Advanced Applications; 27th International C Arnab Bhattacharya,Janice Lee Mong Li,Rage Uday Ki Conference proceedings
描述.The three-volume set LNCS 13245, 13246 and 13247 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held online, in April 2021...The total of 72 full papers, along with 76 short papers, are presented in this three-volume set was carefully reviewed and selected from 543 submissions. Additionally, 13 industrial papers, 9 demo papers and 2 PhD consortium papers are included...?..The conference was planned to take place in Hyderabad, India, but it was held virtually due to the COVID-19 pandemic. .
出版日期Conference proceedings 2022
關(guān)鍵詞artificial intelligence; collaborative filtering; computer networks; computer systems; computer vision; d
版次1
doihttps://doi.org/10.1007/978-3-031-00126-0
isbn_softcover978-3-031-00125-3
isbn_ebook978-3-031-00126-0Series 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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Inter- and Intra-Domain Relation-Aware Heterogeneous Graph Convolutional Networks for Cross-Domain Rto alleviate the data sparsity issue. While recent studies demonstrate the effectiveness of cross-domain recommendation systems, there exist two unsolved challenges: (1) existing methods focus on transferring knowledge to generate shared factors implicitly, which fail to distill domain-shared featur
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Enhancing Graph Convolution Network for Novel Recommendationems yet neglect tail ones, which are actually the focus of novel recommendation since they can provide more surprises for users and more profits for enterprises. Furthermore, current novelty oriented methods treat all users equally without considering their personal preference on popular or tail ite
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發(fā)表于 2025-3-22 14:41:45 | 只看該作者
Knowledge-Enhanced Multi-task Learning for?Course RecommendationAdaptive learning systems mainly generate course recommendations based on learner’s knowledge level acquired by KT. However, for KT tasks, learners’ forgetting has not been well modeled. In addition, learner’s individual differences also influence the accuracy of knowledge level prediction. While fo
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發(fā)表于 2025-3-22 18:28:54 | 只看該作者
Learning Social Influence from?Network Structure for?Recommender Systemsmethods focus on incorporating the semantic collaborative information of social friends. In this paper, we argue that the semantic strength of their friends is also influenced by the subnetwork structure of friendship groups, which had not been well addressed in social recommendation literature. We
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發(fā)表于 2025-3-22 23:43:14 | 只看該作者
PMAR: Multi-aspect Recommendation Based on Psychological Gapts have their descriptions of the items. The inconsistency between the descriptions and the actual attributes of items will bring users psychological gap caused by the Expectation Effect. Compared with the recommendation without merchant’s description, users may feel more unsatisfied with the items
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Meta-path Enhanced Lightweight Graph Neural Network for?Social Recommendationnd user-item interaction graphs, many previous social recommender systems model the information diffusion process in both graphs to obtain high-order information. We argue that this approach does not explicitly encode high-order connectivity, resulting in potential collaborative signals between user
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