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Signal Contrastive Enhanced Graph Collaborative Filtering for Recommendation 用于推荐的信号对比增强图协同过滤
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-06-09 DOI: 10.1007/s41019-023-00215-w
Zhi-Yuan Li, Mansheng Chen, Yuefang Gao, Changjian Wang
{"title":"Signal Contrastive Enhanced Graph Collaborative Filtering for Recommendation","authors":"Zhi-Yuan Li, Mansheng Chen, Yuefang Gao, Changjian Wang","doi":"10.1007/s41019-023-00215-w","DOIUrl":"https://doi.org/10.1007/s41019-023-00215-w","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"56 1","pages":"318 - 328"},"PeriodicalIF":4.2,"publicationDate":"2023-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88512672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
PosKHG: A Position-Aware Knowledge Hypergraph Model for Link Prediction PosKHG:一种用于链路预测的位置感知知识超图模型
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-05-05 DOI: 10.1007/s41019-023-00214-x
Zi-Yuan Chen, Xin Wang, Chenxu Wang, Zhao Li
{"title":"PosKHG: A Position-Aware Knowledge Hypergraph Model for Link Prediction","authors":"Zi-Yuan Chen, Xin Wang, Chenxu Wang, Zhao Li","doi":"10.1007/s41019-023-00214-x","DOIUrl":"https://doi.org/10.1007/s41019-023-00214-x","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"28 1","pages":"135 - 145"},"PeriodicalIF":4.2,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74459706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Survey of Advanced Information Fusion System: from Model-Driven to Knowledge-Enabled 先进信息融合系统综述:从模型驱动到知识驱动
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-04-26 DOI: 10.1007/s41019-023-00209-8
Di Zhu, Hai-Lian Yin, Yi Xu, Jiaqi Wu, Bowen Zhang, Yang Cheng, Zhanzuo Yin, Ziqiang Yu, Hao Wen, Bo-wen Li
{"title":"A Survey of Advanced Information Fusion System: from Model-Driven to Knowledge-Enabled","authors":"Di Zhu, Hai-Lian Yin, Yi Xu, Jiaqi Wu, Bowen Zhang, Yang Cheng, Zhanzuo Yin, Ziqiang Yu, Hao Wen, Bo-wen Li","doi":"10.1007/s41019-023-00209-8","DOIUrl":"https://doi.org/10.1007/s41019-023-00209-8","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"118 1","pages":"85 - 97"},"PeriodicalIF":4.2,"publicationDate":"2023-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86197356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Framework to Maximize Group Fairness for Workers on Online Labor Platforms 在线劳动平台上最大化工人群体公平的框架
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-04-26 DOI: 10.1007/s41019-023-00213-y
Anis El Rabaa, Shady Elbassuoni, Jihad Hanna, A. E. Mouawad, Ayham Olleik, S. Amer-Yahia
{"title":"A Framework to Maximize Group Fairness for Workers on Online Labor Platforms","authors":"Anis El Rabaa, Shady Elbassuoni, Jihad Hanna, A. E. Mouawad, Ayham Olleik, S. Amer-Yahia","doi":"10.1007/s41019-023-00213-y","DOIUrl":"https://doi.org/10.1007/s41019-023-00213-y","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"20 1","pages":"146 - 176"},"PeriodicalIF":4.2,"publicationDate":"2023-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89587192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
UMP-MG: A Uni-directed Message-Passing Multi-label Generation Model for Hierarchical Text Classification 面向分层文本分类的单向消息传递多标签生成模型
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-04-24 DOI: 10.1007/s41019-023-00210-1
Bo Ning, Deji Zhao, Xinjian Zhang, Chao Wang, Shuangyong Song
{"title":"UMP-MG: A Uni-directed Message-Passing Multi-label Generation Model for Hierarchical Text Classification","authors":"Bo Ning, Deji Zhao, Xinjian Zhang, Chao Wang, Shuangyong Song","doi":"10.1007/s41019-023-00210-1","DOIUrl":"https://doi.org/10.1007/s41019-023-00210-1","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"11 1","pages":"112 - 123"},"PeriodicalIF":4.2,"publicationDate":"2023-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82032200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improving Gender-Related Fairness in Sentence Encoders: A Semantics-Based Approach 提高句子编码器的性别公平性:基于语义的方法
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-04-15 DOI: 10.1007/s41019-023-00211-0
Tommaso Dolci, Fabio Azzalini, M. Tanelli
{"title":"Improving Gender-Related Fairness in Sentence Encoders: A Semantics-Based Approach","authors":"Tommaso Dolci, Fabio Azzalini, M. Tanelli","doi":"10.1007/s41019-023-00211-0","DOIUrl":"https://doi.org/10.1007/s41019-023-00211-0","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"275 1","pages":"177 - 195"},"PeriodicalIF":4.2,"publicationDate":"2023-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76978758","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Probing the Impacts of Visual Context in Multimodal Entity Alignment 探讨视觉语境对多模态实体对齐的影响
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-04-04 DOI: 10.1007/s41019-023-00208-9
Yinghui Shi, Meng Wang, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng
{"title":"Probing the Impacts of Visual Context in Multimodal Entity Alignment","authors":"Yinghui Shi, Meng Wang, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng","doi":"10.1007/s41019-023-00208-9","DOIUrl":"https://doi.org/10.1007/s41019-023-00208-9","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"99 1","pages":"124 - 134"},"PeriodicalIF":4.2,"publicationDate":"2023-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76670437","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Memory-Enhanced Transformer for Representation Learning on Temporal Heterogeneous Graphs 时间异构图表示学习的记忆增强转换器
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-03-22 DOI: 10.1007/s41019-023-00207-w
Longhai Li, Lei Duan, Junchen Wang, Chengxin He, Zihao Chen, Guicai Xie, Song Deng, Zhaohang Luo
{"title":"Memory-Enhanced Transformer for Representation Learning on Temporal Heterogeneous Graphs","authors":"Longhai Li, Lei Duan, Junchen Wang, Chengxin He, Zihao Chen, Guicai Xie, Song Deng, Zhaohang Luo","doi":"10.1007/s41019-023-00207-w","DOIUrl":"https://doi.org/10.1007/s41019-023-00207-w","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"30 1","pages":"98 - 111"},"PeriodicalIF":4.2,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82348791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Learning Weight Signed Network Embedding with Graph Neural Networks 用图神经网络学习权值签名网络嵌入
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-02-23 DOI: 10.1007/s41019-023-00206-x
Zekun Lu, Qiancheng Yu, Xia Li, Xiaoning Li, Qinwen Yang
{"title":"Learning Weight Signed Network Embedding with Graph Neural Networks","authors":"Zekun Lu, Qiancheng Yu, Xia Li, Xiaoning Li, Qinwen Yang","doi":"10.1007/s41019-023-00206-x","DOIUrl":"https://doi.org/10.1007/s41019-023-00206-x","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"6 1","pages":"36 - 46"},"PeriodicalIF":4.2,"publicationDate":"2023-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72826323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Construct Trip Graphs by Using Taxi Trajectory Data 利用出租车轨迹数据构建行车图
IF 4.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Data Science and Engineering
Pub Date : 2023-02-18 DOI: 10.1007/s41019-023-00205-y
Hao Yu, Xi Guo, Xiaoyi Luo, Weihao Bian, T. Zhang
{"title":"Construct Trip Graphs by Using Taxi Trajectory Data","authors":"Hao Yu, Xi Guo, Xiaoyi Luo, Weihao Bian, T. Zhang","doi":"10.1007/s41019-023-00205-y","DOIUrl":"https://doi.org/10.1007/s41019-023-00205-y","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"1 1","pages":"1 - 22"},"PeriodicalIF":4.2,"publicationDate":"2023-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78841797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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