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DeepApp: characterizing dynamic user interests for mobile application recommendation DeepApp:描述动态用户兴趣，为移动应用程序推荐
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-05-02 DOI: 10.1007/s11280-023-01161-3
Yunji Liang, Lei Liu, Luwen Huangfu, Zhu Wang, Bin Guo
{"title":"DeepApp: characterizing dynamic user interests for mobile application recommendation","authors":"Yunji Liang, Lei Liu, Luwen Huangfu, Zhu Wang, Bin Guo","doi":"10.1007/s11280-023-01161-3","DOIUrl":"https://doi.org/10.1007/s11280-023-01161-3","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"49 1","pages":"1-23"},"PeriodicalIF":3.7,"publicationDate":"2023-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82181572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Knowledge-graph-enabled biomedical entity linking: a survey 支持知识图谱的生物医学实体链接:一项调查
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-05-02 DOI: 10.1007/s11280-023-01144-4
Jiyun Shi, Zhimeng Yuan, Wenxuan Guo, Chen Ma, Jiehao Chen, Mei-juan Zhang
{"title":"Knowledge-graph-enabled biomedical entity linking: a survey","authors":"Jiyun Shi, Zhimeng Yuan, Wenxuan Guo, Chen Ma, Jiehao Chen, Mei-juan Zhang","doi":"10.1007/s11280-023-01144-4","DOIUrl":"https://doi.org/10.1007/s11280-023-01144-4","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"71 1","pages":"1-30"},"PeriodicalIF":3.7,"publicationDate":"2023-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76639827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
DFedSN: Decentralized federated learning based on heterogeneous data in social networks DFedSN:基于社交网络中异构数据的去中心化联邦学习
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-04-18 DOI: 10.1007/s11280-023-01152-4
Yikuan Chen, L. Liang, Wei Gao
{"title":"DFedSN: Decentralized federated learning based on heterogeneous data in social networks","authors":"Yikuan Chen, L. Liang, Wei Gao","doi":"10.1007/s11280-023-01152-4","DOIUrl":"https://doi.org/10.1007/s11280-023-01152-4","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"8 1","pages":"1-24"},"PeriodicalIF":3.7,"publicationDate":"2023-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82108698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Few-shot named entity recognition with hybrid multi-prototype learning 基于混合多原型学习的小样本命名实体识别
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-04-13 DOI: 10.1007/s11280-023-01143-5
Zenghua Liao, Junbo Fei, Weixin Zeng, Xiang Zhao
{"title":"Few-shot named entity recognition with hybrid multi-prototype learning","authors":"Zenghua Liao, Junbo Fei, Weixin Zeng, Xiang Zhao","doi":"10.1007/s11280-023-01143-5","DOIUrl":"https://doi.org/10.1007/s11280-023-01143-5","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"18 1","pages":"1-24"},"PeriodicalIF":3.7,"publicationDate":"2023-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89386183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 novel cross-network node pair embedding methodology for anchor link prediction 一种新的跨网络节点对嵌入方法用于锚链接预测
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-04-03 DOI: 10.1007/s11280-023-01154-2
Huanran Wang, Wu Yang, Dapeng Man, Wei Wang, Jiguang Lv, Meng Joo Er
{"title":"A novel cross-network node pair embedding methodology for anchor link prediction","authors":"Huanran Wang, Wu Yang, Dapeng Man, Wei Wang, Jiguang Lv, Meng Joo Er","doi":"10.1007/s11280-023-01154-2","DOIUrl":"https://doi.org/10.1007/s11280-023-01154-2","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"18 1","pages":"1-26"},"PeriodicalIF":3.7,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81821900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
DIRS-KG: a KG-enhanced interactive recommender system based on deep reinforcement learning DIRS-KG:基于深度强化学习的kg增强型交互式推荐系统
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-04-01 DOI: 10.1007/s11280-022-01135-x
Ronghua Lin, Feiyi Tang, Chaobo He, Zhengyang Wu, Chengzhe Yuan, Yong Tang
{"title":"DIRS-KG: a KG-enhanced interactive recommender system based on deep reinforcement learning","authors":"Ronghua Lin, Feiyi Tang, Chaobo He, Zhengyang Wu, Chengzhe Yuan, Yong Tang","doi":"10.1007/s11280-022-01135-x","DOIUrl":"https://doi.org/10.1007/s11280-022-01135-x","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"17 1","pages":"1-23"},"PeriodicalIF":3.7,"publicationDate":"2023-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81173653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A performant and incremental algorithm for knowledge graph entity typing 知识图谱实体类型的一种高性能增量算法
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-03-30 DOI: 10.1007/s11280-023-01155-1
Zepeng Li, Rikui Huang, Minyu Zhai, Zhenwen Zhang, B. Hu
{"title":"A performant and incremental algorithm for knowledge graph entity typing","authors":"Zepeng Li, Rikui Huang, Minyu Zhai, Zhenwen Zhang, B. Hu","doi":"10.1007/s11280-023-01155-1","DOIUrl":"https://doi.org/10.1007/s11280-023-01155-1","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"21 1","pages":"1-18"},"PeriodicalIF":3.7,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73992665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Efficient maintenance of highway cover labelling for distance queries on large dynamic graphs 高速公路覆盖标记在大型动态图上的距离查询的有效维护
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-03-22 DOI: 10.1007/s11280-023-01146-2
Muhammad Farhan, Qing Wang
{"title":"Efficient maintenance of highway cover labelling for distance queries on large dynamic graphs","authors":"Muhammad Farhan, Qing Wang","doi":"10.1007/s11280-023-01146-2","DOIUrl":"https://doi.org/10.1007/s11280-023-01146-2","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"11 1","pages":"1-26"},"PeriodicalIF":3.7,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81985131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A DRL-based online VM scheduler for cost optimization in cloud brokers. 一种基于DRL的在线虚拟机调度器，用于云代理中的成本优化。
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-03-14 DOI: 10.1007/s11280-023-01145-3
Xingjia Li, Li Pan, Shijun Liu
{"title":"A DRL-based online VM scheduler for cost optimization in cloud brokers.","authors":"Xingjia Li,&nbsp;Li Pan,&nbsp;Shijun Liu","doi":"10.1007/s11280-023-01145-3","DOIUrl":"10.1007/s11280-023-01145-3","url":null,"abstract":"<p><p>The virtual machine (VM) scheduling problem in cloud brokers that support cloud bursting is fraught with uncertainty due to the on-demand nature of Infrastructure as a Service (IaaS) VMs. Until a VM request is received, the scheduler does not know in advance when it will arrive or what configurations it demands. Even when a VM request is received, the scheduler does not know when the VM's lifecycle expires. Existing studies begin to use deep reinforcement learning (DRL) to solve such scheduling problems. However, they do not address how to guarantee the QoS of user requests. In this paper, we investigate a cost optimization problem for online VM scheduling in cloud brokers for cloud bursting to minimize the cost spent on public clouds while satisfying specified QoS restrictions. We propose DeepBS, a DRL-based online VM scheduler in a cloud broker which learns from experience to adaptively improve scheduling strategies in environments with non-smooth and uncertain user requests. We evaluate the performance of DeepBS under two request arrival patterns which are respectively based on Google and Alibaba cluster traces, and the experiments show that DeepBS has a significant advantage over other benchmark algorithms in terms of cost optimization.</p>","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":" ","pages":"1-27"},"PeriodicalIF":3.7,"publicationDate":"2023-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10011766/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10063369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatiotemporal data management and analytics for recommender systems 推荐系统的时空数据管理与分析
IF 3.7 3区 计算机科学
World Wide Web-Internet and Web Information Systems Pub Date : 2023-03-13 DOI: 10.1007/s11280-023-01162-2
Shuo Shang, Xiangliang Zhang, Panos Kalnis
{"title":"Spatiotemporal data management and analytics for recommender systems","authors":"Shuo Shang, Xiangliang Zhang, Panos Kalnis","doi":"10.1007/s11280-023-01162-2","DOIUrl":"https://doi.org/10.1007/s11280-023-01162-2","url":null,"abstract":"","PeriodicalId":49356,"journal":{"name":"World Wide Web-Internet and Web Information Systems","volume":"18 1","pages":"1-3"},"PeriodicalIF":3.7,"publicationDate":"2023-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73681559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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