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Agenda Formation and Prediction of Voting Tendencies for European Parliament Election using Textual, Social and Network Features
IF 5.9 3区 管理学
Information Systems Frontiers Pub Date : 2024-12-23 DOI: 10.1007/s10796-024-10568-w
Gautam Kishore Shahi, Ali Sercan Basyurt, Stefan Stieglitz, Christoph Neuberger
{"title":"Agenda Formation and Prediction of Voting Tendencies for European Parliament Election using Textual, Social and Network Features","authors":"Gautam Kishore Shahi, Ali Sercan Basyurt, Stefan Stieglitz, Christoph Neuberger","doi":"10.1007/s10796-024-10568-w","DOIUrl":"https://doi.org/10.1007/s10796-024-10568-w","url":null,"abstract":"<p>As per agenda-setting theory, political agenda is concerned with the government’s agenda, including politicians and political parties. Political actors utilize various channels to set their political agenda, including social media platforms such as Twitter (now <i>X</i>). Political agenda-setting can be influenced by anonymous user-generated content following the Bright Internet. This is why speech acts, experts, users with affiliations and parties through annotated Tweets were analyzed in this study. In doing so, the agenda formation during the 2019 European Parliament Election in Germany based on the agenda-setting theory as our theoretical framework, was analyzed. A prediction model was trained to predict users’ voting tendencies based on three feature categories: social, network, and text. By combining features from all categories logistical regression leads to the best predictions matching the election results. The contribution to theory is an approach to identify agenda formation based on our novel variables. For practice, a novel approach is presented to forecast the winner of events.</p>","PeriodicalId":13610,"journal":{"name":"Information Systems Frontiers","volume":"92 1","pages":""},"PeriodicalIF":5.9,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142874196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Proceedings of the IEEE: Stay Informed. Become Inspired.
IF 23.2 1区 计算机科学
Proceedings of the IEEE Pub Date : 2024-12-23 DOI: 10.1109/JPROC.2024.3506203
{"title":"Proceedings of the IEEE: Stay Informed. Become Inspired.","authors":"","doi":"10.1109/JPROC.2024.3506203","DOIUrl":"https://doi.org/10.1109/JPROC.2024.3506203","url":null,"abstract":"","PeriodicalId":20556,"journal":{"name":"Proceedings of the IEEE","volume":"112 10","pages":"C4-C4"},"PeriodicalIF":23.2,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10812074","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142875119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Robust Real-Time Localization System via Semantic Dimensional Chains for Degraded Scenarios
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2024-12-23 DOI: 10.1109/jiot.2024.3520998
Yunfei Li, Lin Jiang, Bin Lei, Bo Tang, Jianyang Zhu
{"title":"Robust Real-Time Localization System via Semantic Dimensional Chains for Degraded Scenarios","authors":"Yunfei Li, Lin Jiang, Bin Lei, Bo Tang, Jianyang Zhu","doi":"10.1109/jiot.2024.3520998","DOIUrl":"https://doi.org/10.1109/jiot.2024.3520998","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"25 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Dual UAV Cluster-Assisted Maritime Physical Layer Secure Communications via Collaborative Beamforming
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2024-12-23 DOI: 10.1109/jiot.2024.3521977
Jiawei Huang, Aimin Wang, Geng Sun, Jiahui Li, Jiacheng Wang, Hongyang Du, Dusit Niyato
{"title":"Dual UAV Cluster-Assisted Maritime Physical Layer Secure Communications via Collaborative Beamforming","authors":"Jiawei Huang, Aimin Wang, Geng Sun, Jiahui Li, Jiacheng Wang, Hongyang Du, Dusit Niyato","doi":"10.1109/jiot.2024.3521977","DOIUrl":"https://doi.org/10.1109/jiot.2024.3521977","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"32 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Rebalanced Vision-Language Retrieval Considering Structure-Aware Distillation
IF 10.6 1区 计算机科学
IEEE Transactions on Image Processing Pub Date : 2024-12-23 DOI: 10.1109/tip.2024.3518759
Yang Yang, Wenjuan Xi, Luping Zhou, Jinhui Tang
{"title":"Rebalanced Vision-Language Retrieval Considering Structure-Aware Distillation","authors":"Yang Yang, Wenjuan Xi, Luping Zhou, Jinhui Tang","doi":"10.1109/tip.2024.3518759","DOIUrl":"https://doi.org/10.1109/tip.2024.3518759","url":null,"abstract":"","PeriodicalId":13217,"journal":{"name":"IEEE Transactions on Image Processing","volume":"32 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Enhancing Federated Learning Performance on Heterogeneous IoT Devices Using Generative Artificial Intelligence With Resource Scheduling
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2024-12-23 DOI: 10.1109/jiot.2024.3521017
Zezhao Meng, Zhi Li, Xiangwang Hou, Minrui Xu, Yi Xia, Zekai Zhang, Shaoyang Song
{"title":"Enhancing Federated Learning Performance on Heterogeneous IoT Devices Using Generative Artificial Intelligence With Resource Scheduling","authors":"Zezhao Meng, Zhi Li, Xiangwang Hou, Minrui Xu, Yi Xia, Zekai Zhang, Shaoyang Song","doi":"10.1109/jiot.2024.3521017","DOIUrl":"https://doi.org/10.1109/jiot.2024.3521017","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"28 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Design and Performance Evaluation for BILCM-ID System with Improved Stopping Criterion
IF 6.8 2区 计算机科学
IEEE Transactions on Vehicular Technology Pub Date : 2024-12-23 DOI: 10.1109/tvt.2024.3519540
Xuhui Ding, Yuchen Xu, Gaoyang Li, Kai Yang, Jinhong Yuan, Jianping An
{"title":"Design and Performance Evaluation for BILCM-ID System with Improved Stopping Criterion","authors":"Xuhui Ding, Yuchen Xu, Gaoyang Li, Kai Yang, Jinhong Yuan, Jianping An","doi":"10.1109/tvt.2024.3519540","DOIUrl":"https://doi.org/10.1109/tvt.2024.3519540","url":null,"abstract":"","PeriodicalId":13421,"journal":{"name":"IEEE Transactions on Vehicular Technology","volume":"1 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879854","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
Cooperative Localization of Connected Vehicles with Attack Detection and Secure Fusion
IF 6.8 2区 计算机科学
IEEE Transactions on Vehicular Technology Pub Date : 2024-12-23 DOI: 10.1109/tvt.2024.3521388
Jiageng Liu, Ge Guo, Xiaozheng Sun, Zengbo Li, Haodong Lin
{"title":"Cooperative Localization of Connected Vehicles with Attack Detection and Secure Fusion","authors":"Jiageng Liu, Ge Guo, Xiaozheng Sun, Zengbo Li, Haodong Lin","doi":"10.1109/tvt.2024.3521388","DOIUrl":"https://doi.org/10.1109/tvt.2024.3521388","url":null,"abstract":"","PeriodicalId":13421,"journal":{"name":"IEEE Transactions on Vehicular Technology","volume":"32 1","pages":""},"PeriodicalIF":6.8,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879857","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
SLwF: A Split Learning Without Forgetting Framework for Internet of Things
IF 10.6 1区 计算机科学
IEEE Internet of Things Journal Pub Date : 2024-12-23 DOI: 10.1109/jiot.2024.3519732
Xingyu Feng, Renqi Jia, Chengwen Luo, Victor C.M. Leung, Weitao Xu
{"title":"SLwF: A Split Learning Without Forgetting Framework for Internet of Things","authors":"Xingyu Feng, Renqi Jia, Chengwen Luo, Victor C.M. Leung, Weitao Xu","doi":"10.1109/jiot.2024.3519732","DOIUrl":"https://doi.org/10.1109/jiot.2024.3519732","url":null,"abstract":"","PeriodicalId":54347,"journal":{"name":"IEEE Internet of Things Journal","volume":"5 1","pages":""},"PeriodicalIF":10.6,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879876","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Learn to Supervise: Deep Reinforcement Learning-Based Prototype Refinement for Few-Shot Motor Fault Diagnosis
IF 10.4 1区 计算机科学
IEEE transactions on neural networks and learning systems Pub Date : 2024-12-23 DOI: 10.1109/tnnls.2024.3516035
Pengcheng Xia, Yixiang Huang, Chengliang Liu, Jie Liu
{"title":"Learn to Supervise: Deep Reinforcement Learning-Based Prototype Refinement for Few-Shot Motor Fault Diagnosis","authors":"Pengcheng Xia, Yixiang Huang, Chengliang Liu, Jie Liu","doi":"10.1109/tnnls.2024.3516035","DOIUrl":"https://doi.org/10.1109/tnnls.2024.3516035","url":null,"abstract":"","PeriodicalId":13303,"journal":{"name":"IEEE transactions on neural networks and learning systems","volume":"4 1","pages":""},"PeriodicalIF":10.4,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142879939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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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