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Applied Network Science最新文献

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Centrality measure and visualization technique for multiple-parent nodes of earthquakes based on correlation-metric 基于相关度量的地震多个母节点的中心度测量及可视化技术
IF 2.2
Applied Network Science Pub Date : 2023-02-22 DOI: 10.1007/s41109-023-00541-y
Yuki Yamagishi, Kazumi Saito, K. Hirahara, Naonori Ueda
{"title":"Centrality measure and visualization technique for multiple-parent nodes of earthquakes based on correlation-metric","authors":"Yuki Yamagishi, Kazumi Saito, K. Hirahara, Naonori Ueda","doi":"10.1007/s41109-023-00541-y","DOIUrl":"https://doi.org/10.1007/s41109-023-00541-y","url":null,"abstract":"","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43773848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Measuring the effect of collaborative filtering on the diversity of users’ attention 衡量协同过滤对用户注意力多样性的影响
IF 2.2
Applied Network Science Pub Date : 2023-01-25 DOI: 10.1007/s41109-022-00530-7
Augustin Godinot, Fabien Tarissan
{"title":"Measuring the effect of collaborative filtering on the diversity of users’ attention","authors":"Augustin Godinot, Fabien Tarissan","doi":"10.1007/s41109-022-00530-7","DOIUrl":"https://doi.org/10.1007/s41109-022-00530-7","url":null,"abstract":"","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44540859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
An efficient weighted network centrality approach for exploring mechanisms of action of the Ruellia herbal formula for treating rheumatoid arthritis 一种有效的加权网络中心性方法探讨鲁埃利亚草药配方治疗类风湿性关节炎的作用机制
IF 2.2
Applied Network Science Pub Date : 2023-01-24 DOI: 10.1007/s41109-022-00527-2
P. Ochieng, A. Hussain, J. Dombi, Miklós Krész
{"title":"An efficient weighted network centrality approach for exploring mechanisms of action of the Ruellia herbal formula for treating rheumatoid arthritis","authors":"P. Ochieng, A. Hussain, J. Dombi, Miklós Krész","doi":"10.1007/s41109-022-00527-2","DOIUrl":"https://doi.org/10.1007/s41109-022-00527-2","url":null,"abstract":"","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48686998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Democratizing corruption: a role structure analysis of Indonesia’s “Big Bang” decentralization 腐败民主化：印尼“大爆炸”权力下放的角色结构分析
IF 2.2
Applied Network Science Pub Date : 2023-01-24 DOI: 10.1007/s41109-023-00535-w
M. Silitonga, R. Wittek, T. Snijders, L. Heyse
{"title":"Democratizing corruption: a role structure analysis of Indonesia’s “Big Bang” decentralization","authors":"M. Silitonga, R. Wittek, T. Snijders, L. Heyse","doi":"10.1007/s41109-023-00535-w","DOIUrl":"https://doi.org/10.1007/s41109-023-00535-w","url":null,"abstract":"","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46680362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Artificial benchmark for community detection with outliers (ABCD+o) 基于离群值的社区检测人工基准(ABCD+ 0)
IF 2.2
Applied Network Science Pub Date : 2023-01-13 DOI: 10.1007/s41109-023-00552-9
Bogumil Kami'nski, P. Prałat, F. Théberge
{"title":"Artificial benchmark for community detection with outliers (ABCD+o)","authors":"Bogumil Kami'nski, P. Prałat, F. Théberge","doi":"10.1007/s41109-023-00552-9","DOIUrl":"https://doi.org/10.1007/s41109-023-00552-9","url":null,"abstract":"","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45947713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Examining the importance of existing relationships for co-offending: a temporal network analysis in Bogotá, Colombia (2005–2018) 考察现有关系对共同犯罪的重要性:哥伦比亚波哥大<e:1>(2005-2018)的时间网络分析
IF 2.2
Applied Network Science Pub Date : 2023-01-13 DOI: 10.1007/s41109-023-00531-0
Alberto Nieto, Toby P Davies, H. Borrion
{"title":"Examining the importance of existing relationships for co-offending: a temporal network analysis in Bogotá, Colombia (2005–2018)","authors":"Alberto Nieto, Toby P Davies, H. Borrion","doi":"10.1007/s41109-023-00531-0","DOIUrl":"https://doi.org/10.1007/s41109-023-00531-0","url":null,"abstract":"","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42405294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Convergence properties of optimal transport-based temporal hypergraphs 基于最优传输的时间超图的收敛性
IF 2.2
Applied Network Science Pub Date : 2023-01-11 DOI: 10.1007/s41109-022-00529-0
Diego Baptista, C. D. Bacco
{"title":"Convergence properties of optimal transport-based temporal hypergraphs","authors":"Diego Baptista, C. D. Bacco","doi":"10.1007/s41109-022-00529-0","DOIUrl":"https://doi.org/10.1007/s41109-022-00529-0","url":null,"abstract":"","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48784468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Centrality-based lane interventions in road networks for improved level of service: the case of downtown Boise, Idaho 以提高服务水平为目的的道路网络中基于中心的车道干预:爱达荷州博伊西市中心的案例
IF 2.2
Applied Network Science Pub Date : 2023-01-09 DOI: 10.1007/s41109-023-00532-z
Md Ashraf Ahmed, H. M. I. Kays, A. M. Sadri
{"title":"Centrality-based lane interventions in road networks for improved level of service: the case of downtown Boise, Idaho","authors":"Md Ashraf Ahmed, H. M. I. Kays, A. M. Sadri","doi":"10.1007/s41109-023-00532-z","DOIUrl":"https://doi.org/10.1007/s41109-023-00532-z","url":null,"abstract":"","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41339769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A combined synchronization index for evaluating collective action social media. 一种评价集体行动社交媒体的联合同步指标。
IF 2.2
Applied Network Science Pub Date : 2023-01-01 DOI: 10.1007/s41109-022-00526-3
Lynnette Hui Xian Ng, Kathleen M Carley
{"title":"A combined synchronization index for evaluating collective action social media.","authors":"Lynnette Hui Xian Ng,&nbsp;Kathleen M Carley","doi":"10.1007/s41109-022-00526-3","DOIUrl":"https://doi.org/10.1007/s41109-022-00526-3","url":null,"abstract":"<p><p>Social media has provided a citizen voice, giving rise to grassroots collective action, where users deploy a concerted effort to disseminate online narratives and even carry out offline protests. Sometimes these collective action are aided by inorganic synchronization, which arise from bot actors. It is thus important to identify the synchronicity of emerging discourse on social media and the indications of organic/inorganic activity within the conversations. This provides a way of profiling an event for possibility of offline protests and violence. In this study, we build on past definitions of synchronous activity on social media- simultaneous user action-and develop a Combined Synchronization Index (CSI) which adopts a hierarchical approach in measuring user synchronicity. We apply this index on six political and social activism events on Twitter and analyzed three action types: synchronicity by hashtag, URL and @mentions.The CSI provides an overall quantification of synchronization across all action types within an event, which allows ranking of a spectrum of synchronicity across the six events. Human users have higher synchronous scores than bot users in most events; and bots and humans exhibits the most synchronized activities across all events as compared to other pairs (i.e., bot-bot and human-human). We further rely on the harmony and dissonance of CSI-Network scores with network centrality metrics to observe the presence of organic/inorganic synchronization. We hope this work aids in investigating synchronized action within social media in a collective manner.</p>","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9809510/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10509545","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Predicting variable-length paths in networked systems using multi-order generative models. 使用多阶生成模型预测网络系统中的可变长度路径。
IF 2.2
Applied Network Science Pub Date : 2023-01-01 Epub Date: 2023-09-22 DOI: 10.1007/s41109-023-00596-x
Christoph Gote, Giona Casiraghi, Frank Schweitzer, Ingo Scholtes
{"title":"Predicting variable-length paths in networked systems using multi-order generative models.","authors":"Christoph Gote, Giona Casiraghi, Frank Schweitzer, Ingo Scholtes","doi":"10.1007/s41109-023-00596-x","DOIUrl":"10.1007/s41109-023-00596-x","url":null,"abstract":"<p><p>Apart from nodes and links, for many networked systems, we have access to data on paths, i.e., collections of temporally ordered variable-length node sequences that are constrained by the system's topology. Understanding the patterns in such data is key to advancing our understanding of the structure and dynamics of complex systems. Moreover, the ability to accurately model and predict paths is important for engineered systems, e.g., to optimise supply chains or provide smart mobility services. Here, we introduce MOGen, a generative modelling framework that enables both next-element and out-of-sample prediction in paths with high accuracy and consistency. It features a model selection approach that automatically determines the optimal model directly from data, effectively making MOGen parameter-free. Using empirical data, we show that our method outperforms state-of-the-art sequence modelling techniques. We further introduce a mathematical formalism that links higher-order models of paths to transition matrices of random walks in multi-layer networks.</p>","PeriodicalId":37010,"journal":{"name":"Applied Network Science","volume":null,"pages":null},"PeriodicalIF":2.2,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516819/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41151411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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