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Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis 1990年至2020年美国大城市种族隔离和多样性的时空变化：视觉数据分析
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-08-16 DOI: 10.1140/epjds/s13688-023-00408-3
A. Dmowska, T. Stepinski
{"title":"Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis","authors":"A. Dmowska, T. Stepinski","doi":"10.1140/epjds/s13688-023-00408-3","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00408-3","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-18"},"PeriodicalIF":3.6,"publicationDate":"2023-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49364227","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
Correction: Impact and dynamics of hate and counter speech online 更正:网上仇恨和反言论的影响和动态
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-08-10 DOI: 10.1140/epjds/s13688-023-00393-7
Joshua Garland, Keyan Ghazi-Zahedi, Jean-Gabriel Young, Laurent Hébert-Dufresne, M. Galesic
{"title":"Correction: Impact and dynamics of hate and counter speech online","authors":"Joshua Garland, Keyan Ghazi-Zahedi, Jean-Gabriel Young, Laurent Hébert-Dufresne, M. Galesic","doi":"10.1140/epjds/s13688-023-00393-7","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00393-7","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1"},"PeriodicalIF":3.6,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44515215","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
Quantifying participation biases on social media 量化社交媒体上的参与偏见
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-07-28 DOI: 10.1140/epjds/s13688-023-00405-6
Neeti Pokhriyal, B. Valentino, Soroush Vosoughi
{"title":"Quantifying participation biases on social media","authors":"Neeti Pokhriyal, B. Valentino, Soroush Vosoughi","doi":"10.1140/epjds/s13688-023-00405-6","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00405-6","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-20"},"PeriodicalIF":3.6,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47482929","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
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach 利用增广技术处理金融领域中不平衡的任务：一种两级集成方法
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-07-10 DOI: 10.1140/epjds/s13688-023-00402-9
Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo, S. Consoli
{"title":"Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach","authors":"Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo, S. Consoli","doi":"10.1140/epjds/s13688-023-00402-9","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00402-9","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-31"},"PeriodicalIF":3.6,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42786250","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
Towards hypergraph cognitive networks as feature-rich models of knowledge 将超图认知网络作为特征丰富的知识模型
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-04-13 DOI: 10.1140/epjds/s13688-023-00409-2
Salvatore Citraro, S. Deyne, Massimo Stella, Giulio Rossetti
{"title":"Towards hypergraph cognitive networks as feature-rich models of knowledge","authors":"Salvatore Citraro, S. Deyne, Massimo Stella, Giulio Rossetti","doi":"10.1140/epjds/s13688-023-00409-2","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00409-2","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":" ","pages":"1-22"},"PeriodicalIF":3.6,"publicationDate":"2023-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47177173","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
Mapping language literacy at scale: a case study on Facebook 大规模绘制语言素养地图:Facebook的案例研究
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-03-21 DOI: 10.1140/epjds/s13688-023-00388-4
Yu-Ru Lin, Shaomei Wu, Winter A. Mason
{"title":"Mapping language literacy at scale: a case study on Facebook","authors":"Yu-Ru Lin, Shaomei Wu, Winter A. Mason","doi":"10.1140/epjds/s13688-023-00388-4","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00388-4","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-21"},"PeriodicalIF":3.6,"publicationDate":"2023-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47224636","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 computational analysis of accessibility, readability, and explainability of figures in open access publications 开放获取出版物中数字的可访问性、可读性和可解释性的计算分析
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-03-02 DOI: 10.1140/epjds/s13688-023-00380-y
Han Zhuang, Tzu-Yang Huang, Daniel Ernesto Acuna
{"title":"A computational analysis of accessibility, readability, and explainability of figures in open access publications","authors":"Han Zhuang, Tzu-Yang Huang, Daniel Ernesto Acuna","doi":"10.1140/epjds/s13688-023-00380-y","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00380-y","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-16"},"PeriodicalIF":3.6,"publicationDate":"2023-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41825467","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
Socially disruptive periods and topics from information-theoretical analysis of judicial decisions 从司法判决的信息理论分析社会分裂时期和主题
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-02-03 DOI: 10.1140/epjds/s13688-022-00376-0
Lluc Font-Pomarol, Angelo Piga, R. M. Garcia-Teruel, Sergio Nasarre-Aznar, M. Sales-Pardo, R. Guimerà
{"title":"Socially disruptive periods and topics from information-theoretical analysis of judicial decisions","authors":"Lluc Font-Pomarol, Angelo Piga, R. M. Garcia-Teruel, Sergio Nasarre-Aznar, M. Sales-Pardo, R. Guimerà","doi":"10.1140/epjds/s13688-022-00376-0","DOIUrl":"https://doi.org/10.1140/epjds/s13688-022-00376-0","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-15"},"PeriodicalIF":3.6,"publicationDate":"2023-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45542400","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
Design and analysis of tweet-based election models for the 2021 Mexican legislative election 2021年墨西哥立法选举基于推特的选举模型设计与分析
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-01-02 DOI: 10.1140/epjds/s13688-023-00401-w
Alejandro Vigna-G'omez, Javier Murillo, Manelik Ramirez, A. Borbolla, Ian M'arquez, Prasun K. Ray
{"title":"Design and analysis of tweet-based election models for the 2021 Mexican legislative election","authors":"Alejandro Vigna-G'omez, Javier Murillo, Manelik Ramirez, A. Borbolla, Ian M'arquez, Prasun K. Ray","doi":"10.1140/epjds/s13688-023-00401-w","DOIUrl":"https://doi.org/10.1140/epjds/s13688-023-00401-w","url":null,"abstract":"","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"1-17"},"PeriodicalIF":3.6,"publicationDate":"2023-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41502708","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
The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador. 哥伦比亚、厄瓜多尔和萨尔瓦多在新冠肺炎大流行期间采用非药物干预措施和数字基础设施的作用。
IF 3.6 2区 计算机科学
EPJ Data Science Pub Date : 2023-01-01 Epub Date: 2023-06-06 DOI: 10.1140/epjds/s13688-023-00395-5
Nicolò Gozzi, Niccolò Comini, Nicola Perra
{"title":"The adoption of non-pharmaceutical interventions and the role of digital infrastructure during the COVID-19 pandemic in Colombia, Ecuador, and El Salvador.","authors":"Nicolò Gozzi,&nbsp;Niccolò Comini,&nbsp;Nicola Perra","doi":"10.1140/epjds/s13688-023-00395-5","DOIUrl":"10.1140/epjds/s13688-023-00395-5","url":null,"abstract":"<p><p>Adherence to the non-pharmaceutical interventions (NPIs) put in place to mitigate the spreading of infectious diseases is a multifaceted problem. Several factors, including socio-demographic and socio-economic attributes, can influence the perceived susceptibility and risk which are known to affect behavior. Furthermore, the adoption of NPIs is dependent upon the barriers, real or perceived, associated with their implementation. Here, we study the determinants of NPIs adherence during the first wave of the COVID-19 Pandemic in Colombia, Ecuador, and El Salvador. Analyses are performed at the level of municipalities and include socio-economic, socio-demographic, and epidemiological indicators. Furthermore, by leveraging a unique dataset comprising tens of millions of internet Speedtest® measurements from Ookla®, we investigate the quality of the digital infrastructure as a possible barrier to adoption. We use mobility changes provided by Meta as a proxy of adherence to NPIs and find a significant correlation between mobility drops and digital infrastructure quality. The relationship remains significant after controlling for several factors. This finding suggests that municipalities with better internet connectivity were able to afford higher mobility reductions. We also find that mobility reductions were more pronounced in larger, denser, and wealthier municipalities.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1140/epjds/s13688-023-00395-5.</p>","PeriodicalId":11887,"journal":{"name":"EPJ Data Science","volume":"12 1","pages":"18"},"PeriodicalIF":3.6,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243255/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9612333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 2
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