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Machine learning framework for country image analysis 用于国家图像分析的机器学习框架
IF 3.2
Journal of Computational Social Science Pub Date : 2024-02-03 DOI: 10.1007/s42001-023-00246-3
Luis N. Zúñiga-Morales, Jorge Ángel González-Ordiano, J. E. Quíroz-Ibarra, César Villanueva Rivas
{"title":"Machine learning framework for country image analysis","authors":"Luis N. Zúñiga-Morales, Jorge Ángel González-Ordiano, J. E. Quíroz-Ibarra, César Villanueva Rivas","doi":"10.1007/s42001-023-00246-3","DOIUrl":"https://doi.org/10.1007/s42001-023-00246-3","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139808218","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
Machine learning framework for country image analysis 用于国家图像分析的机器学习框架
IF 3.2
Journal of Computational Social Science Pub Date : 2024-02-03 DOI: 10.1007/s42001-023-00246-3
Luis N. Zúñiga-Morales, Jorge Ángel González-Ordiano, J. E. Quíroz-Ibarra, César Villanueva Rivas
{"title":"Machine learning framework for country image analysis","authors":"Luis N. Zúñiga-Morales, Jorge Ángel González-Ordiano, J. E. Quíroz-Ibarra, César Villanueva Rivas","doi":"10.1007/s42001-023-00246-3","DOIUrl":"https://doi.org/10.1007/s42001-023-00246-3","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139868131","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
Network toxicity analysis: an information-theoretic approach to studying the social dynamics of online toxicity 网络毒性分析：研究网络毒性社会动态的信息论方法
IF 3.2
Journal of Computational Social Science Pub Date : 2024-02-01 DOI: 10.1007/s42001-023-00239-2
Rupert Kiddle, Petter Törnberg, D. Trilling
{"title":"Network toxicity analysis: an information-theoretic approach to studying the social dynamics of online toxicity","authors":"Rupert Kiddle, Petter Törnberg, D. Trilling","doi":"10.1007/s42001-023-00239-2","DOIUrl":"https://doi.org/10.1007/s42001-023-00239-2","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139890015","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
Network toxicity analysis: an information-theoretic approach to studying the social dynamics of online toxicity 网络毒性分析：研究网络毒性社会动态的信息论方法
IF 3.2
Journal of Computational Social Science Pub Date : 2024-02-01 DOI: 10.1007/s42001-023-00239-2
Rupert Kiddle, Petter Törnberg, D. Trilling
{"title":"Network toxicity analysis: an information-theoretic approach to studying the social dynamics of online toxicity","authors":"Rupert Kiddle, Petter Törnberg, D. Trilling","doi":"10.1007/s42001-023-00239-2","DOIUrl":"https://doi.org/10.1007/s42001-023-00239-2","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139830194","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
Intra-family links in the analysis of marital networks 婚姻网络分析中的家庭内部联系
IF 3.2
Journal of Computational Social Science Pub Date : 2024-01-25 DOI: 10.1007/s42001-023-00245-4
J. J. Merelo, M. C. Molinari
{"title":"Intra-family links in the analysis of marital networks","authors":"J. J. Merelo, M. C. Molinari","doi":"10.1007/s42001-023-00245-4","DOIUrl":"https://doi.org/10.1007/s42001-023-00245-4","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139598647","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
Regional contagion in health behaviors: evidence from COVID-19 vaccination modeling in England with social network theorem 健康行为的区域传染：英国 COVID-19 疫苗接种模型与社会网络定理的证据
IF 3.2
Journal of Computational Social Science Pub Date : 2024-01-25 DOI: 10.1007/s42001-023-00232-9
Yiang Li, Xingzuo Zhou, Zejian Lyu
{"title":"Regional contagion in health behaviors: evidence from COVID-19 vaccination modeling in England with social network theorem","authors":"Yiang Li, Xingzuo Zhou, Zejian Lyu","doi":"10.1007/s42001-023-00232-9","DOIUrl":"https://doi.org/10.1007/s42001-023-00232-9","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139598026","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
Polysemy and the sociolinguistics of policy ideas: resilience, sustainability and wellbeing 2000–2020 多义词和政策理念的社会语言学：2000-2020 年的复原力、可持续性和福祉
IF 3.2
Journal of Computational Social Science Pub Date : 2024-01-17 DOI: 10.1007/s42001-023-00238-3
Ayan-Yue Gupta
{"title":"Polysemy and the sociolinguistics of policy ideas: resilience, sustainability and wellbeing 2000–2020","authors":"Ayan-Yue Gupta","doi":"10.1007/s42001-023-00238-3","DOIUrl":"https://doi.org/10.1007/s42001-023-00238-3","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139617453","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
Telegram channels covering Russia’s invasion of Ukraine: a comparative analysis of large multilingual corpora 报道俄罗斯入侵乌克兰的 Telegram 频道：大型多语言语料库比较分析
IF 3.2
Journal of Computational Social Science Pub Date : 2024-01-03 DOI: 10.1007/s42001-023-00240-9
Anton Oleinik
{"title":"Telegram channels covering Russia’s invasion of Ukraine: a comparative analysis of large multilingual corpora","authors":"Anton Oleinik","doi":"10.1007/s42001-023-00240-9","DOIUrl":"https://doi.org/10.1007/s42001-023-00240-9","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139388791","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
Fast meta-analytic approximations for relational event models: applications to data streams and multilevel data. 关系事件模型的快速元分析近似：数据流和多层次数据的应用。
IF 2
Journal of Computational Social Science Pub Date : 2024-01-01 Epub Date: 2024-06-08 DOI: 10.1007/s42001-024-00290-7
Fabio Vieira, Roger Leenders, Joris Mulder
{"title":"Fast meta-analytic approximations for relational event models: applications to data streams and multilevel data.","authors":"Fabio Vieira, Roger Leenders, Joris Mulder","doi":"10.1007/s42001-024-00290-7","DOIUrl":"10.1007/s42001-024-00290-7","url":null,"abstract":"<p><p>Large relational-event history data stemming from large networks are becoming increasingly available due to recent technological developments (e.g. digital communication, online databases, etc). This opens many new doors to learn about complex interaction behavior between actors in temporal social networks. The relational event model has become the gold standard for relational event history analysis. Currently, however, the main bottleneck to fit relational events models is of computational nature in the form of memory storage limitations and computational complexity. Relational event models are therefore mainly used for relatively small data sets while larger, more interesting datasets, including multilevel data structures and relational event data streams, cannot be analyzed on standard desktop computers. This paper addresses this problem by developing approximation algorithms based on meta-analysis methods that can fit relational event models significantly faster while avoiding the computational issues. In particular, meta-analytic approximations are proposed for analyzing streams of relational event data, multilevel relational event data and potentially combinations thereof. The accuracy and the statistical properties of the methods are assessed using numerical simulations. Furthermore, real-world data are used to illustrate the potential of the methodology to study social interaction behavior in an organizational network and interaction behavior among political actors. The algorithms are implemented in the publicly available R package 'remx'.</p>","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11452451/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142381790","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: 0
Impact of income inequality on health and education in Africa: the long-run role of public spending with short-run dynamics 收入不平等对非洲卫生和教育的影响：公共支出的长期作用与短期动态变化
IF 3.2
Journal of Computational Social Science Pub Date : 2023-12-16 DOI: 10.1007/s42001-023-00237-4
Tonmoy Chatterjee, Ghirmai Tesfamariam Teame, Sharmi Sen
{"title":"Impact of income inequality on health and education in Africa: the long-run role of public spending with short-run dynamics","authors":"Tonmoy Chatterjee, Ghirmai Tesfamariam Teame, Sharmi Sen","doi":"10.1007/s42001-023-00237-4","DOIUrl":"https://doi.org/10.1007/s42001-023-00237-4","url":null,"abstract":"","PeriodicalId":29946,"journal":{"name":"Journal of Computational Social Science","volume":null,"pages":null},"PeriodicalIF":3.2,"publicationDate":"2023-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138967729","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
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