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Social Network Analysis and Mining最新文献

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An exploratory study of net zero discourse based on South Korean newspapers: a topic modeling and sentiment analysis approach 基于韩国报纸的净零话语的探索性研究:主题建模和情感分析方法
Social Network Analysis and Mining Pub Date : 2023-10-27 DOI: 10.1007/s13278-023-01150-4
Bitnari Yun, JongYeon Lim, Minyoung Yun
{"title":"An exploratory study of net zero discourse based on South Korean newspapers: a topic modeling and sentiment analysis approach","authors":"Bitnari Yun, JongYeon Lim, Minyoung Yun","doi":"10.1007/s13278-023-01150-4","DOIUrl":"https://doi.org/10.1007/s13278-023-01150-4","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136261826","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
Explaining population variation after the 2016 Central Italy earthquake using Call Data Records and Twitter 利用通话数据记录和推特解释2016年意大利中部地震后的人口变化
Social Network Analysis and Mining Pub Date : 2023-10-25 DOI: 10.1007/s13278-023-01139-z
Natalia Selini Hadjidimitriou, Marco Lippi, Marco Mamei
{"title":"Explaining population variation after the 2016 Central Italy earthquake using Call Data Records and Twitter","authors":"Natalia Selini Hadjidimitriou, Marco Lippi, Marco Mamei","doi":"10.1007/s13278-023-01139-z","DOIUrl":"https://doi.org/10.1007/s13278-023-01139-z","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135113449","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
Identifying discernible indications of psychological well-being using ML: explainable AI in reddit social media interactions 在reddit社交媒体互动中使用ML识别可识别的心理健康迹象:可解释的AI
Social Network Analysis and Mining Pub Date : 2023-10-25 DOI: 10.1007/s13278-023-01145-1
Pahalage Dona Thushari, Nitisha Aggarwal, Vajratiya Vajrobol, Geetika Jain Saxena, Sanjeev Singh, Amit Pundir
{"title":"Identifying discernible indications of psychological well-being using ML: explainable AI in reddit social media interactions","authors":"Pahalage Dona Thushari, Nitisha Aggarwal, Vajratiya Vajrobol, Geetika Jain Saxena, Sanjeev Singh, Amit Pundir","doi":"10.1007/s13278-023-01145-1","DOIUrl":"https://doi.org/10.1007/s13278-023-01145-1","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"15 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135218241","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
Investigating the cyberbullying risk in digital media: protecting victims in school teenagers 调查数字媒体中的网络欺凌风险:保护在校青少年受害者
Social Network Analysis and Mining Pub Date : 2023-10-24 DOI: 10.1007/s13278-023-01152-2
Ibrahim Obaidat, Aseel Al-zou’bi, Ala Mughaid, Laith Abualigah
{"title":"Investigating the cyberbullying risk in digital media: protecting victims in school teenagers","authors":"Ibrahim Obaidat, Aseel Al-zou’bi, Ala Mughaid, Laith Abualigah","doi":"10.1007/s13278-023-01152-2","DOIUrl":"https://doi.org/10.1007/s13278-023-01152-2","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"65 16","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135266640","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
Contribution to the Moroccan Darija sentiment analysis in social networks 对社交网络中摩洛哥Darija情绪分析的贡献
Social Network Analysis and Mining Pub Date : 2023-10-20 DOI: 10.1007/s13278-023-01129-1
Sara El Ouahabi, Safâa El Ouahabi, El Wardani Dadi
{"title":"Contribution to the Moroccan Darija sentiment analysis in social networks","authors":"Sara El Ouahabi, Safâa El Ouahabi, El Wardani Dadi","doi":"10.1007/s13278-023-01129-1","DOIUrl":"https://doi.org/10.1007/s13278-023-01129-1","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"5 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135567053","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
The rise of user profiling in social media: review, challenges and future direction 社交媒体中用户特征分析的兴起:回顾、挑战和未来方向
Social Network Analysis and Mining Pub Date : 2023-10-19 DOI: 10.1007/s13278-023-01146-0
Justin Gilbert, Suraya Hamid, Ibrahim Abaker Targio Hashem, Norjihan Abdul Ghani, Fatokun Faith Boluwatife
{"title":"The rise of user profiling in social media: review, challenges and future direction","authors":"Justin Gilbert, Suraya Hamid, Ibrahim Abaker Targio Hashem, Norjihan Abdul Ghani, Fatokun Faith Boluwatife","doi":"10.1007/s13278-023-01146-0","DOIUrl":"https://doi.org/10.1007/s13278-023-01146-0","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135731749","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
HatEmoTweet: low-level emotion classifications and spatiotemporal trends of hate and offensive COVID-19 tweets 仇恨推文(HatEmoTweet):仇恨和攻击性推文的低级情感分类和时空趋势
Social Network Analysis and Mining Pub Date : 2023-10-18 DOI: 10.1007/s13278-023-01132-6
Ademola Adesokan, Sanjay Madria, Long Nguyen
{"title":"HatEmoTweet: low-level emotion classifications and spatiotemporal trends of hate and offensive COVID-19 tweets","authors":"Ademola Adesokan, Sanjay Madria, Long Nguyen","doi":"10.1007/s13278-023-01132-6","DOIUrl":"https://doi.org/10.1007/s13278-023-01132-6","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135884769","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
An investigation in detection and mitigation of smishing using machine learning techniques 使用机器学习技术检测和减轻欺骗的调查
Social Network Analysis and Mining Pub Date : 2023-10-17 DOI: 10.1007/s13278-023-01142-4
Mohd Shoaib, Mohammad Sarosh Umar
{"title":"An investigation in detection and mitigation of smishing using machine learning techniques","authors":"Mohd Shoaib, Mohammad Sarosh Umar","doi":"10.1007/s13278-023-01142-4","DOIUrl":"https://doi.org/10.1007/s13278-023-01142-4","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135992770","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
The effect of the Katz parameter on node ranking, with a medical application Katz参数对节点排序的影响，并以医学应用为例
Social Network Analysis and Mining Pub Date : 2023-10-16 DOI: 10.1007/s13278-023-01135-3
Hunter Rehm, Mona Matar, Puck Rombach, Lauren McIntyre
{"title":"The effect of the Katz parameter on node ranking, with a medical application","authors":"Hunter Rehm, Mona Matar, Puck Rombach, Lauren McIntyre","doi":"10.1007/s13278-023-01135-3","DOIUrl":"https://doi.org/10.1007/s13278-023-01135-3","url":null,"abstract":"Abstract The Medical Extensible Dynamic Probabilistic Risk Assessment Tool (MEDPRAT), developed by NASA, is an event-based risk modeling tool that assesses human health and medical risk during space exploration missions. The Susceptibility Inference Network (SIN), a sub-element of MEDPRAT, is a prototype model informed with data that represents the probabilities of medical conditions progressing from one to another and the expected quality time lost associated with the disease progression for each condition. The work presented in this paper aims to determine which conditions in the SIN have the greatest effect on MEDPRAT-predicted medical risk. Here, we propose to measure this expected quality time lost using a weighted version of Katz centrality and investigate the effect of the $$alpha$$ <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"> <mml:mi>α</mml:mi> </mml:math> -parameter on the lengths of walks that significantly affect the ranking of nodes. To do this, we introduce a tool to compare different centrality measures in their node rankings. This general tool is of independent interest, as it considers that a relative ranking of two nodes by a centrality measure is unreliable if their scores are within a margin of error. In particular, we find an upper bound on the lengths of the walks that determine the node ranking up to this margin of error. If an application imposes a realistic bound on possible walk lengths, this set of tools may help determine a suitable value for $$alpha$$ <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"> <mml:mi>α</mml:mi> </mml:math> .","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136114572","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
On the usage of epidemiological models for information diffusion over twitter 关于twitter上信息传播的流行病学模型的使用
Social Network Analysis and Mining Pub Date : 2023-10-16 DOI: 10.1007/s13278-023-01130-8
Nirmal Kumar Sivaraman, Shivansh Baijal, Sakthi Balan Muthiah
{"title":"On the usage of epidemiological models for information diffusion over twitter","authors":"Nirmal Kumar Sivaraman, Shivansh Baijal, Sakthi Balan Muthiah","doi":"10.1007/s13278-023-01130-8","DOIUrl":"https://doi.org/10.1007/s13278-023-01130-8","url":null,"abstract":"","PeriodicalId":21842,"journal":{"name":"Social Network Analysis and Mining","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136114434","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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