{"title":"Multitype2pajek:典型关系数据预处理的改进工具","authors":"Yang Deng, Hongyan Wan, Huan Jin, Xinyi Lan","doi":"10.1109/ISSSR56778.2022.00018","DOIUrl":null,"url":null,"abstract":"Before applying social network analysis tools, data needs to be pre-processed. However, current mainstream data pre-processing tools suffer from file type restrictions, messy formatting, functional flaws and system incompatibility. To alleviate these problems, this paper improves on existing tools by providing a pre-processing tool called Multitype2pajek, with new file formats, multi-layer network layout features, etc. The tool has been validated in case studies. The results show that the tool is effective in alleviating the above problems and has a certain degree of generalizability.","PeriodicalId":396707,"journal":{"name":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","volume":" 26","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multitype2pajek: An Improved Tool for Typical Relational Data Pre-Processing\",\"authors\":\"Yang Deng, Hongyan Wan, Huan Jin, Xinyi Lan\",\"doi\":\"10.1109/ISSSR56778.2022.00018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Before applying social network analysis tools, data needs to be pre-processed. However, current mainstream data pre-processing tools suffer from file type restrictions, messy formatting, functional flaws and system incompatibility. To alleviate these problems, this paper improves on existing tools by providing a pre-processing tool called Multitype2pajek, with new file formats, multi-layer network layout features, etc. The tool has been validated in case studies. The results show that the tool is effective in alleviating the above problems and has a certain degree of generalizability.\",\"PeriodicalId\":396707,\"journal\":{\"name\":\"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)\",\"volume\":\" 26\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISSSR56778.2022.00018\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 8th International Symposium on System Security, Safety, and Reliability (ISSSR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISSSR56778.2022.00018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Multitype2pajek: An Improved Tool for Typical Relational Data Pre-Processing
Before applying social network analysis tools, data needs to be pre-processed. However, current mainstream data pre-processing tools suffer from file type restrictions, messy formatting, functional flaws and system incompatibility. To alleviate these problems, this paper improves on existing tools by providing a pre-processing tool called Multitype2pajek, with new file formats, multi-layer network layout features, etc. The tool has been validated in case studies. The results show that the tool is effective in alleviating the above problems and has a certain degree of generalizability.