{"title":"通过性格测试和kNN分类技术识别敏捷人员","authors":"Rintaspon Bhannarai, Chartchai Doungsaard","doi":"10.1109/ICSITECH.2016.7852636","DOIUrl":null,"url":null,"abstract":"Agile methodology is a famous software development methodology. The methodology stresses on adaptation and collaboration between people. Here, software project managers should agree to an idea of putting the right people in the right jobs. This research puts forward an idea of applying Big Five Personality Traits to predict how people suitable for the Agile methodology. A predicting method is driven by using kNearest Neighbour (kNN) classification technique. Results of a pilot study are presented and shown that the selected classification technique can be used for the prediction.","PeriodicalId":447090,"journal":{"name":"2016 2nd International Conference on Science in Information Technology (ICSITech)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Agile person identification through personality test and kNN classification technique\",\"authors\":\"Rintaspon Bhannarai, Chartchai Doungsaard\",\"doi\":\"10.1109/ICSITECH.2016.7852636\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Agile methodology is a famous software development methodology. The methodology stresses on adaptation and collaboration between people. Here, software project managers should agree to an idea of putting the right people in the right jobs. This research puts forward an idea of applying Big Five Personality Traits to predict how people suitable for the Agile methodology. A predicting method is driven by using kNearest Neighbour (kNN) classification technique. Results of a pilot study are presented and shown that the selected classification technique can be used for the prediction.\",\"PeriodicalId\":447090,\"journal\":{\"name\":\"2016 2nd International Conference on Science in Information Technology (ICSITech)\",\"volume\":\"83 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 2nd International Conference on Science in Information Technology (ICSITech)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSITECH.2016.7852636\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 2nd International Conference on Science in Information Technology (ICSITech)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSITECH.2016.7852636","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Agile person identification through personality test and kNN classification technique
Agile methodology is a famous software development methodology. The methodology stresses on adaptation and collaboration between people. Here, software project managers should agree to an idea of putting the right people in the right jobs. This research puts forward an idea of applying Big Five Personality Traits to predict how people suitable for the Agile methodology. A predicting method is driven by using kNearest Neighbour (kNN) classification technique. Results of a pilot study are presented and shown that the selected classification technique can be used for the prediction.