{"title":"开发材料管理®支持系统","authors":"M. Yoshitake, Fumitaka Sato, Hiroyuki Kawano","doi":"10.1384/jsa.27.22","DOIUrl":null,"url":null,"abstract":"Materials Curation ® is a method to search materials by combining scientific principles in multi-disciplinary way proposed by one of the authors. This method utilizes relations among various material properties to overcome a problem that experimental or calculation data on materials in an issue are not enough at all for big-data type analysis in machine learning. For the interdisciplinary use of scientific principles, the authors have developed a prototype of materials curation support system. Examples of relations among material properties, the concept of database of relations and searching relations, and the construction of the system including the database and searching program are described.","PeriodicalId":90628,"journal":{"name":"Journal of surface analysis (Online)","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Developing a Materials Curation® Support System\",\"authors\":\"M. Yoshitake, Fumitaka Sato, Hiroyuki Kawano\",\"doi\":\"10.1384/jsa.27.22\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Materials Curation ® is a method to search materials by combining scientific principles in multi-disciplinary way proposed by one of the authors. This method utilizes relations among various material properties to overcome a problem that experimental or calculation data on materials in an issue are not enough at all for big-data type analysis in machine learning. For the interdisciplinary use of scientific principles, the authors have developed a prototype of materials curation support system. Examples of relations among material properties, the concept of database of relations and searching relations, and the construction of the system including the database and searching program are described.\",\"PeriodicalId\":90628,\"journal\":{\"name\":\"Journal of surface analysis (Online)\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of surface analysis (Online)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1384/jsa.27.22\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of surface analysis (Online)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1384/jsa.27.22","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Materials Curation ® is a method to search materials by combining scientific principles in multi-disciplinary way proposed by one of the authors. This method utilizes relations among various material properties to overcome a problem that experimental or calculation data on materials in an issue are not enough at all for big-data type analysis in machine learning. For the interdisciplinary use of scientific principles, the authors have developed a prototype of materials curation support system. Examples of relations among material properties, the concept of database of relations and searching relations, and the construction of the system including the database and searching program are described.