{"title":"未来工业物联网的认知能力与数据分析问题综述","authors":"J. Tervonen, V. Isoherranen, Marjo Heikkilä","doi":"10.1109/COGINFOCOM.2015.7390577","DOIUrl":null,"url":null,"abstract":"In this paper, a brief review of the computational intelligence and data mining methods utilized in industrial Internet-of-Things experiments is presented. Although the exploitation of data mining and other computational intelligence technologies in Internet-of-Things applications is still in its infancy, some early real-world deployments and testbed cases are noted and investigated, taking into account both the intra-cognitive and inter-cognitive communication aspects. The current and future role and impact of the Internet-of-Things on aspects of data analysis and cognitive infocommunication are also analyzed and discussed.","PeriodicalId":377891,"journal":{"name":"2015 6th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)","volume":"7 9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":"{\"title\":\"A review of the cognitive capabilities and data analysis issues of the future industrial Internet-of-Things\",\"authors\":\"J. Tervonen, V. Isoherranen, Marjo Heikkilä\",\"doi\":\"10.1109/COGINFOCOM.2015.7390577\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a brief review of the computational intelligence and data mining methods utilized in industrial Internet-of-Things experiments is presented. Although the exploitation of data mining and other computational intelligence technologies in Internet-of-Things applications is still in its infancy, some early real-world deployments and testbed cases are noted and investigated, taking into account both the intra-cognitive and inter-cognitive communication aspects. The current and future role and impact of the Internet-of-Things on aspects of data analysis and cognitive infocommunication are also analyzed and discussed.\",\"PeriodicalId\":377891,\"journal\":{\"name\":\"2015 6th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)\",\"volume\":\"7 9 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"15\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 6th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/COGINFOCOM.2015.7390577\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 6th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COGINFOCOM.2015.7390577","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A review of the cognitive capabilities and data analysis issues of the future industrial Internet-of-Things
In this paper, a brief review of the computational intelligence and data mining methods utilized in industrial Internet-of-Things experiments is presented. Although the exploitation of data mining and other computational intelligence technologies in Internet-of-Things applications is still in its infancy, some early real-world deployments and testbed cases are noted and investigated, taking into account both the intra-cognitive and inter-cognitive communication aspects. The current and future role and impact of the Internet-of-Things on aspects of data analysis and cognitive infocommunication are also analyzed and discussed.