{"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}
引用次数: 15
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.