{"title":"Discussion on the General Monitoring Information Platform of Green Intelligent Building based on Data Set Mining Algorithm","authors":"Qiang Zhou","doi":"10.1109/ICECAA55415.2022.9936161","DOIUrl":null,"url":null,"abstract":"When processing and mining health IoT data based on the Hadoop platform, this paper firstly studies the Hadoop source code, designs and implements a distributed data cleaning algorithm to filter redundant data; Theoretical mining of the simplest rules or all rules of general decision tables is an NP-Hard problem, and the application frequency of different green building technology points in green building projects with different star ratings and different building types is studied. The application analysis of green building technology based on the data platform can assist in the optimal design of green buildings for the reference of green building participants and policy makers. Actively build an ideal combination of \"AIoT + smart buildings\", so as to master the methods of applying artificial intelligence and Internet of Things theories and technologies to solve practical problems.","PeriodicalId":273850,"journal":{"name":"2022 International Conference on Edge Computing and Applications (ICECAA)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Edge Computing and Applications (ICECAA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICECAA55415.2022.9936161","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
When processing and mining health IoT data based on the Hadoop platform, this paper firstly studies the Hadoop source code, designs and implements a distributed data cleaning algorithm to filter redundant data; Theoretical mining of the simplest rules or all rules of general decision tables is an NP-Hard problem, and the application frequency of different green building technology points in green building projects with different star ratings and different building types is studied. The application analysis of green building technology based on the data platform can assist in the optimal design of green buildings for the reference of green building participants and policy makers. Actively build an ideal combination of "AIoT + smart buildings", so as to master the methods of applying artificial intelligence and Internet of Things theories and technologies to solve practical problems.