O. AbdulLateef, Shalini Sanmargaraja, O. Oni, P. Anavhe, C. Mewomo
{"title":"新冠肺炎疫情期间建筑技术应用的关联规则挖掘模型","authors":"O. AbdulLateef, Shalini Sanmargaraja, O. Oni, P. Anavhe, C. Mewomo","doi":"10.1080/15623599.2023.2212420","DOIUrl":null,"url":null,"abstract":"COVID -19 impedes construction productivity, increases costs and delays the project schedule, disrupts health and safety regulations, and reduces profit margins. To flatten the COVID -19 curve and continue operations amid the pandemic, construction companies are digitising construction activities, processes and procedures using technology. This article reports on a study examining the use of construction technologies by Nigerian surveyors through a questionnaire. The questionnaires were sent to more than 300 surveying firms based on snowballing technique. Association rule mining (ARM) was used to model the correlations between the different construction technologies. A total of 91 association rules were identified using 6 measurement matrices. The first 30 rules are presented in this study. This study contributes to the body of knowledge on the sustainability and post-pandemic redesign of surveying practise in terms of repositioning service delivery. The findings are of interest to solution and technology providers to meet market demand. From an ontological perspective, the key findings of this study can be applied to surveying practise in and outside Nigeria and to other professionals in the construction sector. The implication is that construction technologies in the Nigerian construction sector are still in their infancy.","PeriodicalId":47375,"journal":{"name":"International Journal of Construction Management","volume":" ","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2023-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An association rule mining model for the application of construction technologies during COVID-19\",\"authors\":\"O. AbdulLateef, Shalini Sanmargaraja, O. Oni, P. Anavhe, C. Mewomo\",\"doi\":\"10.1080/15623599.2023.2212420\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"COVID -19 impedes construction productivity, increases costs and delays the project schedule, disrupts health and safety regulations, and reduces profit margins. To flatten the COVID -19 curve and continue operations amid the pandemic, construction companies are digitising construction activities, processes and procedures using technology. This article reports on a study examining the use of construction technologies by Nigerian surveyors through a questionnaire. The questionnaires were sent to more than 300 surveying firms based on snowballing technique. Association rule mining (ARM) was used to model the correlations between the different construction technologies. A total of 91 association rules were identified using 6 measurement matrices. The first 30 rules are presented in this study. This study contributes to the body of knowledge on the sustainability and post-pandemic redesign of surveying practise in terms of repositioning service delivery. The findings are of interest to solution and technology providers to meet market demand. From an ontological perspective, the key findings of this study can be applied to surveying practise in and outside Nigeria and to other professionals in the construction sector. The implication is that construction technologies in the Nigerian construction sector are still in their infancy.\",\"PeriodicalId\":47375,\"journal\":{\"name\":\"International Journal of Construction Management\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2023-05-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Construction Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/15623599.2023.2212420\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CONSTRUCTION & BUILDING TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Construction Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/15623599.2023.2212420","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
An association rule mining model for the application of construction technologies during COVID-19
COVID -19 impedes construction productivity, increases costs and delays the project schedule, disrupts health and safety regulations, and reduces profit margins. To flatten the COVID -19 curve and continue operations amid the pandemic, construction companies are digitising construction activities, processes and procedures using technology. This article reports on a study examining the use of construction technologies by Nigerian surveyors through a questionnaire. The questionnaires were sent to more than 300 surveying firms based on snowballing technique. Association rule mining (ARM) was used to model the correlations between the different construction technologies. A total of 91 association rules were identified using 6 measurement matrices. The first 30 rules are presented in this study. This study contributes to the body of knowledge on the sustainability and post-pandemic redesign of surveying practise in terms of repositioning service delivery. The findings are of interest to solution and technology providers to meet market demand. From an ontological perspective, the key findings of this study can be applied to surveying practise in and outside Nigeria and to other professionals in the construction sector. The implication is that construction technologies in the Nigerian construction sector are still in their infancy.
期刊介绍:
The International Journal of Construction Management publishes quality papers aiming to advance the knowledge of construction management. The Journal is devoted to the publication of original research including, but not limited to the following: Sustainable Construction (Green building; Carbon emission; Waste management; Energy saving) Construction life cycle management Construction informatics (Building information modelling; Information communication technology; Virtual design and construction) Smart construction (Robotics; Artificial intelligence; 3D printing) Big data for construction Legal issues in construction Public policies for construction Building and Infrastructures Health, safety and well-being in construction Risk management in construction Disaster management and resilience Construction procurement Construction management education