Application of Big Data Analytics for Project Planning in Co

发布时间：2023-11-04 13:59

　　

【文章页数】：71 页

【学位级别】：硕士

【文章目录】：
Acknowledgement
Abstract
Chapter 1 Introduction
    1.1 Background
    1.2 Statement of the Problem
    1.3 Purpose of the study
    1.4 Research Question
    1.5 Research Objectives
    1.6 Significance of the study
    1.7 Methodology
    1.8 Thesis Structure
Chapter 2 Literature Review
    2.1 Big Data and Big Data Analytics
        2.1.1 History and Evolution of Big Data
        2.1.2 Big Data Analytics
        2.1.3 Big Data Analytics in Process
        2.1.4 Why Big Data Analytics?
    2.2 Big Data and Project Performance
        2.2.1 Big Data for building performance and designing
        2.2.2 Leveraging Big Data and transformation of project performance
    2.3 Big Data in Construction Industry
        2.3.1 Current approaches in construction industries
        2.3.2 Why Should Construction Industry Apply Big Data?
        2.3.3 Factors Inhibiting the Application of Big Data Analytics in ConstructionCompanies
    2.4 Way Forward
Chapter 3 Research Methodology
    3.1 Research Design
    3.2 Tools of Data Collection
    3.3 Tools and Techniques for data analysis
Chapter 4 Data Analysis
    4.1 Descriptive Analysis Results
        4.1.1 Respondents Position Title
        4.1.2 Analysis approaches in construction industries
        4.1.3 Types of Big Data
        4.1.4 Tools and Techniques of Analysis
        4.1.5 Ultimate Control of BD
        4.1.6 Volume of Inflow of Data
        4.1.7 Analytical Processes
    4.2 Path Model Analysis Results
        4.2.1 Path Model between Building Processes. General Insights and AdvanceAnalytical Edge
        4.2.2 Path Model between Driving Factors Vs Inhibiting Factors
        4.2.3 Path Model between Future of BDA and the Inhibiting Factors
        4.2.4 Path Model of Future of BDA with Insights of Big Data Analytics inProject Planning
    4.3 Major Findings
        4.3.1 About the status of big data analytics
        4.3.2 Is big data efficient enough to be applied in construction industry?
Chapter 5 Conclusion and Recommendations
    5.1 Conclusion
    5.2 Recommendations
    5.3 Limitations
Bibliography
Appendix Questionnaire
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