| 摘要 | 第1-4页 |
| abstract | 第4-9页 |
| CHAPTER 1: INTRODUCTION | 第9-20页 |
| ·Introduction to Project | 第9-14页 |
| ·Project Background | 第9页 |
| ·Statement of Purpose | 第9-11页 |
| ·Project Objective and Target Audience | 第11-12页 |
| ·Project Scope | 第12页 |
| ·Project Delivery | 第12-13页 |
| ·Research Logic | 第13-14页 |
| ·Relevant Study and Contents | 第14-20页 |
| ·Introduction to Construction Engineering and Management Body | 第14-15页 |
| ·Constituting the Construction Engineering and Management Body | 第15页 |
| ·Validation of Construction Engineering and Management Body | 第15-16页 |
| ·Categorization of Construction Engineering and Management Body | 第16-20页 |
| CHAPTER 2: LITERATURE REVIEW | 第20-27页 |
| ·Acceptance of CEMB Categorization | 第20页 |
| ·Delphi Method | 第20页 |
| ·Data Collection Techniques and Data Preprocessing | 第20-22页 |
| ·Data Collection Techniques | 第20-21页 |
| ·Data Preprocessing and Techniques | 第21页 |
| ·Data Validation | 第21-22页 |
| ·Topic Model | 第22-25页 |
| ·Introduction to Latent Dirichlet Allocation (LDA) | 第23-24页 |
| ·Sampling Techniques | 第24-25页 |
| ·Discussion of Using Topic Model (Gibbs LDA) | 第25-27页 |
| CHAPTER 3: METHODOLOGY | 第27-38页 |
| ·Data Collection | 第28页 |
| ·Data Validation | 第28页 |
| ·Data Preprocessing | 第28-29页 |
| ·Gibbs LDA | 第29-31页 |
| ·Construction Engineering and Management Body (CEMB) | 第31-32页 |
| ·Result Corresponding | 第32-35页 |
| ·Validation for Accuracy of Result | 第35-37页 |
| ·Statistical Approach | 第37-38页 |
| CHAPTER 4: GENERAL RESULT | 第38-47页 |
| ·Review of Current CEM Trends | 第38-47页 |
| ·Number of Research Papers | 第39-41页 |
| ·Total Numbers of Topics | 第41-42页 |
| ·Overview and Preliminary Forecast of the Trend of CEM | 第42-47页 |
| CHAPTER 5: CROSS TOPIC RELATIONSHIP (CTR) | 第47-77页 |
| ·Explanation | 第47页 |
| ·Implementation | 第47-50页 |
| ·Outcome | 第50-67页 |
| ·Highest and Lowest Relationship between Topic and Topic | 第51-52页 |
| ·Interpretation of 14 Sub-Topic to Main Topic | 第52-67页 |
| ·Conclusion | 第67页 |
| ·CTR for Standard, Safety & Risk | 第67-77页 |
| ·Contracting and Law in Standard, Safety and Risk | 第70页 |
| ·Construction and Infrastructures in Standard, Safety and Risk | 第70页 |
| ·Project Costs, Scheduling and Planning in Standard, Safety and Risk | 第70-71页 |
| ·Technologies (Software Aspect) in Standard, Safety and Risk | 第71页 |
| ·Organization & Management Issue in Standard, Safety and Risk | 第71-73页 |
| ·Research Methods in Standard, Safety and Risk | 第73页 |
| ·Labor & Personnel Issue in Standard, Safety and Risk | 第73-74页 |
| ·Project Finance in Standard, Safety and Risk | 第74页 |
| ·Standard, Safety and Risk in Standard, Safety and Risk | 第74页 |
| ·Property and Development in Standard, Safety and Risk | 第74-75页 |
| ·Sustainability in Standard, Safety and Risk | 第75页 |
| ·Structural Material in Standard, Safety and Risk | 第75页 |
| ·Building Structure & Architecture Design in Standard, Safety and Risk | 第75页 |
| ·Construction Equipment in Standard, Safety and Risk | 第75-77页 |
| CHAPTER 6: SUMMATION AND CONCLUSION | 第77-82页 |
| ·Review the Main Task | 第78-79页 |
| ·Innovation | 第79-80页 |
| ·Limitation and Recommend Follow-Up Research Work | 第80-81页 |
| ·CONCLUSION | 第81-82页 |
| REFERENCES | 第82-85页 |
| ACKNOWLEDGEMENTS | 第85-87页 |
| APPENDIX A: INFERENCE OF LDA | 第87-91页 |
| APPENDIX B: INFERENCE OF GIBBS SAMPLING | 第91-94页 |
| APPENDIX C: CONSTRUCTION ENGINEERING AND MANAGEMENTBODY (CEMB) | 第94-105页 |
| APPENDIX D: STATISTIC OF SELECTED JOURNAL PAPERS | 第105-108页 |
| APPENDIX E: VALIDATION FOR ACCURACY OF RESULT | 第108-112页 |
| 个人简历、在学期间发表的学术论文与研究成果 | 第112页 |
