Big Data Research ›› 2021, Vol. 7 ›› Issue (6): 128-137.doi: 10.11959/j.issn.2096-0271.2021066
• APPLICATION • Previous Articles Next Articles
Yingbo JI1, Zihao ZHAO1, Fuyi2 YAO2
Online:
2021-11-15
Published:
2021-11-01
Supported by:
CLC Number:
Yingbo JI, Zihao ZHAO, Fuyi2 YAO. Analysis of application barriers for big data in construction field based on ISM[J]. Big Data Research, 2021, 7(6): 128-137.
"
因素 | B1 | B2 | B3 | B4 | B5 | B6 | B7 | B8 | B9 | B10 | B11 | B12 |
B1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
B2 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
B3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
B4 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
B5 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 1 | 1 | 1 |
B6 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 |
B7 | 0 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 |
B8 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
B9 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
B10 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 1 |
B11 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
B12 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 |
"
因素 | B1 | B2 | B3 | B4 | B5 | B6 | B7 | B8 | B9 | B10 | B11 | B12 |
B1 | 1 | 1* | 1 | 0 | 0 | 0 | 0 | 1* | 1 | 0 | 1 | 0 |
B2 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
B3 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
B4 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1* | 0 |
B5 | 1 | 1 | 1 | 1 | 1 | 1* | 1* | 1 | 1 | 1 | 1 | 1 |
B6 | 0 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 0 |
B7 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1* | 1 | 1* |
B8 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
B9 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 |
B10 | 1 | 1 | 1 | 1 | 1 | 1* | 1 | 1 | 1 | 1 | 1 | 1 |
B11 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
B12 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
"
障碍因素 | 可达集 | 先行集 | 交集 | 层级 |
B1 | B1、B2、B3、B8、B9、B11 | B1、B5、B7、B10、B12 | B1 | Ⅴ |
B2 | B2、B3、B11 | B1、B2、B4、B5、B6、B7、B8、B9、B10、B11、B12 | B2、B11 | Ⅱ |
B3 | B3 | B1、B2、B3、B4、B5、B6、B7、B8、B9、B10、B11、B12 | B3 | Ⅰ |
B4 | B2、B3、B4、B11 | B4、B5、B6、B7、B10、B12 | B4 | Ⅲ |
B5 | B1、B2、B3、B4、B5、B6、B7、B8、B9、B10、B11、B12 | B5、B7、B10、B12 | B5、B10、B12 | Ⅵ |
B6 | B2、B3、B4、B6、B8、B9、B11 | B5、B6、B7、B10、B12 | B6 | Ⅴ |
B7 | B1、B2、B3、B4、B5、B6、B7、B8、B9、B10、B11、B12 | B5、B7、B10、B12 | B5、B10、B12 | Ⅵ |
B8 | B2、B3、B8、B11 | B1、B5、B6、B7、B8、B9、B10、B12 | B8 | Ⅲ |
B9 | B2、B3、B8、B9、B11 | B1、B5、B6、B7、B9、B10、B12 | B9 | Ⅳ |
B10 | B1、B2、B3、B4、B5、B6、B7、B8、B9、B10、B11、B12 | B5、B7、B10、B12 | B5、B7、B10 | Ⅵ |
B11 | B2、B3、B11 | B1、B2、B4、B5、B6、B7、B8、B9、B10、B11、B12 | B2、B11 | Ⅱ |
B12 | B1、B2、B3、B4、B5、B6、B7、B8、B9、B10、B11、B12 | B5、B7、B10、B12 | B5、B7、B10、B12 | Ⅵ |
[1] | 王淑桃 . 工程建设管理中智能建造技术的创新应用[J]. 建筑经济, 2021,42(4): 49-52. |
WANG S T . Innovative application of intelligent construction technology in engineering construction management[J]. Construction Economy, 2021,42(4): 49-52. | |
[2] | 尤志嘉, 郑莲琼, 冯凌俊 . 智能建造系统基础理论与体系结构[J]. 土木工程与管理学报, 2021,38(2): 105-111,118. |
YOU Z J , ZHENG L Q , FENG L J . Basic theory and architecture of intelligent construction system[J]. Journal of Civil Engineering and Management, 2021,38(2): 105-111,118. | |
[3] | 马国丰, 宋雪 . 基于BIM的办公建筑智能化运维管理设计研究[J]. 科技管理研究, 2019,39(24): 170-178. |
MA G F , SONG X . BIM-based design of intelligent operation and maintenance management in office buildings[J]. Science and Technology Management Research, 2019,39(24): 170-178. | |
[4] | 智鹏, 史天运, 王辉麟 ,等. 京张高铁清华园隧道施工管理BIM关键技术[J]. 现代隧道技术, 2018,55(4): 53-58. |
ZHI P , SHI T Y , WANG H L ,et al. BIM techniques for construction management of the qinghuayuan tunnel on the BeijingZhangjiakou high-speed railway[J]. Modern Tunnelling Technology, 2018,55(4): 53-58. | |
[5] | 孙宗宇, 乔镖, 曹勇 . 智慧能源建筑应用技术的发展与展望[J]. 建筑科学, 2018,34(9): 143-147. |
SUN Z Y , QIAO B , CAO Y . Development and prospect of smart energy technology applied in buildings[J]. Building Science, 2018,34(9): 143-147. | |
[6] | PENG Y X , LI B X . Construction of listed company management defense indicators based on big data and embedded network technology of the Internet of things[J]. Soft Computing, 2021(prepublish): 1-11. |
[7] | 韩港, 李文锐 . 大数据背景下工程项目管理创新研究[J]. 经济问题, 2021(1): 81-86. |
HAN G , LI W R . Research on engineering project management innovation under the background of big data[J]. On Economic Problems, 2021(1): 81-86. | |
[8] | 原雯, 王君, 申鸿怡 ,等. 基于统计年鉴和网络大数据的房屋竣工面积估算[J]. 北京大学学报(自然科学版), 2021: 1-15. |
YUAN W , WANG J , SHEN H Y ,et al. Estimation of building area based on statistical yearbooks and online big data[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2021: 1-15. | |
[9] | 史北祥, 西蒙·马尔温, 杨俊宴 . 后智慧城市转型背景下高密度城区建成环境的品质提升研究[J]. 国际城市规划, 2021,36(2): 16-21. |
SHI B X , MARVIN S , YANG J Y . Study on quality improvement of built environment in high-density urban areas under the background of post smart city transformation[J]. Urban Planning International, 2021,36(2): 16-21. | |
[10] | MAO C , SHEN Q P , PAN W ,et al. Major barriers to off-site construction:the developer’s perspective in China[J]. Journal of Management in Engineering, 2015,31(3): 04014043. |
[11] | 蔡得菊 . 大数据在建筑业中的应用[J]. 科技创新导报, 2018,15(22): 125,127. |
CAI D J . Application of big data in construction industry[J]. Science and Technology Innovation Herald, 2018,15(22): 125,127. | |
[12] | 邓朗妮, 赖世锦, 廖羚 ,等. 基于文献计量可视化的中外“建筑信息模型+大数据”研究现状对比[J]. 科学技术与工程, 2021,21(5): 1899-1907. |
DENG L N , LAI S J , LIAO L ,et al. Comparison of the research status of“BIM+big data” at home and abroad based on literature metrology visualization[J]. Science Technology and Engineering, 2021,21(5): 1899-1907. | |
[13] | 杜书波, 杨丽, 赵庆双 ,等. 城轨交通非牵引能耗系统性节能研究[J]. 建筑科学, 2021,37(2): 174-184. |
DU S B , YANG L , ZHAO Q S ,et al. Study on non-traction energy saving approach in urban metro system[J]. Building Science, 2021,37(2): 174-184. | |
[14] | 中国勘察设计协会建筑分会. 中国建筑设计行业发展环境(2018—2019)Ⅲ[J]. 建筑设计管理, 2020,37(11): 23-45. |
Architectural Branch of China Survey and Design. Association development environment of China’s architectural design industry (2018-2019)Ⅲ[J]. Architectural Design Management, 2020,37(11): 23-45. | |
[15] | 王美华 . 加快推动建筑行业数字化转型升级[N]. 联合时报, 2021-04-13(3). |
WANG M H . Accelerate the digital transformation and upgrading of the construction industry[N]. United Times, 2021-04-13(3). | |
[16] | 郭志光, 张凡, 赵韦皓 ,等. 浅析建筑业如何适应快速发展的数字时代[J]. 中国建设信息化, 2021(2): 76-78. |
GUO Z G , ZHANG F , ZHAO W H ,et al. Brief analysis on how to adapt the construction industry in the rapid development of the digital age[J]. Informatization of China Construction, 2021(2): 76-78. | |
[17] | 万晓曦 . 大数据破解建筑行业痛点[J]. 中国建设信息化, 2016(14): 26-28. |
WAN X X . Big data cracking pain points in the construction industry[J]. Informatization of China Construction, 2016(14): 26-28. | |
[18] | 龙惟定 . 人工智能技术在建筑能源管理中的应用场景[J]. 建筑科学, 2021,37(2): 127-136,145. |
LONG W D . Application scenario of artificial intelligence technology in building energy management[J]. Building Science, 2021,37(2): 127-136,145. | |
[19] | 郭斌, 朱轲, 冯涛 . BIM协同应用障碍因素解释结构模型[J]. 土木工程与管理学报, 2019,36(6): 49-55. |
GUO B , ZHU K , FENG T . BIM collaborative application obstacle factor interpretation structure model[J]. Journal of Civil Engineering and Management, 2019,36(6): 49-55. | |
[20] | 周景阳, 何鹏旺 . 基于解释结构模型(ISM)的装配式建筑成本影响因素分析[J]. 工程管理学报, 2019,33(1): 39-44. |
ZHOU J Y , HE P W . Analysis the influence factors of prefabricated building cost based on interpretative structural model (ISM)[J]. Journal of Engineering Management, 2019,33(1): 39-44. | |
[21] | TAN T , CHEN K , XUE F ,et al. Barriers to building information modeling (BIM) implementation in China’s prefabricated construction:an interpretive structural modeling (ISM) approach[J]. Journal of Cleaner Production, 2019,219: 949-959. |
[1] | Haihong QIAN, Maoyi WANG, Yun XIONG. Digital transformation in higher education:a systematic review [J]. Big Data Research, 2023, 9(3): 56-70. |
[2] | Hong MEI, Xiaoyong DU, Hai JIN, Xueqi CHENG, Yunpeng CHAI, Xuanhua SHI, Xiaolong JIN, Yasha WANG, Chi LIU. Big data technologies forward-looking [J]. Big Data Research, 2023, 9(1): 1-20. |
[3] | Yang SHEN, Menglong YU. Metaverse and big data: data insight and value connection in spatio-temporal intelligence [J]. Big Data Research, 2023, 9(1): 103-110. |
[4] | Tongzheheng ZHENG, Bin LI, Minxuan FENG, Bolin CHANG, Dongbo WANG. Explore the structuration of historical books:the construction and quantitative analysis of digital humanities database of the Biographies of the Shiji [J]. Big Data Research, 2022, 8(6): 40-55. |
[5] | Jing CHEN. Humanities big data and its application in the field of digital humanities [J]. Big Data Research, 2022, 8(6): 3-14. |
[6] | Yuchu LUO, Hao WU, Yuhan GUO, Shaocong TAN, Can LIU, Ruike JIANG, Xiaoru YUAN. Visualization in digital humanities [J]. Big Data Research, 2022, 8(6): 74-93. |
[7] | Wenlong LI, Yuan YUAN, Xiaopeng AN. Modus operandi of big data governance: some preliminary observations [J]. Big Data Research, 2022, 8(4): 34-45. |
[8] | Qifeng TANG, Zhiqing SHAO, Yazhen YE. Authenticating and licensing architecture of data rights in data trade [J]. Big Data Research, 2022, 8(3): 40-53. |
[9] | Chenhuizi WANG, Wei CAI. Digital economics in metaverse: state-of-the-art, characteristics, and vision [J]. Big Data Research, 2022, 8(3): 140-150. |
[10] | Mei YANG, Wei LI, Siyuan QIAO, Wei LIU. Research on calculation method of China’s big data industry output value [J]. Big Data Research, 2022, 8(3): 151-160. |
[11] | Deren LI, Guo ZHANG, Yonghua JIANG, Xin SHEN, Weiling LIU. Opportunities and challenges of geo-spatial information science from the perspective of big data [J]. Big Data Research, 2022, 8(2): 3-14. |
[12] | Xiaolan QIU, Yuxin HU, Songtao SHANGGUAN, Kun FU. Remote sensing satellite big data high-recision integration processing technology [J]. Big Data Research, 2022, 8(2): 15-27. |
[13] | Weiquan LIU, Cheng WANG, Yu ZANG, Qian HU, Shangshu YU, Baiqi LAI. A survey on information extraction technology based on remote sensing big data [J]. Big Data Research, 2022, 8(2): 28-57. |
[14] | Jianqiang LIU, Xiaomin YE, Youguo LAN. Remote sensing big data from Chinese ocean satellites and its application service [J]. Big Data Research, 2022, 8(2): 75-88. |
[15] | Hequn YANG, Xiaofeng WANG, Yanqing GAO, Yiwen LU, Bingxin MA, Xinyao WANG. Analysis of satellite big data requirements in numerical weather prediction [J]. Big Data Research, 2022, 8(2): 89-102. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
|