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The dynamic evolution of synergies between BIM and sustainability: A text mining and network theory approach
Journal of Building Engineering ( IF 6.4 ) Pub Date : 2021-01-05 , DOI: 10.1016/j.jobe.2021.102159
Malak Al Hattab

The increasing demand for a sustainable Architecture, Engineering and Construction (AEC) industry has driven research domains integrating Building Information Modeling (BIM) with sustainability to gain momentum over the past years. While some studies have reviewed the development in these two domains separately, they did not address the important associations between them, nor did they analyze their joint advancement over time. Therefore, this study aims to understand and quantitatively analyze the dynamic evolution of relationships between BIM and sustainability critical towards developing BIM's functionalities to satisfy the industry's growing sustainability needs. First, 523 relevant journal articles published over the last 15 years were collected. Rule-based content analysis is then conducted on these articles using text mining to retrieve and structure relevant textual data pertaining to the six defined dimensions: BIM functionalities, software, sustainability aspects, green certification systems, project phases, and stakeholders. Social network theory is then applied to map and measure the associations between the dimensions' components for analyzing the dynamic changes in their synergies over three spans. Results reveal a significant transformation in the diversity, magnitude, and expansion of associations between BIM and sustainability domains across the supply chain. Findings also highlight less explored areas that require further research and industrial attention towards achieving full use of BIM and sustainability's integrated power. This work's novelty lies in comprehensively and quantitatively analyzing these often-dismissed synergies to reveal through knowledge-based findings how BIM has progressed to address the industry's changing sustainability requirements and recommend future directions for advancing sustainable BIM practices.



中文翻译:

BIM与可持续性之间协同作用的动态演变:一种文本挖掘和网络理论方法

在过去的几年中,对可持续建筑,工程和建筑(AEC)行业的需求不断增长,推动了将建筑信息模型(BIM)与可持续性相结合的研究领域。尽管一些研究分别回顾了这两个领域的发展,但它们并未解决它们之间的重要关联,也未分析其随着时间的共同发展。因此,本研究旨在了解和定量分析BIM与可持续性之间关系的动态演变,这对于发展BIM的功能以满足行业不断增长的可持续性需求至关重要。首先,收集了过去15年中发表的523篇相关期刊文章。然后使用文本挖掘对这些文章进行基于规则的内容分析,以检索和构建与六个已定义维度有关的文本数据:BIM功能,软件,可持续性方面,绿色认证系统,项目阶段和利益相关者。然后,将社交网络理论应用于地图和度量维度组件之间的关联,以分析三个跨度中其协同作用的动态变化。结果显示,BIM与整个供应链中可持续性领域之间的关联的多样性,规模和扩展有了重大转变。调查结果还突出显示了较少探索的领域,需要进一步研究和工业关注以充分利用BIM和可持续性的综合力量。这项工作

更新日期:2021-01-08
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