Knowledge graph for policy- and practice-aligned life cycle analysis and reporting

IF 9.6 1区 工程技术 Q1 CONSTRUCTION & BUILDING TECHNOLOGY
Conor Shaw , Flávia de Andrade Pereira , Martijn de Riet , Cathal Hoare , Karim Farghaly , James O’Donnell
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Abstract

The built environment is a key leverage point for policy intervention to combat climate change and the statutory reporting of financial and non-financial indicators over the asset lifecycle is increasingly required. This poses significant information management challenges in a sector characterised by complexity. Contributions to-date which address Life Cycle Asset Information Management (LCAIM) remain siloed and difficult to generalise, resulting in limited in-practice uptake, but domain literature identifies graph databases and ontologies as suitable strategies for addressing this information-intensive challenge. This paper provides a LCAIM ontology, co-developed with stakeholders, and verified technically through implementation in a case study by responding to end-user-defined storage, retrieval, and enrichment functions using a knowledge graph. The prototype is then validated qualitatively with experts who perceive it as addressing collective governance-practice requirements. Overall, the study suggests that addressing technical LCAIM challenges may be feasible using available technologies and recommends prioritising research towards socio-economic issues.
与政策和实践相一致的生命周期分析和报告的知识图谱
建筑环境是应对气候变化的政策干预的关键杠杆点,越来越需要对资产生命周期的财务和非财务指标进行法定报告。这在一个以复杂性为特征的部门提出了重大的信息管理挑战。迄今为止,关于生命周期资产信息管理(LCAIM)的贡献仍然是孤立的,难以概括,导致实践中的吸收有限,但领域文献认为图形数据库和本体是解决这一信息密集型挑战的合适策略。本文提供了一个LCAIM本体,与利益相关者共同开发,并通过案例研究中的实现进行技术验证,通过使用知识图响应最终用户定义的存储、检索和丰富功能。然后由专家对原型进行定性验证,专家将其视为解决集体治理实践需求。总体而言,该研究表明,利用现有技术解决技术上的LCAIM挑战可能是可行的,并建议优先研究社会经济问题。
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来源期刊
Automation in Construction
Automation in Construction 工程技术-工程:土木
CiteScore
19.20
自引率
16.50%
发文量
563
审稿时长
8.5 months
期刊介绍: Automation in Construction is an international journal that focuses on publishing original research papers related to the use of Information Technologies in various aspects of the construction industry. The journal covers topics such as design, engineering, construction technologies, and the maintenance and management of constructed facilities. The scope of Automation in Construction is extensive and covers all stages of the construction life cycle. This includes initial planning and design, construction of the facility, operation and maintenance, as well as the eventual dismantling and recycling of buildings and engineering structures.
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