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

  • Conor Shaw
  • , Flávia de Andrade Pereira
  • , Martijn de Riet
  • , Cathal Hoare
  • , Karim Farghaly
  • , James O'Donnell
  • University College Dublin
  • University College London
  • Bimforce

Research output: Contribution to journalArticlepeer-review

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.

Original languageEnglish
Article number106282
JournalAutomation in Construction
Volume176
DOIs
Publication statusPublished - Aug 2025
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 8 - Decent Work and Economic Growth
    SDG 8 Decent Work and Economic Growth
  2. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure
  3. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production
  4. SDG 13 - Climate Action
    SDG 13 Climate Action

Keywords

  • Asset management
  • Environmental policy
  • Information management
  • Knowledge graph
  • Life cycle assessment
  • Ontology engineering
  • Requirements engineering

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