HOUSING PASSPORT

KNOWLEDGE GRAPH

                           

This research introduces the Housing Passport knowledge graph (HPKG) as a novel digital standardization framework with a robust semantic data infrastructure to promote a circular economy in the home-building industry. Unstandardized and dispersed housing data impedes a comprehensive assessment of housing stock characteristics and life cycle impacts, hindering the implementation of circular economy principles. The HPKG addresses this challenge by providing (1) a standardized framework for integrated analysis of residential buildings’ affordability and circularity across various spatiotemporal scales and socioeconomic contexts, and (2) a scalable semantic infrastructure using web ontologies that enhances the sharability, searchability, readability, and interoperability of housing-related data. A case study involving five Canadian cities demonstrates the HPKG's effectiveness in semantically linking and standardizing approximately 62 million data points representing over 1.2 million residential buildings. The results show how the HPKG enables a multi-scale integrated assessment of Canadian housing stock, focusing on affordability, energy efficiency, and environmental footprints. As a key conclusion, the HPKG supports informed decisions regarding housing stock by enabling the exploration of circular economy scenarios that prioritize the reuse and recycling of residential building materials. The HPKG empowers stakeholders to develop residential typologies that promote affordability, circularity, and sustainability across diverse socioeconomic contexts.


This research is funded by Canada Mortgage and Housing Corporation (CMHC) as part of the Housing Supply Challenge Data Driven Round.


Team


Naomi Keena, Principal Investigator

Avi Friedman
Mojtaba Parsaee, (Indiana State University, USA)
Madeline Mussio
Ava Klein
Martha Pomasonco-Alvis
Paulo Paulo (PSemantica/ RPI, USA) 


Publications


Keena, N., Friedman, A., Parsaee, M., Mussio, M., Klein, A., Pomasonco-Alvis, M., & Pinheiro, P. (2025). Housing Passport knowledge graph: Promoting a circular economy in urban residential buildings. Sustainable Cities and Society, 119, 106050. https://doi.org/10.1016/j.scs.2024.106050

Keena, N., Friedman, A., Parsaee, M. & Rondinel-Oviedo, D. (2024). Housing Passports. A semantic knowledge graph for Canadian residential buildings to support a circular economy in ACADIA 2024: Designing Change by University of Calgary School of Architecture Planning & Landscape.

Keena, N., & Friedman, A. (2024). Sustainable Housing in a Circular Economy (1st ed.). Routledge.

Keena, N., Friedman, A., Parsaee, M., & Klein, A. (2023). Data Visualization for a Circular Economy: Designing a Web Application for Sustainable Housing. Technology | Architecture + Design. 7(2), 262-281.



Talks


Keena,N., Friedman,A., Parsaee, M., Rondinel-Oviedo, D., Satbhai, C., Pomasonco-Alvis, M. (2025, January 10). Circular Housing: Transforming the Housing Life Cycle through Digitalization [Presented by: Keena, N]. 2025 ACSA/AIA Intersections Research Conference: New Housing Paradigms by University of Texas, Austin, TX, USA

Keena,N., Friedman,A., Parsaee, M., Rondinel-Oviedo, D. (2024, November 16). Housing Passports. A semantic knowledge graph for Canadian residential buildings to support a circular economy [Presented by: Parsaee, M.]. ACADIA 2024 - Designing Change by University of Calgary School of Architecture Planning & Landscape, Calgary, Canada


HOUSING

PASSPORT

KNOWLEDGE

GRAPH


This research introduces the Housing Passport knowledge graph (HPKG) as a novel digital standardization framework with a robust semantic data infrastructure to promote a circular economy in the home-building industry.

Unstandardized and dispersed housing data impedes a comprehensive assessment of housing stock characteristics and life cycle impacts, hindering the implementation of circular economy principles. The HPKG addresses this challenge by providing (1) a standardized framework for integrated analysis of residential buildings’ affordability and circularity across various spatiotemporal scales and socioeconomic contexts, and (2) a scalable semantic infrastructure using web ontologies that enhances the sharability, searchability, readability, and interoperability of housing-related data. A case study involving five Canadian cities demonstrates the HPKG's effectiveness in semantically linking and standardizing approximately 62 million data points representing over 1.2 million residential buildings. The results show how the HPKG enables a multi-scale integrated assessment of Canadian housing stock, focusing on affordability, energy efficiency, and environmental footprints. As a key conclusion, the HPKG supports informed decisions regarding housing stock by enabling the exploration of circular economy scenarios that prioritize the reuse and recycling of residential building materials. The HPKG empowers stakeholders to develop residential typologies that promote affordability, circularity, and sustainability across diverse socioeconomic contexts.

This research is funded by Canada Mortgage and Housing Corporation (CMHC) as part of the Housing Supply Challenge Data Driven Round

Team


Naomi Keena (School of Architecture, McGill University, Director TRACE Lab)
Avi Friedman (School of Architecture, McGill University)
Mojtaba Parsaee, (Indiana State University, USA)
Madeline Mussio
Ava Klein
Martha Pomasonco-Alvis
Paulo Paulo (PSemantica/ RPI, USA)


Publications:
 


Keena, N., Friedman, A., Parsaee, M., Mussio, M., Klein, A., Pomasonco-Alvis, M., & Pinheiro, P. (2025). Housing Passport knowledge graph: Promoting a circular economy in urban residential buildings. Sustainable Cities and Society, 119, 106050. https://doi.org/10.1016/j.scs.2024.106050

Keena, N., Friedman, A., Parsaee, M. & Rondinel-Oviedo, D. (2024). Housing Passports. A semantic knowledge graph for Canadian residential buildings to support a circular economy in ACADIA 2024: Designing Change by University of Calgary School of Architecture Planning & Landscape.

Keena, N., & Friedman, A. (2024). Sustainable Housing in a Circular Economy (1st ed.). Routledge.

Keena, N., Friedman, A., Parsaee, M., & Klein, A. (2023). Data Visualization for a Circular Economy: Designing a Web Application for Sustainable Housing. Technology | Architecture + Design. 7(2), 262-281.


Talks:


Keena,N., Friedman,A., Parsaee, M., Rondinel-Oviedo, D., Satbhai, C., Pomasonco-Alvis, M. (2025, January 10). Circular Housing: Transforming the Housing Life Cycle through Digitalization [Presented by: Keena, N]. 2025 ACSA/AIA Intersections Research Conference: New Housing Paradigms by University of Texas, Austin, TX, USA

Keena,N., Friedman,A., Parsaee, M., Rondinel-Oviedo, D. (2024, November 16). Housing Passports. A semantic knowledge graph for Canadian residential buildings to support a circular economy [Presented by: Parsaee, M.]. ACADIA 2024 - Designing Change by University of Calgary School of Architecture Planning & Landscape, Calgary, Canada