Reasoning on human experiences of indoor environments using semantic web technologies

H. Qiu, G. F. Schneider, T. Kauppinen, S. Rudolph, S. Steiger

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

2 Citations (Scopus)

Abstract

The Indoor Environmental Quality (IEQ) in a building affects occupants’ well-being and productivity. Traditionally, models are developed to predict IEQ satisfaction from physical measurements. These approaches work fine in a laboratory environment but tend to fail in real-world applications. Recent work focuses on collecting direct human feedback on IEQ. However, existing approaches either lack the ability to capture the multiple dimensions of IEQ or the integration with other domain knowledge, e.g. from building information modeling or building automation systems. To tackle this problem, we have developed a novel approach based on Semantic Web Technologies (SWT) which enable interoperability and reasoning. In this paper, the HBC (Human Comfort in Building) ontology is presented, which formally specifies the domain of IEQ in multiple dimensions and relates it to adjacent domains. An online survey is designed in order to specify ontology requirements and collect human feedbacks for evaluating the ontology. We evaluate the use of the HBC ontology in two use cases in an o ce building: recommendation of spaces based on IEQ factors and recommendation of settings for technical equipment from collected feedbacks.

Original languageEnglish
Title of host publicationProceedings of the 35th International Symposium on Automation and Robotics in Construction (ISARC 2018), Berlin, Germany, July 20-25, 2018
Pages95-102
DOIs
Publication statusPublished - 1 Jan 2018
MoE publication typeA4 Article in a conference publication
EventInternational Symposium on Automation and Robotics in Construction - Berlin, Germany
Duration: 20 Jul 201825 Jul 2018
Conference number: 35

Conference

ConferenceInternational Symposium on Automation and Robotics in Construction
Abbreviated titleISARC
CountryGermany
CityBerlin
Period20/07/201825/07/2018

Keywords

  • Human experiences
  • Indoor environmental quality
  • Office buildings
  • Ontology
  • Semantic web technologies

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  • Cite this

    Qiu, H., Schneider, G. F., Kauppinen, T., Rudolph, S., & Steiger, S. (2018). Reasoning on human experiences of indoor environments using semantic web technologies. In Proceedings of the 35th International Symposium on Automation and Robotics in Construction (ISARC 2018), Berlin, Germany, July 20-25, 2018 (pp. 95-102) https://doi.org/10.22260/ISARC2018/0013