Validation and ground truths

Da Yan, Chuang Wang, Xiaohang Feng, Bing Dong

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Scopus citations

Abstract

It is essential to ensure the validation of measurements and the reliability of the collected data. This chapter discusses several topics related to measurement validation and ground truth in occupancy and occupant behavior observations. It introduces the basic concept of measurement quality and calls for attention to the measurement of occupancy and occupant actions. It provides general guidelines for verifying and validating the reliability of collected data. It also offers suggestions for how to construct ground truth data. In this chapter, questions about measurement validation and ground truth are raised and the particularities of occupancy and occupant behavior observations are discussed.

Original languageEnglish (US)
Title of host publicationExploring Occupant Behavior in Buildings
Subtitle of host publicationMethods and Challenges
PublisherSpringer International Publishing
Pages239-260
Number of pages22
ISBN (Electronic)9783319614649
ISBN (Print)9783319614632
DOIs
StatePublished - Jan 1 2017
Externally publishedYes

ASJC Scopus subject areas

  • Engineering(all)
  • Social Sciences(all)
  • Computer Science(all)
  • Economics, Econometrics and Finance(all)
  • Business, Management and Accounting(all)
  • Psychology(all)

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  • Cite this

    Yan, D., Wang, C., Feng, X., & Dong, B. (2017). Validation and ground truths. In Exploring Occupant Behavior in Buildings: Methods and Challenges (pp. 239-260). Springer International Publishing. https://doi.org/10.1007/978-3-319-61464-9_9