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Download fileTowards Compliance-based inspection modelling
journal contribution
posted on 2022-05-16, 08:57 authored by Ana Calderon, Simon ParkinsonWe propose to move towards a risk-profiling approach to determine inspection strategies, with the aim of
targeting audit of buildings that have a higher chance of being problematic. Historical data suggests that
compliance of responsible persons (those in charge of ensuring fire safety at a particular dwelling) is an
important factor in likelihood of danger, but it is presently overlooked in inspection models. With the goal
of incorporating compliance in decisions of what and when to inspect, we construct game theoretic
models for inspections, encompassing compliance likelihood of responsible persons. The (action-based)
game theoretic representations serve to enable the construction of combinatorial optimization algorithms
(algorithms for finding the optimal solution to problems where exhaustive searches are an impossibility),
capable of deliberative search to identify optimal sequences of inspections. This paper presents a case
study on Compliance, some statistical findings, then followed by the conceptual game-theoretical
modeling.
History
Published in
International Journal of Decision Support SystemsPublisher
InderscienceAcceptance Date
2021-09-13Version
- AM (Accepted Manuscript)
Citation
Calderon, A., & Parkinson, S. (In Press) 'Towards compliance-based inspection modelling', International Journal of Decision Support Systems. https://doi.org/10.1504/IJDSS.2021.10043274Print ISSN
2050-6988Electronic ISSN
2050-6996Cardiff Met Affiliation
- Cardiff School of Technologies
Cardiff Met Authors
Ana CalderonCopyright Holder
- © The Publisher
Language
- en