ART-RISK 3.0 a fuzzy-based platform that combine GIS and expert assessments for conservation strategies in cultural heritage

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dc.contributor.authorMoreno, M.
dc.contributor.authorOrtiz, R.
dc.contributor.authorCagigas-Muniz, D.
dc.contributor.authorBecerra, J.
dc.contributor.authorMartin, J. M.
dc.contributor.authorPrieto, A. J.
dc.contributor.authorGarrido-Vizuete, M. A.
dc.contributor.authorMacias-Bernal, J. M.
dc.contributor.authorChavez, M. J.
dc.contributor.authorOrtiz, P.
dc.date.accessioned2025-01-20T21:04:33Z
dc.date.available2025-01-20T21:04:33Z
dc.date.issued2022
dc.description.abstractHeritage preservation poses numerous difficulties, especially in emergency situations or during budget cuts. In these contexts, having tools that facilitate efficient and rapid management of hazards-vulnerabilities is a priority for the preventive conservation and triage of cultural assets.
dc.description.abstractThis paper presents the first (to the authors' knowledge) free and public availability Artificial Intelligence platform designed for conservation strategies in cultural heritage. Art-Risk 3.0 is a platform designed as a fuzzy-logic inference system that combines information from geographical information system maps with expert assessments, in order to identify the contextual threat level and the degree of vulnerability that heritage buildings present. Thanks to the possibilities that the geographic information system offers, 12 Spanish churches (11th - 16th centuries) were analyzed. The artificial intelligence platform developed makes it possible to analyze the index of hazard, vulnerability and functionality, classify buildings according to the risk in order to do a sustainable use of budgets through the rational management of preventive conservation.
dc.description.abstractThe data stored in the system allows identify the danger due to geotechnics, precipitation, torrential downpour, thermal oscillation, frost, earthquake and flooding. Through the use of fuzzy logic, the tool interrelates environmental conditions with 14 other variables related to structural risks and the vulnerability of buildings, which are evaluated through bibliographic search and review of photographic images.
dc.description.abstractThe geographic information system has identified torrential rains and thermal oscillations as the environmental threats that mostly impact heritage buildings in Spain.
dc.description.abstractThe results obtained highlight the Church of Santiago de Jesus as the most vulnerable building due to a lack of preventive conservation programs. These results, consistent with the inclusion of this monument on the list of heritage at risk defined by Hispania Nostra, corroborate the functionality of the model. (C) 2022 The Author(s). Published by Elsevier Masson SAS.
dc.fuente.origenWOS
dc.identifier.doi10.1016/j.culher.2022.03.012
dc.identifier.eissn1778-3674
dc.identifier.issn1296-2074
dc.identifier.urihttps://doi.org/10.1016/j.culher.2022.03.012
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/93246
dc.identifier.wosidWOS:000821332400013
dc.language.isoen
dc.pagina.final276
dc.pagina.inicio263
dc.revistaJournal of cultural heritage
dc.rightsacceso restringido
dc.subjectArtificial intelligence
dc.subjectHazards
dc.subjectFunctional life
dc.subjectGIS and vulnerability
dc.subject.ods14 Life Below Water
dc.subject.odspa14 Vida submarina
dc.titleART-RISK 3.0 a fuzzy-based platform that combine GIS and expert assessments for conservation strategies in cultural heritage
dc.typeartículo
dc.volumen55
sipa.indexWOS
sipa.trazabilidadWOS;2025-01-12
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