Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Implementing Artificial Intelligence in H-BIM Using the J48 Algorithm to Manage Historic Buildings
The preservation of the architectural heritage is characterized by the intervention of different technicians, who may disagree on decision-making criteria. In recent years, the H-BIM methodology has emerged to manage these buildings, although the multidisciplinary technical personnel make the decision-taking something of a challenge. In this regard, artificial intelligence may be an opportunity to establish automatic responses, thus optimizing the process. This article proposes a methodology to implement models of classification using the J48 algorithm in a H-BIM model. The case study was focused on a tiles panel from a building which belongs to the Real Alcazar of Seville. First, a model of classification was developed to estimate the degree of intervention with an adequate degree of adjustment. Then, the model was implemented in the H-BIM software by programming using GDL. This methodology automates the decision-making and reduces times of assessments, visualizing and managing the information in the H-BIM model.
Implementing Artificial Intelligence in H-BIM Using the J48 Algorithm to Manage Historic Buildings
The preservation of the architectural heritage is characterized by the intervention of different technicians, who may disagree on decision-making criteria. In recent years, the H-BIM methodology has emerged to manage these buildings, although the multidisciplinary technical personnel make the decision-taking something of a challenge. In this regard, artificial intelligence may be an opportunity to establish automatic responses, thus optimizing the process. This article proposes a methodology to implement models of classification using the J48 algorithm in a H-BIM model. The case study was focused on a tiles panel from a building which belongs to the Real Alcazar of Seville. First, a model of classification was developed to estimate the degree of intervention with an adequate degree of adjustment. Then, the model was implemented in the H-BIM software by programming using GDL. This methodology automates the decision-making and reduces times of assessments, visualizing and managing the information in the H-BIM model.
Implementing Artificial Intelligence in H-BIM Using the J48 Algorithm to Manage Historic Buildings
Bienvenido-Huertas, David (Autor:in) / Nieto-Julián, Juan Enrique (Autor:in) / Moyano, Juan José (Autor:in) / Macías-Bernal, Juan Manuel (Autor:in) / Castro, José (Autor:in)
International Journal of Architectural Heritage ; 14 ; 1148-1160
13.09.2020
13 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Unbekannt
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| Springer Verlag | 2020
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| Emerald Group Publishing | 2020