@misc{10481/88855,
year = {2019},
month = {3},
url = {https://hdl.handle.net/10481/88855},
abstract = {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.},
publisher = {Taylor & Francis},
keywords = {Artificial intelligence},
keywords = {Decision trees},
keywords = {Geometric description language},
keywords = {J48 algorithm},
keywords = {H-BIM project},
keywords = {Pavilion of Charles V},
title = {Implementing Artificial Intelligence in H-BIM Using the J48 Algorithm to Manage Historic Buildings},
doi = {10.1080/15583058.2019.1589602},
author = {Bienvenido Huertas, José David and Nieto-Julián, Juan Enrique and Moyano, Juan José and Macías Bernal, Juan Manuel and Castro, José},
}