Machine Learning Methods in BIM-Based Applications - A Review

被引：2

作者：

Slusarczyk, Grazyna ^{[1
]}

Strug, Barbara ^{[1
]}

机构：

[1] Jagiellonian Univ, Inst Appl Comp Sci, Lojasiewicza 11, PL-30059 Krakow, Poland

来源：

VIETNAM JOURNAL OF COMPUTER SCIENCE | 2024年 / 11卷 / 01期

关键词：

BIM data; machine learning; civil engineering modeling; CLASSIFICATION; CHECKING; MODELS;

D O I：

10.1142/S2196888823300028

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a survey of machine learning (ML) methods used in applications dedicated to the building and construction industry. A building information modeling (BIM) model, being a database system for civil engineering data, is presented. A representative selection of methods and applications is described. The aim of this paper is to facilitate the continuation of research efforts and to encourage bigger participation of database system researchers in the field of civil engineering.

引用

页码：1 / 22

页数：22

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