干旱区生态环境知识资源中心(Arid): Advanced Classification of Architectural Heritage: A Corpus of Desert on Rout Caravanserais

Arid

DOI	10.1080/15583058.2018.1547801
	Advanced Classification of Architectural Heritage: A Corpus of Desert on Rout Caravanserais
	Andaroodi, Elham 1; Andres, Frederic 2
通讯作者	Andaroodi, Elham
来源期刊	INTERNATIONAL JOURNAL OF ARCHITECTURAL HERITAGE
ISSN	1558-3058
EISSN	1558-3066
出版年	2020
卷号	14 期号:3 页码:433-456
英文摘要	Advanced classification of Architectural Heritage with new methods of knowledge extraction can enhance our insight of historical buildings and their evolution. An important corpus is Safavid caravanserais with 999 cases, which were simultaneously built according to historical records. The aim of this research is to understand the hidden knowledge about the formation of this corpus through advanced classification based on configuration of building divisions or types of architectural components. The main research problem is identifying principal classification variables. A novel method is proposed based on a probabilistic model to provide taxonomic numeric variables, linked with morphological invariants for each feature. A table of binary values of variables is provided for 140 cases of desert on-rout caravanserais. A tool based on Naive Bays algorithm processed the output and the relative significance of the variables is generated. This important finding helped the domain knowledge to select six major features and consequently to identify six classes and 25 sub-classes. The assessment is done by comparing caravanserais in a knowledge base, and geo localizing each class on Google Earth. The results led to important findings and suppositions about distribution of chain of similar caravanserais along historic roads and their design evolution and management.
英文关键词	Building divisions caravanserais classification naive Bayes Safavid period spatial configuration
类型	Article
语种	英语
国家	Iran ; Japan
收录类别	SCI-E ; AHCI
WOS记录号	WOS:000515576100007
WOS关键词	VISITORS
WOS类目	Architecture ; Construction & Building Technology ; Engineering, Civil
WOS研究方向	Architecture ; Construction & Building Technology ; Engineering
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/314743
作者单位	1.Univ Tehran, Coll Fine Arts, Fac Architecture, Tehran, Iran; 2.Natl Inst Informat, Tokyo, Japan
推荐引用方式 GB/T 7714	Andaroodi, Elham,Andres, Frederic. Advanced Classification of Architectural Heritage: A Corpus of Desert on Rout Caravanserais[J],2020,14(3):433-456.
APA	Andaroodi, Elham,&Andres, Frederic.(2020).Advanced Classification of Architectural Heritage: A Corpus of Desert on Rout Caravanserais.INTERNATIONAL JOURNAL OF ARCHITECTURAL HERITAGE,14(3),433-456.
MLA	Andaroodi, Elham,et al."Advanced Classification of Architectural Heritage: A Corpus of Desert on Rout Caravanserais".INTERNATIONAL JOURNAL OF ARCHITECTURAL HERITAGE 14.3(2020):433-456.