运用K-means算法的庐山别墅群建筑风格与历史沿革研究  

Research on the Architectural Style and Historical Evolution of Lushan Villa Group Using K-means Algorithm

作　　者：万芮彤 WAN Ruitong(College of Resource and Environmental Engineering,Wuhan University of Science and Technology,Wuhan 430080,China)

机构地区：[1]武汉科技大学资源与环境工程学院,湖北武汉430080

出　　处：《地理空间信息》2024年第12期79-82,共4页Geospatial Information

摘　　要：庐山别墅群是庐山地区规模最大、保存最完好的现代历史文化建筑群,极具历史与艺术价值。本文旨在通过数据挖掘技术,全面细致地探讨庐山别墅群的建筑风格与历史沿革。本文综合艺术、建筑学与遗产研究,系统梳理了庐山别墅群的历史背景,并按时序概述了其建筑艺术发展。同时,运用K-means算法分析了别墅群的建筑风格与布局,揭示了别墅群在建筑风格和布局上的显著特征,为相关研究提供了背景资料。The Lushan villa group is the largest and best-preserved modern historical and cultural architectural group in the Lushan area,with great historical and artistic value.Aiming to explore the architectural styles and historical evolution of the Lushan villa group through data mining techniques,we integrated art,architecture and heritage research to systematically review the historical background of the Lushan villa group and provided a chronological overview of its architectural art development.At the same time,we used K-means algorithm to analyze the architectural style and layout of villa group,revealing the significant characteristics of villa group in terms of architectural style and layout,providing background information for related research.Based on relevant policies and current situation,we are committed to promoting the protection and utilization of the Lushan villa group,and safeguarding its artistic value.

关 键 词：庐山别墅群 历史沿革 数据挖掘 

分 类 号：P208[天文地球—地图制图学与地理信息工程]