中国传统村落特征的解读与集群识别——基于聚类和知识图谱的认知与利用方法
Interpretation and Reconstruction of Chinese Traditional Village Characteristics: A Method of Cognition and Utilization Based on Clustering and Knowledge Graph
Citation
王笑, 朱雪融, 唐芃. 中国传统村落特征的解读与集群识别——基于聚类和知识图谱的认知与利用方法[J]. 建筑学报, 2025, (04): 82-89.
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摘要
通过形态聚类和综合属性聚类从更广域但更精细化的视角理解中国传统村落物质与非物质特征。根据聚类分析结果建立知识图谱，实现要素检索、关联呈现和集群识别，帮助发掘村落的特性和共性，以应对传统村落集中连片保护中区域性、特色化的决策需求。
关键词
传统村落；集中连片保护；聚类分析；知识图谱
Abstract
Morphological clustering and comprehensive attribute clustering are used to understand the tangible and intangible characteristics of Chinese traditional villages from a broader but more refined perspective. Based on the clustering analysis results, a knowledge graph is established to achieve element retrieval, associative presentation, and cluster identification. This approach helps to uncover the unique and common features of villages, addressing the regional and specialized decision-making needs in the concentrated and contiguous conservation of traditional villages.
Keywords
traditional villages; concentrated and contiguous conservation; clustering analysis; Knowledge Graph
