The Method of Mining the Relationship Between the Use of Architectural Elements in Buildings and Cultural Connotation It Reflects: Case of Beijing's Representative Buildings

摘要

Aiming at representative buildings in Beijing, to dig out the cultural factors reflected behind the use of architectural elements in buildings, a set of cultural calculation processes for data collection, quantitative modeling, and analysis have been completed. Firstly, organize and analyze Beijing buildings' entities and relationships and the architectural elements they use and obtain related corpora. Secondly, use natural language processing methods to complete the structuring and vectorization of the corpus. Finally, combine the clustering algorithm results with the prior knowledge in the humanities field to produce conclusions. It concludes that the word vector cluster clustered by semantics can significantly represent the cultural source of the architectural elements in the corresponding category, so the application of the architectural elements to the elements can reflect the cultural connotations behind them.