Knowledge graph construction and dissemination analysis in folk culture space: a case study of Wuzhen Xiangshi

Purpose/significance In the era of network self-media, online communication plays a crucial role in promoting the development of folk tourism. The computational communication method is utilized to analyze and visualize the communication content of the spatial elements of folk culture space, which is helpful for the development of folk culture space and the dissemination of national culture. Method/process Initially, the technical methodology of the knowledge graph was introduced, and an ontology model of cultural space was developed from the perspective of folk tourism. Utilizing the CIDOC-CRM model, the entity classes, attributes, and relationships were modeled, the core elements of cultural space were extracted from the description of cultural space by natural language analysis, and a knowledge graph was constructed. Building on this foundation, the network communication content of each element was collected, cleaned, and aligned. Utilizing computational communication methods, a multidimensional analysis of the network communication content for each element was conducted, and its communication, friendliness, influence, and interaction were studied. The public’s communication preferences and the emotional tendency of the spatial elements of folk culture space were explored. Finally, the communication content is embedded into the graph to form a communication-oriented knowledge graph of the spatial elements of the folk culture space oriented toward communication, and the systematic and structured representation of the knowledge graph is realized. Result/conclusion Taking Wuzhen Xiangshi, a cultural space in the ancient water town located in the south of the Yangtze River, as a case study, this research constructs a knowledge map of the elements of Wuzhen Xiangshi oriented to communication and analyzes its communication characteristics to provide reference and help for the organization and dissemination of folk culture space.

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Publication Details

Journal
Frontiers in Communication
Published
2026-01-15
DOI
https://doi.org/10.3389/fcomm.2025.1572932
Primary Topic
Advanced Graph Neural Networks
Type
article
Field-Weighted Citation Impact
0.00

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article

Knowledge graph construction and dissemination analysis in folk culture space: a case study of Wuzhen Xiangshi

Haijing Zhang, Jun Xu, Hao Zhang
Frontiers in Communication
Advanced Graph Neural Networks
article

Knowledge graph construction and dissemination analysis in folk culture space: a case study of Wuzhen Xiangshi

Haijing Zhang, Jun Xu, Hao Zhang
article en

Abstract

Purpose/significance In the era of network self-media, online communication plays a crucial role in promoting the development of folk tourism. The computational communication method is utilized to analyze and visualize the communication content of the spatial elements of folk culture space, which is helpful for the development of folk culture space and the dissemination of national culture. Method/process Initially, the technical methodology of the knowledge graph was introduced, and an ontology model of cultural space was developed from the perspective of folk tourism. Utilizing the CIDOC-CRM model, the entity classes, attributes, and relationships were modeled, the core elements of cultural space were extracted from the description of cultural space by natural language analysis, and a knowledge graph was constructed. Building on this foundation, the network communication content of each element was collected, cleaned, and aligned. Utilizing computational communication methods, a multidimensional analysis of the network communication content for each element was conducted, and its communication, friendliness, influence, and interaction were studied. The public’s communication preferences and the emotional tendency of the spatial elements of folk culture space were explored. Finally, the communication content is embedded into the graph to form a communication-oriented knowledge graph of the spatial elements of the folk culture space oriented toward communication, and the systematic and structured representation of the knowledge graph is realized. Result/conclusion Taking Wuzhen Xiangshi, a cultural space in the ancient water town located in the south of the Yangtze River, as a case study, this research constructs a knowledge map of the elements of Wuzhen Xiangshi oriented to communication and analyzes its communication characteristics to provide reference and help for the organization and dissemination of folk culture space.

Frontiers in CommunicationVol. 10
Zhejiang University of Technology (CN)
National Office for Philosophy and Social Sciences
Decent work and economic growth
Openalex Percentile: Top 87%
Advanced Graph Neural Networks
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