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This study aims to evaluate visitor perception in historic districts and propose strategies for heritage conservation and spatial management.

June 19, 2026BuildingsOpen Access

A Computational Evaluation of Visitor Perception in a Historic District: Implications for Built Heritage Conservation and Spatial Management in Nanjing Fuzimiao

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Randomized trial evaluates visitor perceptions in a historic district, suggesting strategies for effective heritage conservation.

This study aims to evaluate visitor perception in historic districts and propose strategies for heritage conservation and spatial management.
Analyzed 2940 online reviews from 2020–2025 using TF-IDF and LDA techniques.
Employed StructBERT sentiment analysis and Importance–Performance Analysis (IPA) to assess experiential dimensions.
Identified six key experiential dimensions related to visitor perceptions and cultural significance.
Nightscape and value-related dimensions received high positive sentiment, while rituals and museum interpretation were less favored.
Three strategies proposed include reallocating resources to cultural cores, integrating VR/AR technologies, and embedding cultural narratives into experiences.

Chen et al. (2026) studied this question.

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