September 23, 2025PLoS ONEOpen Access

Construction and application of a novel urban knowledge model with extended historical and cultural semantics

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This research demonstrates innovative applications of a knowledge model in urban heritage, suggesting effective preservation of historical places.

The proposed model enhances urban heritage preservation while merging contemporary and historical semantics.
Using knowledge graph embedding, it supports entity prediction and query retrieval for cultural insights.
Application scenarios include cultural connections, a recommendation system, and visitor profile analysis.
This integrated framework promotes public awareness and participation in historical culture while supporting urban planning.

Wang et al. (2025) studied this question.

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This research demonstrates innovative applications of a knowledge model in urban heritage, suggesting effective preservation of historical places.