Cultural Perception of Tourism Heritage Landscapes via Multi-Label Deep Learning: A Study of Jingdezhen, the Porcelain Capital

• Published in: Land (Basel) Vol. 14; no. 3; p. 559
• Main Authors: Cheng, Yue, Chen, Weizhen
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 06.03.2025
• Subjects: Big data; Brand equity; China; Cities; Classification; Computational linguistics; Computer science; Cultural characteristics; cultural diversity; Cultural heritage; Cultural relations; Cultural tourism; Culture; Deep learning; Diversity indices; Economic development; heritage interpretation; Historic sites; Labels; Landscape architecture; Language processing; Mass tourism; multi-label classification; Natural language interfaces; Neural networks; Perception; Porcelain; Protection and preservation; Regional planning; Research methodology; Semantics; Social networks; Spatial analysis; Tourism; Tourism development; tourism heritage landscape; Travel industry; Urban development; User generated content; China

In the face of rapid progress in heritage preservation and cultural tourism integration, landscape planning in historic cities is pivotal to showcasing regional identities and disseminating cultural value. However, the complexity of cultural characteristic identification and the imbalance in plannin...