Plugging Small Models in Large Language Models for POI Recommendation in Smart Tourism

Plugging Small Models in Large Language Models for POI Recommendation in Smart Tourism

Point-of-interest (POI) recommendation is a crucial task in location-based social networks, especially for enhancing personalized travel experiences in smart tourism. Recently, large language models (LLMs) have demonstrated significant potential in this domain. Unlike classical deep learning-based m...

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Bibliographic Details
Main Authors: Hong Zheng, Zhenhui Xu, Qihong Pan, Zhenzhen Zhao, Xiangjie Kong
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Algorithms
Subjects:
smart tourism
POI recommendation
large language model
temporal knowledge graph
plugin model
human mobility pattern
Online Access:https://www.mdpi.com/1999-4893/18/7/376
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