A survey on Point-of-Interest recommendations leveraging heterogeneous data

Z Wang, W Höpken, D Jannach - Information Technology & Tourism, 2025 - Springer
Tourism is an important application domain for recommender systems. In this domain,
recommender systems are for example tasked with providing personalized …

Matching Point of Interests and Travel Blog with Multi-view Information Fusion

S Li, J Zhou, J Huang, H Chen, F Zhuang… - Proceedings of the 46th …, 2023 - dl.acm.org
The past few years have witnessed an explosive growth of user-generated POI-centric travel
blogs, which can provide a comprehensive understanding of a POI for people. However …

Location Aware Modular Biencoder for Tourism Question Answering

H Li, M Tomko, T Baldwin - arXiv preprint arXiv:2401.02187, 2024 - arxiv.org
Answering real-world tourism questions that seek Point-of-Interest (POI) recommendations is
challenging, as it requires both spatial and non-spatial reasoning, over a large candidate …

Multi-relation Neural Network Recommendation Model Based on Knowledge Graph Embedding Algorithm

H Liu, J Jiang, K Wang, L Kong, J Wang - International Conference on …, 2024 - Springer
Most of traditional collaborative filtering recommendation system (RS) suffers from cold start
problem. In recent years, knowledge graph (KG) has become a useful tool to extract features …

Deep Neural Network-based Question Answering System for Customer Relationship Management

CH Chen, YC Chang, CH Ku - 2022 - aisel.aisnet.org
Abstract Customer Relationship Management (CRM) is a crucial component of business
management, while a question answering system can help users seek answers and advice …