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Transforming Personalized Travel Recommendations: Integrating Generative AI with Personality Models

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/per.1951openalex-snapshot
Studying Changes in Life Circumstances and Personality: It's about Time
inferredcites →https://doi.org/10.1007/978-3-031-22137-8_17openalex-snapshot
Clustering Method for Touristic Photographic Spots Recommendation
inferredcites →https://doi.org/10.1007/978-3-642-32273-0_8openalex-snapshot
Differential Context Relaxation for Context-Aware Travel Recommendation
inferredcites →https://doi.org/10.1007/s11042-022-12167-wopenalex-snapshot
Tourism recommendation system: a survey and future research directions
inferredcites →https://doi.org/10.1007/s11205-020-02537-yopenalex-snapshot
A Tourist Segmentation Based on Motivation, Satisfaction and Prior Knowledge with a Socio-Economic Profiling: A Clustering Approach with Mixed Information
inferredcites →https://doi.org/10.1007/s11277-014-2082-7openalex-snapshot
Travel Recommendation Using Geo-tagged Photos in Social Media for Tourist
inferredcites →https://doi.org/10.1007/s13042-024-02145-zopenalex-snapshot
Tourism profile measure for data-driven tourism segmentation
inferredcites →https://doi.org/10.1016/j.asoc.2021.107272openalex-snapshot
Optimized recommendations by user profiling using apriori algorithm
inferredcites →https://doi.org/10.1016/j.asoc.2024.111330openalex-snapshot
Your trip, your way: An adaptive tourism recommendation system
inferredcites →https://doi.org/10.1016/j.compenvurbsys.2013.07.006openalex-snapshot
Road-based travel recommendation using geo-tagged images
inferredcites →https://doi.org/10.1016/j.eswa.2020.114324openalex-snapshot
Tourism recommendation system based on semantic clustering and sentiment analysis
inferredcites →https://doi.org/10.1016/j.eswa.2023.120580openalex-snapshot
A novel greedy genetic algorithm-based personalized travel recommendation system
inferredcites →https://doi.org/10.1016/j.jhtm.2023.06.022openalex-snapshot
Autonomous travel decision-making: An early glimpse into ChatGPT and generative AI
inferredcites →https://doi.org/10.1016/j.jrp.2013.07.002openalex-snapshot
Associations between personality traits and psychological well-being across time in middle adulthood
inferredcites →https://doi.org/10.1016/j.tourman.2023.104821openalex-snapshot
A social media analysis of travel preferences and attitudes, before and during Covid-19
inferredcites →https://doi.org/10.1061/jtepbs.teeng-8067openalex-snapshot
A Recommender for Personalized Travel Planning Using Stacked Autoencoder in a Multimodal Transportation Network
inferredcites →https://doi.org/10.1079/9780851990231.0067openalex-snapshot
Case-based travel recommendations.
inferredcites →https://doi.org/10.1080/07370024.2022.2084620openalex-snapshot
Toward a design theory for virtual companionship
inferredcites →https://doi.org/10.1080/13658816.2012.696649openalex-snapshot
A context-aware personalized travel recommendation system based on geotagged social media data mining
inferredcites →https://doi.org/10.1108/jrim-03-2022-0082openalex-snapshot
AI-powered touch points in the customer journey: a systematic literature review and research agenda
inferredcites →https://doi.org/10.1108/sjme-06-2022-0134openalex-snapshot
Big data in tourism marketing: past research and future opportunities
inferredcites →https://doi.org/10.1109/icassp48485.2024.10447417openalex-snapshot
Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning
inferredcites →https://doi.org/10.1109/icdm.2011.118openalex-snapshot
Personalized Travel Package Recommendation
inferredcites →https://doi.org/10.1109/siu.2017.7960678openalex-snapshot
Personality identification by deep learning
inferredcites →https://doi.org/10.1109/tmm.2013.2265077openalex-snapshot
Travel Recommendation by Mining People Attributes and Travel Group Types From Community-Contributed Photos
inferredcites →https://doi.org/10.1111/spc3.12434openalex-snapshot
Evaluating the validity of Myers‐Briggs Type Indicator theory: A teaching tool and window into intuitive psychology
inferredcites →https://doi.org/10.1145/1889681.1889683openalex-snapshot
Learning travel recommendations from user-generated GPS traces
inferredcites →https://doi.org/10.1145/2072298.2072311openalex-snapshot
Personalized travel recommendation by mining people attributes from community-contributed photos
inferredcites →https://doi.org/10.1145/3447548.3467178openalex-snapshot
User Consumption Intention Prediction in Meituan
inferredcites →https://doi.org/10.1145/3564609openalex-snapshot
Trip Reinforcement Recommendation with Graph-based Representation Learning
inferredcites →https://doi.org/10.1145/3604915.3608752openalex-snapshot
Workshop on Context-Aware Recommender Systems 2023
inferredcites →https://doi.org/10.1177/13567667211066544openalex-snapshot
The Use of Mobile Applications for Travel Booking: Impacts of Application Quality and Brand Trust
inferredcites →https://doi.org/10.1609/aaai.v38i16.29728openalex-snapshot
Benchmarking Large Language Models in Retrieval-Augmented Generation
inferredcites →https://doi.org/10.2307/j.ctv14164jdopenalex-snapshot
Psychology of the Transference
inferredcites →https://doi.org/10.26599/bdma.2020.9020026openalex-snapshot
Improvising personalized travel recommendation system with recency effects
inferredcites →https://doi.org/10.3389/fdata.2024.1384460openalex-snapshot
Editorial: Reviews in recommender systems: 2022
inferredcites →https://doi.org/10.3390/computation12030059openalex-snapshot
Personalized Tourist Recommender System: A Data-Driven and Machine-Learning Approach
inferredcites →https://doi.org/10.4230/lipics.giscience.2023.43openalex-snapshot
Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics
inferredcites →https://doi.org/10.48550/arxiv.1704.00784openalex-snapshot
Online and Linear-Time Attention by Enforcing Monotonic Alignments

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s10791-026-10582-3openalex-snapshot
A survey of AI-driven personalization for high performance group travel recommender systems
inferred← citeshttps://doi.org/10.1016/j.cosrev.2026.101024openalex-snapshot
Advancements and challenges in recommendation systems for the tourism industry: A comprehensive literature review
inferred← citeshttps://doi.org/10.1016/j.rineng.2026.113369openalex-snapshot
A multi-agent approach for context-aware tourism and urban mobility guidance
inferred← citeshttps://doi.org/10.1049/tje2.70139openalex-snapshot
Real‐Time Performance Optimization of Travel Reservation Systems Using AI and Microservices
inferred← citeshttps://doi.org/10.1080/2331186x.2025.2591500openalex-snapshot
Generative artificial intelligence in library and information science literature: a structured systematic review
inferred← citeshttps://doi.org/10.1108/mip-03-2025-0199openalex-snapshot
More than words: does AIGC matter in tourism planning?
inferred← citeshttps://doi.org/10.1109/atscm67505.2025.11473464openalex-snapshot
Artificial Intelligence in Tourism: Toward an Integrated Model of Travel Planning
inferred← citeshttps://doi.org/10.1109/icdsis65355.2025.11070839openalex-snapshot
AI-Driven Search and Personalized Travel Recommendation System based on Retrieval Augmented Generator Framework
inferred← citeshttps://doi.org/10.1109/icoict71118.2026.11664800openalex-snapshot
Intelligent Travel Itinerary Planning Using Greedy and Ant Colony Optimization: A Comparative Study on Real-World Tourism Data
inferred← citeshttps://doi.org/10.1186/s40537-026-01493-7openalex-snapshot
A comprehensive survey of recommendation methods and techniques
inferred← citeshttps://doi.org/10.2139/ssrn.6136403openalex-snapshot
IMOHAG: A simulation-based decision support framework for tourist experience management in data-poor destinations
inferred← citeshttps://doi.org/10.23919/indiacom70271.2026.11526626openalex-snapshot
Adaptive Security Orchestration in High-Speed SDN/NFV Architectures
inferred← citeshttps://doi.org/10.31893/multiscience.2026722openalex-snapshot
Green by nature, diverse by visitors: What rural tourism reveals about domestic and global travelers
inferred← citeshttps://doi.org/10.3390/ai6090236openalex-snapshot
Destination (Un)Known: Auditing Bias and Fairness in LLM-Based Travel Recommendations
inferred← citeshttps://doi.org/10.3390/jtaer21080244openalex-snapshot
From Personalization to Loyalty: How Generative AI Shapes Tourist Brand Loyalty Through Transparency and Trust in Smart Tourism Platforms
inferred← citeshttps://doi.org/10.3390/make8030056openalex-snapshot
SSL-MEPR: A Semi-Supervised Multi-Task Cross-Domain Learning Framework for Multimodal Emotion and Personality Recognition
inferred← citeshttps://doi.org/10.3390/su17115148openalex-snapshot
The Role of AI in Predictive Modelling for Sustainable Urban Development: Challenges and Opportunities
inferred← citeshttps://doi.org/10.3390/su172310802openalex-snapshot
Application of Long Short-Term Memory and XGBoost Model for Carbon Emission Reduction: Sustainable Travel Route Planning
inferred← citeshttps://doi.org/10.3390/tourhosp6020100openalex-snapshot
Phase-Adaptive Federated Learning for Privacy-Preserving Personalized Travel Itinerary Generation
inferred← citeshttps://doi.org/10.62273/frdj9146openalex-snapshot
Personality, Extrinsic Task Motivation, and the Use of Generative AI: A Framework for Understanding Human-AI Interaction
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