[PDF][PDF] A short survey of recommendation technologies in travel and tourism

A Felfernig, S Gordea, D Jannach, E Teppan… - OEGAI …, 2007 - researchgate.net
Recommendation has a long history as a successful application area of Artificial
Intelligence. The demand of e-commerce platforms (eg, amazon. com) to improve the …

Core: A cold-start resistant and extensible recommender system

M Bayomi, A Caputo, M Nicholson… - Proceedings of the 34th …, 2019 - dl.acm.org
In this paper, we propose the Cold-start Resistant and Extensible Recommender (CoRE), a
novel recommender system that was developed as part of collaborative research with …

Machine learning: factorization machines and normalized discounted cumulative gain for tourism recommender system optimisation

O Baker, Q Yuan - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
The online tourism industry has significantly developed in recent years. One prominent
feature of a tourism recommender system is to assist the users in finding out potential …

User model enrichment for venue recommendation

M Aliannejadi, I Mele, F Crestani - Asia information retrieval symposium, 2016 - Springer
An important task in recommender systems is suggesting relevant venues in a city to a user.
These suggestions are usually created by exploiting the user's history of preferences, which …

[PDF][PDF] Exploiting Item Dependencies to Improve Tourist Trip Recommendations.

D Herzog, W Wörndl - RecTour@ RecSys, 2016 - ceur-ws.org
Combining multiple points of interest (POIs) to attractive and reasonable tourist trips is a
challenge in the field of Recommender Systems (RSs). Even if a user likes going to …

Recommendation System for Adventure Tourism

P Pandey, K Mayank, S Sharma - 2023 4th IEEE Global …, 2023 - ieeexplore.ieee.org
Recommender systems are commonly used. We focus our emphasis mostly on how tourism
is used. Conferences have been thoroughly sought for many years. We provide a …

Next-POI recommendations matching user's visit behaviour

D Massimo, F Ricci - … and Communication Technologies in Tourism 2021 …, 2021 - Springer
We consider the urban tourism scenario, which is characterized by limited availability of
information about individuals' past behaviour. Our system goal is to identify relevant next …

Recent developments in recommender systems: A survey

Y Li, K Liu, R Satapathy, S Wang… - IEEE Computational …, 2024 - ieeexplore.ieee.org
In this technical survey, the latest advancements in the field of recommender systems are
comprehensively summarized. The objective of this study is to provide an overview of the …

Contextual information elicitation in travel recommender systems

M Braunhofer, F Ricci - … Technologies in Tourism 2016: Proceedings of …, 2016 - Springer
Abstract Context-Aware Recommender Systems are advisory applications that exploit users'
preference knowledge contained in datasets of context-dependent user ratings, ie, ratings …

A Group Travel Recommender System based on Group Approximate Constraint Satisfaction

JK Kim, WC Kwon, ILY Choi, H Heo, HS Moon - IEEE Access, 2024 - ieeexplore.ieee.org
In today's travel landscape, there'sa growing demand for experiences that cater specifically
to group travelers, whose needs often differ from those of solo travelers. Despite the …