A novel hybrid recommender system for the tourism domain

G Chalkiadakis, I Ziogas, M Koutsmanis, E Streviniotis… - Algorithms, 2023 - mdpi.com
In this paper, we develop a novel hybrid recommender system for the tourism domain, which
combines (a) a Bayesian preferences elicitation component which operates by asking the …

A personalized hybrid tourism recommender system

MEBH Kbaier, H Masri, S Krichen - 2017 IEEE/ACS 14th …, 2017 - ieeexplore.ieee.org
This paper focuses on building personalized recommender system in the tourism field. The
application recommends to a tourist the best attractions in a particular place according to his …

Recommender systems in tourism

F Ricci - Handbook of e-Tourism, 2022 - Springer
Recommender systems (RSs) are information search and filtering tools that provide
suggestions for items to be of use to a user. They are now common in many Internet …

RecTour 2016: Workshop on recommenders in tourism

DR Fesenmaier, T Kuflik, J Neidhardt - … of the 10th ACM Conference on …, 2016 - dl.acm.org
In this paper, we summarize RecTour 2016--a workshop on recommenders in tourism co-
located with RecSys 2016. There was a great variety of submissions, ie, research papers …

Take a fresh look at recommender systems from an evaluation standpoint

A Sun - Proceedings of the 46th International ACM SIGIR …, 2023 - dl.acm.org
Recommendation has become a prominent area of research in the field of Information
Retrieval (IR). Evaluation is also a traditional research topic in this community. Motivated by …

Selective contextual information acquisition in travel recommender systems

M Braunhofer, F Ricci - Information Technology & Tourism, 2017 - Springer
Context-aware recommender systems are information filtering and decision support
applications that generate recommendations by exploiting context-dependent user …

Design of a bayesian recommender system for tourists presenting a solution to the cold-start user problem

TN Lillegraven, AC Wolden - 2010 - ntnuopen.ntnu.no
Recommender systems aim to provide users with personalised recommendations of items
based on their preferences. Such systems have during the last 15 years been applied in …

[PDF][PDF] Designing recommender systems for tourism

T Berka, M Plößnig - Proceedings of ENTER, 2004 - Citeseer
In this paper, we argue that the process of developing travel recommender systems (TRS)
can be simplified. By studying the application domain of tourism information systems, and …

Data-driven destination recommender systems

LW Dietz - Proceedings of the 26th Conference on User Modeling …, 2018 - dl.acm.org
Given vast number of possible global travel destinations, choosing a destination has
become challenging. We argue that traditional media are insufficient to make informed travel …

Increasing consumers' understanding of recommender results: a preference-based hybrid algorithm with strong explanatory power

P Marx, T Hennig-Thurau, A Marchand - Proceedings of the fourth ACM …, 2010 - dl.acm.org
Recommender systems are intended to assist consumers by making choices from a large
scope of items. While most recommender research focuses on improving the accuracy of …