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A tourism destination is a complex dynamic system. As such it requires specific methods and tools to be analyzed and understood in order to better tailor governance and policy measures for steering the destination along an evolutionary…

Physics and Society · Physics 2013-02-26 Rodolfo Baggio

Purpose - The purpose of this paper is to propose a mathematical model to determine invariant sets, set covering, orbits and, in particular, attractors in the set of tourism variables. Analysis was carried out based on an algorithm and…

Social and Information Networks · Computer Science 2025-03-10 Miguel Lloret-Climent , Andrés Montoyo-Guijarro , Yoan Gutierrez-Vázquez , Rafael Muñoz-Guillena , Kristian Alonso-Stenberg

Tourism is a complex dynamic system including multiple actors which are related each other composing an evolving social network. This paper presents a growing bipartite network model that explains the rise of the supply network in a tourism…

Physics and Society · Physics 2017-06-07 Juan M. Hernández , Christian González

Tourism is a major contributor to global carbon emissions and over-tourism, creating an urgent need for recommender systems that not only inform but also gently steer users toward more sustainable travel decisions. Such choices, however,…

Human-Computer Interaction · Computer Science 2025-10-31 Ashmi Banerjee , Melih Mert Aksoy , Wolfgang Wörndl

Understanding tourist visitation patterns is crucial for decision makers in order to create smart tourism industry. A growing body of tourism research uses geo-location data in order to better understand tourism demand. In this paper, we…

Social and Information Networks · Computer Science 2021-10-22 Damjan Vavpotič , Karmen Knavs , Ljubica Knežević Cvelbar

Nowadays, recommender systems are present in many daily activities such as online shopping, browsing social networks, etc. Given the rising demand for reinvigoration of the tourist industry through information technology, recommenders have…

Information Retrieval · Computer Science 2019-03-29 Alan Menk , Laura Sebastia , Rebeca Ferreira

The body of knowledge accumulated in recent years on the structure and the dynamics of complex networks has offered useful insights on the behaviour of many natural and artificial complex systems. The analysis of some of these, namely those…

Physics and Society · Physics 2008-01-16 Rodolfo Baggio

The contemporary tourism landscape is undergoing rapid digitization, necessitating a nuanced comprehension of online user behavior to guide data-driven decision-making. This research bridges an existing gap by investigating the tourism…

Social and Information Networks · Computer Science 2023-08-17 Mehrdad Maghsoudi , Saeid Aliakbar , AmirMahdi Mohammadi

Tourism destinations behave as dynamic evolving complex systems, encompassing numerous factors and activities which are interdependent and whose relationships might be highly nonlinear. Traditional research in this field has looked after a…

Physics and Society · Physics 2007-05-23 Rodolfo Baggio

Tourism has been an increasingly important factor in global economy, society and environment, accounting for a significant share of GDP and labor force. Policy and research on tourism traditionally rely on surveys and economic datasets,…

Computers and Society · Computer Science 2018-06-13 Yan Leng , Alejandro Noriega , Alex 'Sandy' Pentland , Ira Winder , Nina Lutz , Luis Alonso

Tourism destinations have a necessity to innovate to remain competitive in an increasingly global environment. A pre-requisite for innovation is the understanding of how destinations source, share and use knowledge. This conceptual paper…

Physics and Society · Physics 2009-05-23 R. Baggio , C. Cooper

The purpose of this article is to explore the digital behavior of nature tourism SMEs in the department of Magdalena-Colombia, hereinafter referred to as the region. In this sense, the concept of endogenization as an evolutionary mechanism…

General Economics · Economics 2022-11-09 Raul Enrique Rodriguez Luna , Jose Luis Rosenstiehl Martinez

Tourism destination networks are amongst the most complex dynamical systems, involving a myriad of human-made and natural resources. In this work we report a complex network-based systematic analysis of the Elba (Italy) tourism destination…

Physics and Society · Physics 2015-05-13 Luciano da Fontoura Costa , Rodolfo Baggio

Tourism affects not only the tourism industry but also society and stakeholders such as the environment, local businesses, and residents. Tourism Recommender Systems (TRS) can be pivotal in promoting sustainable tourism by guiding travelers…

Information Retrieval · Computer Science 2025-01-10 Ashmi Banerjee , Tunar Mahmudov , Emil Adler , Fitri Nur Aisyah , Wolfgang Wörndl

Overtourism poses severe challenges to popular destinations worldwide, threatening natural environments and local communities. This paper develops a decision-making model integrating system dynamics with multi-objective evolutionary…

Systems and Control · Electrical Eng. & Systems 2025-11-19 Huanzhu Lyu , Xiao Yang , Xintong Ji

Sequential Pattern Mining is an important component in establishing patterns and mining trends of certain activities. Insights into tourist movement and activity patterns is deemed beneficial for the tourism sector in many ways, such as…

Computers and Society · Computer Science 2018-11-09 Anmoila Talpur , Yanchun Zhang

There is little knowledge available on the spatial behaviour of urban tourists, and yet tourists generate an enormous quantity of data (Big Data) when they visit cities. These data sources can be used to track their presence through their…

Computers and Society · Computer Science 2017-05-24 Maria Henar Salas-Olmedo , Juan Carlos Garcia-Palomares , Javier Gutierrez

With the recent digital revolution, analyzing of tourists' behaviors and research fields associated with it have changed profoundly. It is now easier to examine behaviors of tourists using digital traces they leave during their travels. The…

Social and Information Networks · Computer Science 2025-12-18 Sonia Djebali , Quentin Gabot , Guillaume Guerard

The problem of destination accessibility is a vital concern in the sustainable tourism development in the emerging regions due to the increasing numbers of tourism business growth in the recent times. Tourism is one of the potential foreign…

Computers and Society · Computer Science 2013-02-22 Arunasalam Sambhanthan , Alice Good

Forecasting tourism demand has important implications for both policy makers and companies operating in the tourism industry. In this research, we applied methods and tools of social network and semantic analysis to study user-generated…

Econometrics · Economics 2021-05-18 A Fronzetti Colladon , B Guardabascio , R Innarella
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