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People's behavior on online social networks, which store geo-tagged information showing where people were or are at the moment, can provide information about their offline life as well. In this paper we present one possible research…

Social and Information Networks · Computer Science 2016-06-28 Iva Bojic , Alexander Belyi , Carlo Ratti , Stanislav Sobolevsky

There is an increasing trend of people leaving digital traces through social media. This reality opens new horizons for urban studies. With this kind of data, researchers and urban planners can detect many aspects of how people live in…

Social and Information Networks · Computer Science 2015-06-02 Silvia Paldino , Iva Bojic , Stanislav Sobolevsky , Carlo Ratti , Marta C. Gonzalez

Cities are characterized by concentrating population, economic activity and services. However, not all cities are equal and a natural hierarchy at local, regional or global scales spontaneously emerges. In this work, we introduce a method…

Physics and Society · Physics 2015-07-24 Maxime Lenormand , Bruno Gonçalves , Antònia Tugores , José J. Ramasco

Tourism is an exciting thing to be visited by people in the world. Search for attractive and popular places can be done through social media. Data from social media or websites can be used as a reference to find current travel trends and…

Social and Information Networks · Computer Science 2022-09-30 Shoffan Saifullah

In the advent of a pervasive presence of location sharing services researchers gained an unprecedented access to the direct records of human activity in space and time. This paper analyses geo-located Twitter messages in order to uncover…

Social and Information Networks · Computer Science 2014-03-03 Bartosz Hawelka , Izabela Sitko , Euro Beinat , Stanislav Sobolevsky , Pavlos Kazakopoulos , Carlo Ratti

We aim to study the temporal patterns of activity in points of interest of cities around the world. In order to do so, we use the data provided by the online location-based social network Foursquare, where users make check-ins that indicate…

Physics and Society · Physics 2023-03-29 Francisco Betancourt , Alejandro P. Riascos , José L. Mateos

Many modern tourists want to know about everyday life and spend time like a local in a new city. Current tools and guides typically provide them with lists of sights to see, which do not meet their needs. Manually building new tools for…

Human-Computer Interaction · Computer Science 2021-12-23 Dan Tasse , Jason I. Hong

The number of people who decide to share their photographs publicly increases every day, consequently making available new almost real-time insights of human behavior while traveling. Rather than having this statistic once a month or…

Social and Information Networks · Computer Science 2016-06-27 Iva Bojic , Ivana Nizetic-Kosovic , Alexander Belyi , Vedran Podobnik , Stanislav Sobolevsky , Stanislav Sobolevsky , Carlo Ratti

Tourism favors more economic activities, employment, revenues and plays a significant role in development; thus, the improvement of this activity is a strategic task. In this work, we show how social sensing can be used to understand the…

Social and Information Networks · Computer Science 2020-05-20 Ana P G Ferreira , Thiago H Silva , Antonio A F Loureiro

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

Businesses, tourism attractions, public transportation hubs and other points of interest are not isolated but part of a collaborative system. Making such collaborative network surface is not always an easy task. The existence of data-rich…

Social and Information Networks · Computer Science 2017-09-22 Christian Junker , Zaenal Akbar , Martí Cuquet

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 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

A better understanding of the behavior of tourists is strategic for improving services in the competitive and important economic segment of global tourism. Critical studies in the literature often explore the issue using traditional data,…

Social and Information Networks · Computer Science 2022-03-14 Lucas Skora , Helen Senefonte , Myriam Delgado , Ricardo Lüders , Thiago Silva

POI recommendation is a key task in tourism information systems. However, in contrast to conventional point of interest (POI) recommender systems, the available data is extremely sparse; most tourist visit a few sightseeing spots once and…

Information Retrieval · Computer Science 2021-11-18 Kun Yi , Ryu Yamagishi , Taishan Li , Zhengyang Bai , Qiang Ma

In this paper, a model (called the elliptic model) is proposed to estimate the number of social ties between two locations using population data in a similar manner to how transportation research deals with trips. To overcome the asymmetry…

Physics and Society · Physics 2014-05-05 C Herrera-Yagüe , CM Schneider , Z Smoreda , T Couronné , PJ Zufiria , MC González

Scientific studies investigating laws and regularities of human behavior are nowadays increasingly relying on the wealth of widely available digital information produced by human social activity. In this paper we leverage big data created…

Social and Information Networks · Computer Science 2016-01-22 Stanislav Sobolevsky , Iva Bojic , Alexander Belyi , Izabela Sitko , Bartosz Hawelka , Juan Murillo Arias , Carlo Ratti

We propose a new task of recommending touristic locations based on a user's visiting history in a geographically remote region. This can be used to plan a touristic visit to a new city or country, or by travel agencies to provide…

Information Retrieval · Computer Science 2024-10-30 Maarten Clements , Pavel Serdyukov , Arjen P. de Vries , Marcel J. T. Reinders

The website network of a tourism destination is examined. Network theoretic metrics are used to gauge the static and dynamic characteristics of the webspace. The topology of the network is found partly similar to the one exhibited by…

Physics and Society · Physics 2009-11-11 Rodolfo Baggio

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
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