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We present an all-around study of the visitors flow in crowded museums: a combination of Lagrangian field measurements and statistical analyses enable us to create stochastic digital-twins of the guests dynamics, unlocking comfort- and…

物理与社会 · 物理学 2021-06-01 Pietro Centorrino , Alessandro Corbetta , Emiliano Cristiani , Elia Onofri

The unexpected historical period we are living has abruptly pushed us to loosen any sort of interaction between individuals, gradually forcing us to deal with new ways to allow compliance with safety distances; indeed the present situation…

计算机与社会 · 计算机科学 2021-11-09 Damiano Perri , Marco Simonetti , Alex Bordini , Simone Cimarelli , Osvaldo Gervasi

Art Museums traditionally employ observations and surveys to enhance their knowledge of visitors' behavior and experience. However, these approaches often produce spatially and temporally limited empirical evidence and measurements. Only…

计算机与社会 · 计算机科学 2020-06-24 Yuji Yoshimura , Anne Krebs , Carlo Ratti

Museums often suffer from so-called "hyper-congestion", wherein the number of visitors exceeds the capacity of the physical space of the museum. This can potentially deteriorate the quality of visitor's experience disturbed by other…

Individual tracking of museum visitors based on portable radio beacons, an asset for behavioural analyses and comfort/performance improvements, is seeing increasing diffusion. Conceptually, this approach enables room-level localisation…

物理与社会 · 物理学 2022-02-08 Elia Onofri , Alessandro Corbetta

The Internet of Behaviors (IoB) puts human behavior at the core of engineering intelligent connected systems. IoB links the digital world to human behavior to establish human-driven design, development, and adaptation processes. This paper…

软件工程 · 计算机科学 2022-01-07 Mahyar T. Moghaddam , Henry Muccini , Julie Dugdale , Mikkel Baun Kjærgaard

Understanding the complex behavior of pedestrians walking in crowds is a challenge for both science and technology. In particular, obtaining reliable models for crowd dynamics, capable of exhibiting qualitatively and quantitatively the…

物理与社会 · 物理学 2018-04-12 Alessandro Corbetta , Luca Bruno , Adrian Muntean , Federico Toschi

In order to analyse the behaviour of pedestrians at the very fine scale, while moving along the streets, in open spaces or inside a building, simulation modelling becomes an essential tool. In these spatial environments, in the presence of…

This paper proposes a graph-based approach to representing spatio-temporal trajectory data that allows an effective visualization and characterization of city-wide traffic dynamics. With the advance of sensor, mobile, and Internet of Things…

机器学习 · 计算机科学 2022-12-07 Jiwon Kim , Kai Zheng , Jonathan Corcoran , Sanghyung Ahn , Marty Papamanolis

The Internet of Things (IoT) can enable smart infrastructures to provide advanced services to the users. New technological advancement can improve our everyday life, even simple tasks as a visit to the museum. In this paper, an indoor…

网络与互联网体系结构 · 计算机科学 2023-07-19 Petros Spachos , Konstantinos N. Plataniotis

Smart video sensors for applications related to surveillance and security are IOT-based as they use Internet for various purposes. Such applications include crowd behaviour monitoring and advanced decision support systems operating and…

计算机视觉与模式识别 · 计算机科学 2019-06-11 Antoine Rimboux , Rob Dupre , Thomas Lagkas , Panagiotis Sarigiannidis , Paolo Remagnino , Vasileios Argyriou

This paper proposes a random walk model to analyze visitors' mobility patterns in a large museum. Visitors' available time makes their visiting styles different, resulting in dissimilarity in the order and number of visited places and in…

物理与社会 · 物理学 2019-11-25 Yuji Yoshimura , Roberta Sinatra , Anne Krebs , Carlo Ratti

Lack of data is a recurring problem in Artificial Intelligence, as it is essential for training and validating models. This is particularly true in the field of cultural heritage, where the number of open datasets is relatively limited and…

人机交互 · 计算机科学 2026-02-13 Alexanne Worm , Florian Marchal , Sylvain Castagnos

Internet of Things (IoT) infrastructure within the physical library environment is the basis for an integrative, hybrid approach to digital resource recommenders. The IoT infrastructure provides mobile, dynamic wayfinding support for items…

数字图书馆 · 计算机科学 2019-02-04 Jim Hahn

Understanding crowd mobility behaviors would be a key enabler for crowd management in smart cities, benefiting various sectors such as public safety, tourism and transportation. This article discusses the existing challenges and the recent…

信号处理 · 电气工程与系统科学 2019-09-19 Gürkan Solmaz , Fang-Jing Wu , Flavio Cirillo , Ernö Kovacs , Juan Ramón Santana , Luis Sánchez , Pablo Sotres , Luis Muñoz

Management of crowd information in public transportation (PT) systems is crucial, both to foster sustainable mobility, by increasing the user's comfort and satisfaction during normal operation, as well as to cope with emergency situations,…

计算机与社会 · 计算机科学 2022-11-18 Donatella Darsena , Giacinto Gelli , Ivan Iudice , Francesco Verde

This study explores visitor behaviour at The British Museum using data science methods applied to novel sources, including audio guide usage logs and TripAdvisor reviews. Analysing 42,000 visitor journeys and over 50,000 reviews, we…

社会与信息网络 · 计算机科学 2025-11-03 Naomi Muggleton , Timothy Monteath , Taha Yasseri

Studies on microscopic pedestrian requires large amounts of trajectory data from real-world pedestrian crowds. Such data collection, if done manually, needs tremendous effort and is very time consuming. Though many studies have asserted the…

计算机视觉与模式识别 · 计算机科学 2016-09-08 Saman Saadat , Kardi Teknomo

Human motion and behaviour in crowded spaces is influenced by several factors, such as the dynamics of other moving agents in the scene, as well as the static elements that might be perceived as points of attraction or obstacles. In this…

计算机视觉与模式识别 · 计算机科学 2017-05-09 Federico Bartoli , Giuseppe Lisanti , Lamberto Ballan , Alberto Del Bimbo

The following paper describes a collaborative project involving researchers at Durham University, and professionals at the Bowes Museum, Barnard Castle, County Durham, UK, during which we used fixed and mobile eye tracking to understand how…

计算机视觉与模式识别 · 计算机科学 2025-04-29 Claire Warwick , Andrew Beresford , Soazig Casteau , Hubert P. H. Shum , Dan Smith , Francis Xiatian Zhang
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