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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…

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

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

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…

社会与信息网络 · 计算机科学 2020-05-20 Ana P G Ferreira , Thiago H Silva , Antonio A F Loureiro

The analysis of longitudinal travel data enables investigating how mobility patterns vary across the population and identify the spatial properties thereof. The objective of this study is to identify the extent to which users explore…

物理与社会 · 物理学 2021-07-01 Oded Cats , Francesco Ferranti

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

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

Navigation behaviour can be considered as one of the most crucial aspects of user behaviour in an electronic commerce environment, which is very good indicator of user's interests either in the process of browsing or purchasing. Revealing…

社会与信息网络 · 计算机科学 2017-01-09 Vesna Kumbaroska , Pece Mitrevski

The disruption to tourism and travel caused by the COVID-related health crisis highlighted the potential of virtual tourism to provide a universally accessible way to engage in cultural experiences. 360-degree virtual tours, showing a…

人机交互 · 计算机科学 2023-10-18 Roman Shikhri , Lev Poretski , Joel Lanir

We tackle the issue of measuring and analyzing the visitors' dynamics in crowded museums. We propose an IoT-based system -- supported by artificial intelligence models -- to reconstruct the visitors' trajectories throughout the museum…

人机交互 · 计算机科学 2020-11-05 Pietro Centorrino , Alessandro Corbetta , Emiliano Cristiani , Elia Onofri

In urban transportation systems, mobility flows in the subway system reflect the spatial and temporal dynamics of working days. To investigate the variability of mobility flows, we analyse the spatial community through a series of snapshots…

计算机与社会 · 计算机科学 2017-02-21 Zhanwei Du , Bo Yang , Jiming Liu

This study examined which variables predicted the sense of presence (being there) in an immersive audio experience, with a focus on the impacts of immersion technology (headphones with spatialised sound versus speaker with 2D stereo sound),…

人机交互 · 计算机科学 2024-06-11 Isabelle Verhulst , Rich Hemming , Adam Ganz , James Bennett , Rachel Donnelly , Dawn Watling , Polly Dalton

Virtual museums aim to promote access to cultural artifacts. However, they often face the challenge of getting audiences to read and understand a large amount of information in an uncontrolled online environment. Inspired by successful…

人机交互 · 计算机科学 2019-02-12 Zhenjie Zhao

Accurately analyzing and modeling online browsing behavior play a key role in understanding users and technology interactions. In this work, we design and conduct a user study to collect browsing data from 31 participants continuously for…

计算机与社会 · 计算机科学 2021-08-17 Yuliia Lut , Michael Wang , Elissa M. Redmiles , Rachel Cummings

This study presents an initial framework for distinguishing group and single pedestrians based on real-world trajectory data, with the aim of analyzing their differences in space utilization and emergent behavioral patterns. By segmenting…

计算机视觉与模式识别 · 计算机科学 2025-08-27 Amartaivan Sanjjamts , Morita Hiroshi

This paper explores the association between brand importance and growth in museum visitors. We analyzed 10 years of online forum discussions and applied the Semantic Brand Score (SBS) to assess the brand importance of five European Museums.…

计算与语言 · 计算机科学 2021-05-18 A. Fronzetti Colladon , F. Grippa , R. Innarella

Static information presentation in VR cultural heritage often causes cognitive overload or under-stimulation. We introduce a closed-loop adaptive interface that tailors content depth to real-time visitor behavior through implicit multimodal…

人机交互 · 计算机科学 2026-03-17 Joseph Damouni , Wadia Tanus , Naomi Unkelos-Shpigel

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

Healthcare visitation patterns are influenced by a complex interplay of hospital attributes, population socioeconomics, and spatial factors. However, existing research often adopts a fragmented approach, examining these determinants in…

机器学习 · 计算机科学 2026-01-23 Binbin Lin , Lei Zou , Hao Tian , Heng Cai , Yifan Yang , Bing Zhou

The transportation sector has the potential to enable a greener future if aligned with increasing mobility needs. Making public transport an attractive alternative to individual transportation requires real-world data to investigate reasons…

人机交互 · 计算机科学 2024-12-23 Esther Bosch , Ricarda Luther , Klas Ihme
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