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In this paper, we propose a new measure to estimate the similarity between brands via posts of brands' followers on social network services (SNS). Our method was developed with the intention of exploring the brands that customers are likely…

社会与信息网络 · 计算机科学 2020-01-13 Yiwei Zhang , Xueting Wang , Yoshiaki Sakai , Toshihiko Yamasaki

Understanding the dynamics of passenger interactions and their epidemiological impact throughout public transportation systems is crucial for both service efficiency and public health. High passenger density and close physical proximity has…

社会与信息网络 · 计算机科学 2025-01-28 László Hajdu , Jovan Pavlović , Miklós Krész , András Bóta

Socio-economic constructs and urban topology are crucial drivers of human mobility patterns. During the coronavirus disease 2019 pandemic, these patterns were reshaped in their components: the spatial dimension represented by the daily…

Neighborhoods populated by amenities--such as restaurants, cafes, and libraries--are considered to be a key property of desirable cities. Yet, despite the global enthusiasm for amenity-rich neighborhoods, little is known about the empirical…

物理与社会 · 物理学 2016-07-21 César A. Hidalgo , Elisa E. Castañer

Understanding spatial openness is vital for improving residential quality and design; however, studies often treat its influencing factors separately. This study developed a quantitative framework to evaluate the spatial openness in housing…

计算机视觉与模式识别 · 计算机科学 2025-12-23 Takuya OKi , Yuan Liu

The use of mobile phone call detail records and device location data for the calling patterns, movements, and social contacts of individuals, has proven to be valuable for devising models and understanding of their mobility and behaviour…

物理与社会 · 物理学 2023-04-18 Tuomas Takko , Kunal Bhattacharya , Kimmo Kaski

Getting insights on human mobility patterns and being able to reproduce them accurately is of the utmost importance in a wide range of applications from public health, to transport and urban planning. Still the relationship between the…

物理与社会 · 物理学 2020-10-15 Maxime Lenormand , Juan Murillo Arias , Maxi San Miguel , José J. Ramasco

As more and more people continue to live in highly urbanised areas across the globe, reliable accessibility to amenities and services plays a vital role in sustainable development. One of the challenges in addressing this issue is the…

物理与社会 · 物理学 2022-07-05 Hoai Nguyen Huynh

The COVID-19 pandemic has been influencing travel behaviour in many urban areas around the world since the beginning of 2020. As a consequence, bike-sharing schemes have been affected partly due to the change in travel demand and behaviour…

应用统计 · 统计学 2022-01-19 Shahram Heydari , Garyfallos Konstantinoudis , Abdul Wahid Behsoodi

During the epidemics of COVID-19, the whole world is experiencing a serious crisis on public health and economy. Understanding human mobility during the pandemic helps one to design intervention strategies and resilience measures. The…

物理与社会 · 物理学 2021-02-12 Xinwei Chai , Xian Guo , Jihua Xiao , Jie Jiang

Musical tastes reflect our unique values and experiences, our relationships with others, and the places where we live. But as each of these things changes, do our tastes also change to reflect the present, or remain fixed, reflecting our…

社会与信息网络 · 计算机科学 2019-04-11 Samuel F. Way , Santiago Gil , Ian Anderson , Aaron Clauset

This paper is concerned with a store-choice model for investigating consumers' store-choice behavior based on scanner panel data. Our store-choice model enables us to evaluate the effects of the consumer/product attributes not only on the…

应用统计 · 统计学 2017-04-04 Toshiki Sato , Yuichi Takano , Takanobu Nakahara

Predicting future consumer behaviour is one of the most challenging problems for large scale retail firms. Accurate prediction of consumer purchase pattern enables better inventory planning and efficient personalized marketing strategies.…

机器学习 · 计算机科学 2020-10-15 Ankur Verma

Similarity measures play a fundamental role in memory-based nearest neighbors approaches. They recommend items to a user based on the similarity of either items or users in a neighborhood. In this paper we argue that, although it keeps a…

信息检索 · 计算机科学 2019-07-05 Vito Walter Anelli , Joseph Trotta , Tommaso Di Noia , Eugenio Di Sciascio , Azzurra Ragone

This study employs a Bayesian Probit model to empirically analyze peer effects and herd behavior among consumers during the "Double 11" shopping festival, using data collected through a questionnaire survey. The results demonstrate that…

计量经济学 · 经济学 2024-12-03 Hambur Wang

Rapid urbanization and growing vehicle ownership exacerbate traffic congestion and prolong commute times. We examine the self-organizing dynamics of residential choice via a hypothetical home-swapping process to mitigate peak-hour traffic…

物理与社会 · 物理学 2026-04-30 Yu-Qing Liu , Chen Zhao , Xiao-Yong Yan , Xiaoyue Hou , Chi Ho Yeung , An Zeng

Behavior-disease models suggest that pandemics can be contained cost-effectively if individuals take preventive actions when disease prevalence rises among their close contacts. However, assessing local awareness behavior in real-world…

物理与社会 · 物理学 2025-04-16 Gergely Ódor , Márton Karsai

This study measures the long memory of investor-segregated cash flows within the Korean equity market from 2015 to 2024. Applying detrended fluctuation analysis (DFA) to BUY, SELL, and NET aggregates, we estimate the Hurst exponent ($H$)…

综合金融 · 定量金融 2025-08-29 Gabjin Oh

To complement traditional dietary surveys, which are costly and of limited scale, researchers have resorted to digital data to infer the impact of eating habits on people's health. However, online studies are limited in resolution: they are…

计算机与社会 · 计算机科学 2019-05-02 Luca Maria Aiello , Rossano Schifanella , Daniele Quercia , Lucia Del Prete

Purpose: In 2009, US coupons set a new record of 367 billion coupons distributed. Yet, while coupon distribution is on the rise, redemption rates remain below 1 percent. This paper aims to show how recognizing context variables, such as…

计算机与社会 · 计算机科学 2020-05-15 Sarah Spiekermann , Matthias Rothensee , Michael Klafft