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A machine learning approach for predicting hurricane evacuee destination location using smartphone location data 一种利用智能手机位置数据预测飓风撤离者目的地位置的机器学习方法
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-09-14 DOI: 10.1007/s43762-023-00102-0
Prosper K. Anyidoho, Xinglong Ju, Rachel A. Davidson, Linda K. Nozick
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引用次数: 0
Online and in-store shopping interactions for non-essential experience goods 非必需体验品的线上与店内购物互动
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-09-13 DOI: 10.1007/s43762-023-00105-x
Ibukun Titiloye, Md Al Adib Sarker, Hamidreza Asgari, Xia Jin
Abstract The online and in-store shopping landscape underwent transformative shifts due to the Covid-19 pandemic, potentially leading to novel hybrid shopping behaviors following the availability of Covid-19 vaccines. However, these new dynamics, especially for non-essential experience goods which were heavily impacted by lockdowns, remain relatively unexplored. Moreover, variations in such dynamics within the same product class are not well understood. This study investigates the interactions between online and in-store shopping behaviors across four categories of non-essential experience goods: clothing, shoes, watches, and jewelry (CSWJ); beauty and health products (BH); toys, kids, and baby supplies (TKB); and home, garden, and tools (HGT). Data from over 2,000 Florida residents collected in early 2021, encompassing purchase frequencies, attitudes, and socio-demographic attributes, were analyzed using separate bidirectional structural equation models. Findings indicate that the relationship between online and in-store shopping for CSWJ and TKB exhibited reciprocal complementarity effects. In contrast, BH and HGT displayed an asymmetric reciprocal relationship, with in-store shopping showing no significant influence on online shopping. Results on the mediating influence of attitudes on shopping behaviors showed that a pro-online shopping attitude and preference for alternative travel modes positively influenced online shopping frequency, while the joy of shopping and data privacy/security concerns emerged as drivers of in-store shopping across all product categories. In sum, this study underscores the presence of product-specific heterogeneity even within the experience goods class, contributing to the complex interactions between online and in-store shopping behaviors.
由于Covid-19大流行,在线和实体店购物格局发生了变革性变化,在Covid-19疫苗可用后可能导致新的混合购物行为。然而,这些新的动态,特别是受封锁严重影响的非必要体验商品,仍然相对未被探索。此外,在同一产品类别中,这种动态变化并没有得到很好的理解。本研究调查了四类非必需品体验商品(服装、鞋子、手表和珠宝)的在线和实体店购物行为之间的相互作用;美容和保健产品(BH);玩具、儿童和婴儿用品(TKB);以及家、花园和工具(HGT)。2021年初收集的2000多名佛罗里达州居民的数据,包括购买频率、态度和社会人口属性,使用单独的双向结构方程模型进行了分析。研究结果表明,CSWJ和TKB在网上和实体店购物之间表现出相互互补的关系。相反,BH与HGT呈现不对称的反向关系,店内购物对网上购物没有显著影响。关于态度对购物行为的中介影响的结果表明,支持网上购物的态度和对替代旅行方式的偏好对网上购物频率产生了积极影响,而购物的乐趣和数据隐私/安全问题成为所有产品类别店内购物的驱动因素。总之,本研究强调了即使在体验商品类别中也存在产品特定异质性,这导致了在线和实体店购物行为之间复杂的相互作用。
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引用次数: 1
Artificial Intelligence for road quality assessment in smart cities: a machine learning approach to acoustic data analysis 智能城市道路质量评估的人工智能:声学数据分析的机器学习方法
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-09-08 DOI: 10.1007/s43762-023-00104-y
S. Jagatheesaperumal, Simon Elias Bibri, Shrivarshni Ganesan, Poongkalai Jeyaraman
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引用次数: 0
“Re-evaluating the health performance of historical buildings using WELLV1 rating system” “使用WELLV1评级系统重新评估历史建筑的健康性能”
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-31 DOI: 10.1007/s43762-023-00103-z
H. Raslan, Dalia Shebl Saeed
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引用次数: 0
Urban cooling potential and cost comparison of heat mitigation techniques for their impact on the lower atmosphere 城市冷却潜力和减热技术对低层大气影响的成本比较
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-08-04 DOI: 10.1007/s43762-023-00101-1
Ansar Khan, Laura Carlosena, Samiran Khorat, Rupali Khatun, Debashish Das, Quang‐Van Doan, R. Hamdi, Sk Mohammad Aziz, H. Akbari, M. Santamouris, D. Niyogi
{"title":"Urban cooling potential and cost comparison of heat mitigation techniques for their impact on the lower atmosphere","authors":"Ansar Khan, Laura Carlosena, Samiran Khorat, Rupali Khatun, Debashish Das, Quang‐Van Doan, R. Hamdi, Sk Mohammad Aziz, H. Akbari, M. Santamouris, D. Niyogi","doi":"10.1007/s43762-023-00101-1","DOIUrl":"https://doi.org/10.1007/s43762-023-00101-1","url":null,"abstract":"","PeriodicalId":72667,"journal":{"name":"Computational urban science","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43662918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
AI-enabled strategies for climate change adaptation: protecting communities, infrastructure, and businesses from the impacts of climate change 人工智能支持的气候变化适应战略:保护社区、基础设施和企业免受气候变化的影响
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-07-17 DOI: 10.1007/s43762-023-00100-2
Harshita Jain, R. Dhupper, A. Shrivastava, Deepak Kumar, Maya Kumari
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引用次数: 1
Automating intersection marking data collection and condition assessment at scale with an artificial intelligence-powered system 用人工智能驱动的系统大规模自动化交叉口标记数据收集和状况评估
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-07-13 DOI: 10.1007/s43762-023-00098-7
Kun Xie, Huiming Sun, Xiaomeng Dong, Hong Yang, Hongkai Yu
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引用次数: 0
Urban expansion of Korhogo City (Côte d’Ivoire) using gis and nocturnal remote sensing 利用地理信息系统和夜间遥感的科霍戈市(Côte科特迪瓦)城市扩张
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-07-06 DOI: 10.1007/s43762-023-00099-6
Gaoussou Sylla, Talnan Jean Honore Coulibaly, Naga Coulibaly, Koffi Claude Alain Kouadio, Houebagnon Saint Jean Patrick Coulibaly, Souleymane Cissé, K. Sie, Issa Camara, Kouadio Henri Joel N’guessan
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引用次数: 0
Seasonal characteristics of crime: an empirical investigation of the temporal fluctuation of the different types of crime in London 犯罪的季节性特征:伦敦不同类型犯罪时间波动的实证研究
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-05-04 DOI: 10.1007/s43762-023-00094-x
N. Shiode, S. Shiode, Hayato Nishi, Kimihiro Hino
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引用次数: 0
Why do we love the high line? A case study of understanding long-term user experiences of urban greenways 为什么我们喜欢高线?理解城市绿道长期用户体验的案例研究
Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2023-04-27 DOI: 10.1007/s43762-023-00093-y
Yang Song, Ruiqi Yang, Hongmei Lu, Jessica Fernandez, Tong Wang
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引用次数: 3
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Computational urban science
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