Shrinkage estimation of the linear model with spatial interaction
Sign Up to like & getrecommendations! Published in 2017 at "Metrika"
DOI: 10.1007/s00184-016-0590-z
Abstract: The linear model with spatial interaction has attracted huge attention in the past several decades. Different from most existing research which focuses on its estimation, we study its variable selection problem using the adaptive lasso.… read more here.
Keywords: linear model; spatial interaction; estimation; model ... See more keywords
Spatial Interaction Models: from Numerical Experiments to Commercial Applications
Sign Up to like & getrecommendations! Published in 2018 at "Applied Spatial Analysis and Policy"
DOI: 10.1007/s12061-018-9287-1
Abstract: Spatial interaction models have seen extensive use in public and private sector planning over the past 50 years. This paper reviews a number of facets of the application of these models. In particular we focus on… read more here.
Keywords: spatial interaction; interaction models; numerical experiments; models numerical ... See more keywords
Exploring spatial interaction effects in freight trip generation model for intermediate and pure receiver establishment
Sign Up to like & getrecommendations! Published in 2021 at "Case Studies on Transport Policy"
DOI: 10.1016/j.cstp.2021.08.007
Abstract: Abstract Freight trip generation (FTG) plays an essential role in urban planning and traffic assessments for developing long-term transportation demand modeling. This study explored the spatial interaction effects on the development of FTG models for… read more here.
Keywords: spatial interaction; model; pure receiver; interaction effects ... See more keywords
Empirical investigation of retail fuel pricing: The impact of spatial interaction, competition and territorial factors
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DOI: 10.1016/j.eneco.2020.104876
Abstract: Abstract This paper explores the determinants of fuel prices by proposing an empirical framework that integrates three kinds of influencing factors: spatial interaction, competition and territorial factors. For competition, we define a general variable, the… read more here.
Keywords: interaction competition; spatial interaction; competition territorial; fuel ... See more keywords
Spatial-interaction network analysis of built environmental influence on daily public transport demand
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Transport Geography"
DOI: 10.1016/j.jtrangeo.2021.102991
Abstract: Abstract Many studies have evaluated the influence of the built environment on public transport. Some studies assign subjective weights to environmental factors, which could oversimplify spatial heterogeneity and overlook the temporal dimension. On the other… read more here.
Keywords: public transport; spatial interaction; interaction network; transport ... See more keywords
Modeling urban growth in a metropolitan area based on bidirectional flows, an improved gravitational field model, and partitioned cellular automata
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Geographical Information Science"
DOI: 10.1080/13658816.2018.1562067
Abstract: ABSTRACT Simulating urban landscape dynamics in metropolitan areas has attracted much attention lately, but the difficulty remains. Although large-scale urban simulation studies consider spatial interaction as an important factor, spatial interaction cannot be accurately measured… read more here.
Keywords: spatial interaction; improved gravitational; gravitational field; model ... See more keywords
SurfaceLens: near-surface spatial interaction with science museum exhibits
Sign Up to like & getrecommendations! Published in 2022 at "Digital Creativity"
DOI: 10.1080/14626268.2022.2039208
Abstract: ABSTRACT Smartphone applications have become an essential tool for museums because of their positive impact on visitor experience. However, smartphones can potentially distract visitors from the exhibit, crippling the hands-on experience. In this study, we… read more here.
Keywords: interaction; surface spatial; near surface; surface ... See more keywords
Modeling spatial interaction networks of the gut microbiota
Sign Up to like & getrecommendations! Published in 2022 at "Gut Microbes"
DOI: 10.1080/19490976.2022.2106103
Abstract: ABSTRACT How the gut microbiota is organized across space is postulated to influence microbial succession and its mutualistic relationships with the host. The lack of dynamic or perturbed abundance data poses considerable challenges for characterizing… read more here.
Keywords: modeling spatial; gut microbiota; networks gut; microbial interactions ... See more keywords
A Taxonomy of Spatial Interaction Patterns and Techniques
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DOI: 10.1109/mcg.2018.011461524
Abstract: This article presents a taxonomy of spatial interaction patterns and techniques and discusses specific examples. read more here.
Keywords: spatial interaction; taxonomy spatial; interaction patterns; patterns techniques ... See more keywords
A spatial interaction incorporated betweenness centrality measure
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DOI: 10.1371/journal.pone.0268203
Abstract: Betweenness centrality (BC) is widely used to identify critical nodes in a network by exploring the ability of all nodes to act as intermediaries for information exchange. However, one of its assumptions, i.e., the contributions… read more here.
Keywords: interaction incorporated; spatial interaction; network; betweenness centrality ... See more keywords
Urban Spatial Interaction Analysis Using Inter-City Transport Big Data: A Case Study of the Yangtze River Delta Urban Agglomeration of China
Sign Up to like & getrecommendations! Published in 2018 at "Sustainability"
DOI: 10.3390/su10124459
Abstract: A better understanding of the urban spatial interaction is important for optimizing the spatial structure and layout of urban agglomeration (UA). We develop a crawler program to compile online big data for urban spatial interaction… read more here.
Keywords: big data; spatial interaction; interaction analysis; interaction ... See more keywords