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Exploring Invariants & Patterns in Human Commute time [article]

Hongyan Cui, Yuxiao Wu, Stanislav Sobolevskv, Shuai Xu, Carlo Ratti
2015 arXiv   pre-print
For humans, the commute of an individual seems revealing no regular universal patterns, but it is true that people try to find a satisfactory state of life regarding commute issues.  ...  Marchetti states a certain regularity in human commute time distribution - specifically, it states that no matter when, where and how far away people live, they always tend to spend approximately the same  ...  While, what we have presented is still a novel discovery about the commute patterns of modern cities in China. Overall, we develop a methodology that allows us to interrogate human commute behaviors.  ... 
arXiv:1510.03952v2 fatcat:enaf662vkfcrpgrd4udrwllz4m

The universality in urban commuting across and within cities [article]

Lei Dong, Paolo Santi, Yu Liu, Siqi Zheng, Carlo Ratti
2022 arXiv   pre-print
Our results further show that the scale-invariants of human mobility will ultimately lead to the polycentric transition in cities, which could be used to better inform urban development strategies.  ...  These regularities can be generalized as two laws: (i) the scale-invariance of the average commuting distance across cities, which is a long-awaited validation of Marchetti's constant conjecture, and (  ...  Acknowledgments We would like to thank Meng Li and Hongbin Pei for providing help in data preprocessing.  ... 
arXiv:2204.12865v1 fatcat:5dbuzfso4fdrxeinxb7ord3mna

Exploring Universal Patterns in Human Home-Work Commuting from Mobile Phone Data

Kevin S. Kung, Kael Greco, Stanislav Sobolevsky, Carlo Ratti, José J. Ramasco
2014 PLoS ONE  
One of the key assumptions in this domain of study is the universal uniformity of commute times.  ...  In car-only (Milan GPS traces) and car-heavy (Saudi Arabia) commute datasets, we see that commute time is indeed influenced by commute distance.  ...  The same plots, as cumulative density functions, are shown in Figure S4 for comparative purposes. doi:10.1371/journal.pone.0096180.g002 Exploring Universal Patterns in Human Commuting from Mobile Phone  ... 
doi:10.1371/journal.pone.0096180 pmid:24933264 pmcid:PMC4059629 fatcat:y3vse6nw3jbdday2hx4myzpwzi

Evaluating the dynamic impacts of urban form on transportation and environmental outcomes in US cities

S. B. Kashem, A. Irawan, B. Wilson
2014 International Journal of Environmental Science and Technology  
We found that the influence of urban centrality or the strength of urban subcenters on the travel pattern of commuters and transit users is dynamic.  ...  This suggests that people living in cities with stronger centers drive less and use public transportation more over time.  ...  In fixed effects model, the coefficients and errors of time-invariant variables (c and a i ) are eliminated and so, we cannot estimate the influence of those time-invariant factors.  ... 
doi:10.1007/s13762-014-0630-z fatcat:silagzsw2req7dfgzx3fefbxyy

Joint Determination of Residential Relocation and Commuting: A Forecasting Experiment for Sustainable Land Use and Transportation Planning

Jaewon Lim, Jae Hong Kim
2019 Sustainability  
More specifically, using recent inter-county migration and commuting pattern data for the three largest metropolitan areas in California, it examines how residential relocation and commuting are associated  ...  in the regions and whether a unified framework—in which household relocation and commuting flow matrices are jointly determined—can improve the forecasting performance.  ...  Acknowledgments: An earlier version of this paper was presented at the 33rd International Symposium on Forecasting in Seoul, Korea.  ... 
doi:10.3390/su11010182 fatcat:6cxe6skv6renzgeehsv2h3mc4q

Quantitative Technology Forecasting Techniques [chapter]

Steven R.
2012 Technological Change  
For example, travel and communication patterns, depicted in broad averages of commuting or foraging times, or in numbers of human exchanges, have been shown to be constant across time and cultures.  ...  The proceeding graphs (Figures 12 to 14) show human exploration patterns of our sailings across space: to the Moon, Venus, and Mars.  ...  I anticipate that this book will decisively contribute in this regard. How to reference In order to correctly reference this scholarly work, feel free to copy and paste the following: Steven R.  ... 
doi:10.5772/38024 fatcat:clfdxkkyenfszpwnjxyx26cftq

Exact Solution of the Gyration Radius of an Individual's Trajectory for a Simplified Human Regular Mobility Model

Xiao-Yong Yan, Xiao-Pu Han, Tao Zhou, Bing-Hong Wang
2011 Chinese Physics Letters  
Gyration radius of individual's trajectory plays a key role in quantifying human mobility patterns.  ...  In this Letter, we propose a simplified human mobility model to simulate individual's daily travel with three sequential activities: commuting to workplace, going to do leisure activities and returning  ...  are nearly invariant.  ... 
doi:10.1088/0256-307x/28/12/120506 fatcat:mhn6az4d5bhqlfssaaw4ln64ne

3D-Model Retrieval Using Bag-of-Features Based on Closed Curves [article]

Rachid El Khoury, Jean-Philippe Vandeborre, Mohamed Daoudi
2013 Eurographics Workshop on 3D Object Retrieval, EG 3DOR  
We define an invariant scalar function on the surface based on the commute-time distance. Our mapping function respects important properties in order to compute robust closed curves.  ...  Bag-of-feature technique is a popular approach in areas of computer vision and pattern recognition.  ...  Definition of our mapping function We define our mapping function using the commute time distance.  ... 
doi:10.2312/3dor/3dor13/101-104 fatcat:spwihjvrwverlfymh7nd4imvcu

A Qualitative Survey Technique to Explore Decision Making Behaviour in New Contexts [chapter]

Shomik Raj Mehndiratta, Rosella Picado, Christoffel Venter
2003 Transport Survey Quality and Innovation  
Exploratory qualitative research is becoming increasingly commonplace in transportation research, both as a precursor to a traditional, quantitative study, and for the insights it offers by itself.  ...  The purpose of this paper is to illustrate the use of qualitative surveys based on semistructured open-ended interviews to explore poorly-understood aspects of travel behavior.  ...  the study of complex systems such as human activity patterns.  ... 
doi:10.1108/9781786359551-017 fatcat:hvz45hdrqfatpk2jscnsgajgv4

A Theory of Urban Growth

Duncan Black, Vernon Henderson
1999 Journal of Political Economy  
In an economy experiencing endogenous economic growth and exogenous population growth, we explore two main themes: how urbanization affects efficiency of the growth process and how growth affects patterns  ...  In addition, we explore how growth involves real income differences across city types and how urbanization can foster income inequality.  ...  (b) The relative allocation of population across cities is time-invariant.  ... 
doi:10.1086/250060 fatcat:luxcazuqxvghtd6fcsnnfjke4e

Modeling City Pulsation Via Mobile Data

Suhad Faisal Behadili *1, Cyrille Bertelle 2, Loay E. George 1
2018 Zenodo  
The most pivot questions of this research are: Why human mobility studied? What are the human life patterns in the observed region inside Rouen city during Armada festival?  ...  The radius of gyration parameter has been applied to elaborate human life patterns with regards to (work, off) days for the observed data.  ...  Data mining methodologies are contributed in representing human mobility, the scientists in research [14] attempt to represent human mobility patterns depending on mobile spatial indication by building  ... 
doi:10.5281/zenodo.1250517 fatcat:drlds76fefhvzn3ziiwwv6rkbi

Commuter behaviour in public transport and their implications to policies and optimal use

Leovigildo Lito D. Mallillin, PhD, Email:, Amada G. Banaag, PhD, Email:, Jocelyn B. Mallillin, Email:, Eduardo A. Carag, PhD Associate Professor, Email Address:
2020 Journal of studies in social sciences and humanities (JSSSH)  
The study aims to find the differences in the behavior of commuters in public transport, determine the implications of these behavior differences as to safe regulations and technologies, optimal transport  ...  Results show that most commuters were 41 years old and above, women and whose type of employment is on the government sector.  ...  It explores that public transport in the subject well-being connectivity mode commute.  ... 
doaj:e2bd4cdbff7645658a2756e753077654 fatcat:5cpmnrcogbhndnpeecw3fwmyxe

Katara: Synthesizing CRDTs with Verified Lifting [article]

Shadaj Laddad, Conor Power, Mae Milano, Alvin Cheung, Joseph M. Hellerstein
2022 arXiv   pre-print
Our process follows the tradition of work in verified lifting, including an encoding of correctness into SMT logic using synthesized inductive invariants and hand-crafted grammars for the CRDT state and  ...  Key to this process is a new formal definition of CRDT correctness that combines a reference sequential type with a lightweight ordering constraint that resolves conflicts between non-commutative operations  ...  Shadaj Laddad is supported in part by the NSF Graduate Research Fellowship Program under Grant No. DGE 2146752.  ... 
arXiv:2205.12425v2 fatcat:pz6c6tepmfc53do4wpmfdfu7mu


1998 International Journal of General Systems  
He meant to explore the deepest possible elements of human thought. 3 The Ordered Pair and a Non-numerical Small World Consider the ordered pair [a, b] as representative of a step.  ...  In order to keep track of this non-commutative time-shifting, we write D(X) = J(X ′ − X) where the element J is a special time-shifter satisfying the property ZJ = JZ ′ for any Z.  ... 
doi:10.1080/03081079808962067 fatcat:7dhjwq7lm5a4xdldmycacj7pvm


Zhaoxi ZHANG, Ying LONG
2019 Landscape Architecture Frontiers  
Matlab 行为特征 Behavior 生活方式与时间分配 Lifestyle and time use 空间移动 Space 场所驻留与路径跟随 Places and tracks 行为信息 Behavior 地点信息 Place 时间信息 Time 频率信息 Frequency 叙事性 Narrative descriptions 空间性 Spatiality 连续性 Continuity  ...  设备电量不足,晚间通勤未记录完整 Commuting at night was not collected because the battery had run out 设备电量不足,晚间通勤未记录完整 Commuting at night was not collected because the battery had run out 设备电量不足,晚间通勤未记录完整 Commuting at  ...  Limited by human labor and time cost, it has been difficult to objectively and continuously track and collect data of an objected individual in a long period of time.  ... 
doi:10.15302/j-laf-20190203 fatcat:sgdnwwqonnbavh5r2hrzkmj52m
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