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A Modeling Framework for Individual-Based Urban Mobility Based on Data Fusion
13 references·1 citing·46 second hopsampled
A Modeling Framework for Individual-Based Urban Mobility Based on Data Fusion (2018)A Modeling Framework for Individual-Based…Understanding the Spatial Structure of Urban Commuting Using Mobile Phone Location Data: A Case Study of Shenzhen, China (2018)Understanding the Spatial Str…Transportation in Agent-Based Urban Modelling (2017)Transportation in Agent-Based…Understanding the bias of call detail records in human mobility research (2016)Understanding the bias of cal…The TimeGeo modeling framework for urban mobility without travel surveys (2016)The TimeGeo modeling framewor…Algorithmic Geographies: Big Data, Algorithmic Uncertainty, and the Production of Geographic Knowledge (2016)Algorithmic Geographies: Big …Simulating Transport and Land Use Interdependencies for Strategic Urban Planning—An Agent Based Modelling Approach (2015)Simulating Transport and Land…Methodologies for Cross-Domain Data Fusion: An Overview (2015)Methodologies for Cross-Domai…Unravelling daily human mobility motifs (2013)Unravelling daily human mobil…Modeling and probabilistic reasoning of population evacuation during large-scale disaster (2013)Modeling and probabilistic re…Understanding individual mobility patterns from urban sensing data: A mobile phone trace example (2012)Understanding individual mobi…Correlating mobile phone usage and travel behavior – A case study of Harbin, China (2011)Correlating mobile phone usag…Fifty Years of Urban Modeling: Macro-Statics to Micro-Dynamics (2007)Fifty Years of Urban Modeling…Microsimulating urban systems (2003)Microsimulating urban systemsInvestigating Evolutions of Metro Station Functions in Shenzhen with Long-Term Smart Card Data (2020)Investigating Evolutions of M…Human behavior and the principle of least effort (1949)A Computer Movie Simulating Urban Growth in the Detroit Region (1970)The Spatial Economy: Cities, Regions, and International Trade (2000)Half a Billion Simulations: Evolutionary Algorithms and Distributed Computing for Calibrating the Simpoplocal Geographical Model (2014)“Space, the Final Frontier”: How Good are Agent-Based Models at Simulating Individuals and Space in Cities? (2016)A scoping review of simulation modeling in built environment and physical activity research: Current status, gaps, and future directions for improving translation (2019)Reality mining: sensing complex social systems (2005)Understanding individual human mobility patterns (2008)Limits of Predictability in Human Mobility (2010)Origin–destination trips by purpose and time of day inferred from mobile phone data (2015)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Human mobility: Models and applications (2018)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Data fusion (2009)Discovering regions of different functions in a city using human mobility and POIs (2012)Deep learning in big data Analytics: A comparative study (2017)Machine Learning With Big Data: Challenges and Approaches (2017)Next-Generation Big Data Analytics: State of the Art, Challenges, and Future Research Topics (2017)Modelling the scaling properties of human mobility (2010)Prediction of human emergency behavior and their mobility following large-scale disaster (2014)Computational socioeconomics (2019)Modelling and interpreting pre-evacuation decision-making using machine learning (2020)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Empirical Model Building and Response Surfaces (1988)Understanding intra-urban trip patterns from taxi trajectory data (2012)Uncovering Patterns of Inter-Urban Trip and Spatial Interaction from Social Media Check-In Data (2014)Applying mobile phone data to travel behaviour research: A literature review (2017)MODELING THE CHOICE OF RESIDENTIAL LOCATION (1978)The Framing of Decisions and the Psychology of Choice (1981)Discrete Choice Analysis: Theory and Application to Travel Demand (1987)NEW DIRECTIONS FOR URBAN ECONOMIC MODELS OF LAND USE CHANGE: INCORPORATING SPATIAL DYNAMICS AND HETEROGENEITY (2010)Economic transition, spatial development and urban land use efficiency in the Yangtze River Delta, China (2017)Examining the impacts of residential self-selection on travel behavior: A focus on methodologies (2007)Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Geo-located Twitter as proxy for global mobility patterns (2014)Big Data, new epistemologies and paradigm shifts (2014)Social media analytics for natural disaster management (2017)What is data justice? The case for connecting digital rights and freedoms globally (2017)Feminist digital geographies (2018)Citizens as sensors: the world of volunteered geography (2007)Urban mobility and neighborhood isolation in America’s 50 largest cities (2018)The scales of human mobility (2020)The universal visitation law of human mobility (2021)Editorial: human dynamics in the mobile and big data era (2016)On data processing required to derive mobility patterns from passively-generated mobile phone data (2017)Transport mode detection based on mobile phone network data: A systematic review (2019)
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References

  • 2012Understanding individual mobility patterns from urban sensing data: A mobile phone trace example645 cited
  • 2013Unravelling daily human mobility motifs584 cited
  • 2015Methodologies for Cross-Domain Data Fusion: An Overview454 cited
  • 2016The TimeGeo modeling framework for urban mobility without travel surveys295 cited
  • 2011Correlating mobile phone usage and travel behavior – A case study of Harbin, China252 cited
  • 2003Microsimulating urban systems225 cited
  • 2016Algorithmic Geographies: Big Data, Algorithmic Uncertainty, and the Production of Geographic Knowledge197 cited
  • 2016Understanding the bias of call detail records in human mobility research146 cited
  • 2007Fifty Years of Urban Modeling: Macro-Statics to Micro-Dynamics106 cited
  • 2013Modeling and probabilistic reasoning of population evacuation during large-scale disaster97 cited
  • 2018Understanding the Spatial Structure of Urban Commuting Using Mobile Phone Location Data: A Case Study of Shenzhen, China54 cited
  • 2017Transportation in Agent-Based Urban Modelling26 cited
  • 2015Simulating Transport and Land Use Interdependencies for Strategic Urban Planning—An Agent Based Modelling Approach21 cited

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  • 2020Investigating Evolutions of Metro Station Functions in Shenzhen with Long-Term Smart Card Data

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2 cited