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Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data
12 references·6 citing·42 second hop
Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data (2018)Representing Urban Forms: A Collective Le…Regularity and Conformity (2015)Regularity and ConformityReal Estate Ranking via Mixed Land-use Latent Models (2015)Real Estate Ranking via Mixed…Discovering Functional Zones Using Bus Smart Card Data and Points of Interest in Beijing (2015)Discovering Functional Zones …Urban Vibrancy and Corporate Growth (2014)Urban Vibrancy and Corporate …Discovering Urban Functional Zones Using Latent Activity Trajectories (2014)Discovering Urban Functional …Geo-spotting (2013)Geo-spottingWhen a city tells a story (2012)When a city tells a storyHuman mobility modeling at metropolitan scales (2012)Human mobility modeling at me…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Understanding individual human mobility patterns (2008)Understanding individual huma…Consumer city (2001)Consumer cityThe Behavior of Home Buyers in Boom and Post-Boom Markets (1988)The Behavior of Home Buyers i…Addressing COVID-induced changes in spatiotemporal travel mobility and community structure utilizing trip data: An innovative graph-based deep learning approach (2024)Addressing COVID-induced chan…Unveiling transit mobility structure towards sustainable cities: An integrated graph embedding approach (2021)Unveiling transit mobility st…Context-Aware Semantic Annotation of Mobility Records (2021)Context-Aware Semantic Annota…Prediction of Intra-Urban Human Mobility by Integrating Regional Functions and Trip Intentions (2020)Prediction of Intra-Urban Hum…Understanding Collective Human Mobility Spatiotemporal Patterns on Weekdays from Taxi Origin-Destination Point Data (2019)Understanding Collective Huma…Discovering Transit-Oriented Development Regions of Megacities Using Heterogeneous Urban Data (2019)Discovering Transit-Oriented …The General Theory of Employment, Interest and Money, by John Maynard Keynes (1936)The General Theory of Employment, Interest and Money. (1936)Prospect Theory: An Analysis of Decision under Risk (1979)BUBBLES AND FADS IN ASSET PRICES (1989)House Prices and Home Owner Saving Behavior (1995)Assessing High House Prices: Bubbles, Fundamentals, and Misperceptions (2005)Social Influence: Compliance and Conformity (2004)PRED (2017)The Geography of Pokémon GO (2017)Context-aware Deep Model for Joint Mobility and Time Prediction (2020)The origin of bursts and heavy tails in human dynamics (2005)The scaling laws of human travel (2006)Friendship and mobility (2011)A universal model for mobility and migration patterns (2012)Reality mining: sensing complex social systems (2005)Modelling the scaling properties of human mobility (2010)Map projections: A working manual (1987)Discovering regions of different functions in a city using human mobility and POIs (2012)Methodologies for Cross-Domain Data Fusion: An Overview (2015)The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City (2021)Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach (2021)Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Computational Social Science (2009)Cyber Cities: Social Media as a Tool for Understanding Cities (2015)“Space, the Final Frontier”: How Good are Agent-Based Models at Simulating Individuals and Space in Cities? (2016)Identifying Urban Functional Zones Using Public Bicycle Rental Records and Point-of-Interest Data (2018)A Tale of Many Cities: Universal Patterns in Human Urban Mobility (2012)Data from mobile phone operators: A tool for smarter cities? (2014)Mobility Modeling and Prediction in Bike-Sharing Systems (2016)Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data (2017)Financing Constraints and Corporate Investment (1988)Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations (1993)Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints? (1997)How Does Corporate Investment Respond to Increased Entry Threat? (2015)Geographic Lead-Lag Effects (2019)The Trust Triangle: Laws, Reputation, and Culture in Empirical Finance Research (2019)Cities and the Creative Class (2003)Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital (2006)Did Highways Cause Suburbanization? (2007)Bike sharing station placement leveraging heterogeneous urban open data (2015)Point-of-Interest Demand Modeling with Human Mobility Patterns (2017)Urban Computing Leveraging Location-Based Social Network Data (2019)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2001Consumer city1,718 cited
  • 2014Discovering Urban Functional Zones Using Latent Activity Trajectories413 cited
  • 1988The Behavior of Home Buyers in Boom and Post-Boom Markets353 cited
  • 2014Urban Vibrancy and Corporate Growth337 cited
  • 2012Human mobility modeling at metropolitan scales295 cited
  • 2013Geo-spotting208 cited
  • 2015Regularity and Conformity139 cited
  • 2012When a city tells a story107 cited
  • 2015Discovering Functional Zones Using Bus Smart Card Data and Points of Interest in Beijing64 cited
  • 2015Real Estate Ranking via Mixed Land-use Latent Models57 cited

Cited by

  • 2021Unveiling transit mobility structure towards sustainable cities: An integrated graph embedding approach26 cited
  • 2019Understanding Collective Human Mobility Spatiotemporal Patterns on Weekdays from Taxi Origin-Destination Point Data22 cited
  • 2024Addressing COVID-induced changes in spatiotemporal travel mobility and community structure utilizing trip data: An innovative graph-based deep learning approach

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12 cited
  • 2019Discovering Transit-Oriented Development Regions of Megacities Using Heterogeneous Urban Data12 cited
  • 2020Prediction of Intra-Urban Human Mobility by Integrating Regional Functions and Trip Intentions10 cited
  • 2021Context-Aware Semantic Annotation of Mobility Records5 cited