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Limitations of gravity models in predicting fine-scale spatial-temporal urban mobility networks
16 references·1 citing·41 second hop
Limitations of gravity models in predicting fine-scale spatial-temporal urban mobility networks (2023)Limitations of gravity models in predicti…The scales of human mobility (2020)The scales of human mobilityUrban mobility and neighborhood isolation in America’s 50 largest cities (2018)Urban mobility and neighborho…Human mobility: Models and applications (2018)Human mobility: Models and ap…DeepMove (2018)DeepMoveAnalyzing large-scale human mobility data: a survey of machine learning methods and applications (2018)Analyzing large-scale human m…Universal model of individual and population mobility on diverse spatial scales (2017)Universal model of individual…A review of urban computing for mobile phone traces (2013)A review of urban computing f…A Tale of Many Cities: Universal Patterns in Human Urban Mobility (2012)A Tale of Many Cities: Univer…The Gravity Model (2011)The Gravity ModelThe Gravity Model in International Trade (2011)The Gravity Model in Internat…The Gravity Model (2010)The Gravity ModelThe Gravity Model in International Trade (2010)The Gravity Model in Internat…The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events (2010)The Geography of Taste: Analy…Does Urban Mobility Have a Daily Routine? Learning from the Aggregate Data of Mobile Networks (2010)Does Urban Mobility Have a Da…Flows of Meaning, Cultures of Movements – Urban Mobility as Meaningful Everyday Life Practice (2009)Flows of Meaning, Cultures of…Shaping the world economy (1963)Shaping the world economyGenerating equitable urban human flows with a fairness-aware deep learning model (2025)Generating equitable urban hu…Reality mining: sensing complex social systems (2005)Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Understanding individual human mobility patterns (2008)Activity-Aware Map: Identifying Human Daily Activity Pattern Using Mobile Phone Data (2010)A Tale of One City: Using Cellular Network Data for Urban Planning (2011)From taxi GPS traces to social and community dynamics (2013)Power-Law Distributions in Empirical Data (2009)A survey of results on mobile phone datasets analysis (2015)Understanding Human Mobility from Twitter (2015)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Power-law distributions in empirical data (2018)Power/Knowledge: Selected Interviews and Other Writings 1972-1977 (1980)A Thousand Plateaus: Capitalism and Schizophrenia (1989)Bowling alone: the collapse and revival of American community (2000)Passing Propinquities in the Multicultural City: The Everyday Encounters of Bus Passengering (2011)Dimensions of urban mobility cultures – a comparison of German cities (2013)The new mobilities paradigm for a live sociology (2014)Conditional logit analysis of qualitative choice behavior (1972)Gravity with Gravitas: A Solution to the Border Puzzle (2003)The Log of Gravity (2006)The impact of mega-sport events on tourist arrivals (2011)Trade Theory with Numbers: Quantifying the Consequences of Globalization (2014)Structural gravity and fixed effects (2015)Limits of Predictability in Human Mobility (2010)Friendship and mobility (2011)Predicting Human Mobility via Variational Attention (2019)Learning to Simulate Human Mobility (2020)The Truly Disadvantaged. The Inner City, the Underclass, and Public Policy. By William Julius Wilson. Chicago: University of Chicago Press, 1987. 254p. $19.95. (1988)Assessing “Neighborhood Effects”: Social Processes and New Directions in Research (2002)Neighbourhood effects and beyond: Explaining the paradoxes of inequality in the changing American metropolis (2018)The Neighborhood Effect Averaging Problem (NEAP): An Elusive Confounder of the Neighborhood Effect (2018)Social capital II: determinants of economic connectedness (2022)The Classical Liberals Were Right: Democracy, Interdependence, and Conflict, 1950-1985 (1997)Assessing the Liberal Peace with Alternative Specifications: Trade Still Reduces Conflict (1999)Bonus vetus OLS: A simple method for approximating international trade-cost effects using the gravity equation (2008)The universal visitation law of human mobility (2021)A survey on deep learning for human mobility (2023)Cycling behaviour in 17 countries across 6 continents: levels of cycling, who cycles, for what purpose, and how far? (2021)Gender differences in active travel in major cities across the world (2022)Trade Theory with Numbers: Quantifying the Consequences of Globalization (2013)The effects of natural disasters on international tourism: A global analysis (2020)
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References

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  • 2018Human mobility: Models and applications1,032 cited
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  • 2018Urban mobility and neighborhood isolation in America’s 50 largest cities404 cited
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  • 2010The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events280 cited
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  • 2010The Gravity Model in International Trade

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  • 2025Generating equitable urban human flows with a fairness-aware deep learning model3 cited