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Mobile Traffic Data Decomposition for Understanding Human Urban Activities
13 references·0 citing·39 second hop
Mobile Traffic Data Decomposition for Understanding Human Urban Activities (2016)Mobile Traffic Data Decomposition for Und…On the Decomposition of Cell Phone Activity Patterns and their Connection with Urban Ecology (2015)On the Decomposition of Cell …Inferring user demographics and social strategies in mobile social networks (2014)Inferring user demographics a…A new insight into land use classification based on aggregated mobile phone data (2014)A new insight into land use c…Private traits and attributes are predictable from digital records of human behavior (2013)Private traits and attributes…Inferring land use from mobile phone activity (2012)Inferring land use from mobil…Collective Response of Human Populations to Large-Scale Emergencies (2011)Collective Response of Human …The Geography of Taste: Analyzing Cell-Phone Mobility and Social Events (2010)The Geography of Taste: Analy…Limits of Predictability in Human Mobility (2010)Limits of Predictability in H…Inferring friendship network structure by using mobile phone data (2009)Inferring friendship network …Understanding individual human mobility patterns (2008)Understanding individual huma…Uncovering individual and collective human dynamics from mobile phone records (2008)Uncovering individual and col…Introduction to Time Series and Forecasting (2002)Introduction to Time Series a…Introduction to Time Series and Forecasting (1998)Introduction to Time Series a…Reality mining: sensing complex social systems (2005)Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)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)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)Travel demand and the 3Ds: Density, diversity, and design (1997)Accessibility evaluation of land-use and transport strategies: review and research directions (2003)Inferring trip purposes and uncovering travel patterns from taxi trajectory data (2015)Understanding Mobile Traffic Patterns of Large Scale Cellular Towers in Urban Environment (2016)Measuring inequality in community resilience to natural disasters using large-scale mobility data (2021)Computational Social Science (2009)Urban Sensing Using Mobile Phone Network Data: A Survey of Research (2014)Social media for intelligent public information and warning in disasters: An interdisciplinary review (2019)Applications of artificial intelligence for disaster management (2020)The Satisfaction With Life Scale (1985)The international personality item pool and the future of public-domain personality measures (2005)Automatic personality assessment through social media language. (2014)Tweeting From Left to Right (2015)Facebook language predicts depression in medical records (2018)Psychological status of the script concept. (1981)Dynamics of Dyads in Social Networks: Assortative, Relational, and Proximity Mechanisms (2010)Human mobility: Models and applications (2018)Distribution of the Estimators for Autoregressive Time Series with a Unit Root (1979)Generalized autoregressive conditional heteroskedasticity (1986)Co-Integration and Error Correction: Representation, Estimation, and Testing (1987)Analysis of Financial Time Series (2006)Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)Financial time series forecasting model based on CEEMDAN and LSTM (2018)From mobile phone data to the spatial structure of cities (2014)Coupling mobile phone and social media data: a new approach to understanding urban functions and diurnal patterns (2017)Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)Modelling the scaling properties of human mobility (2010)Unravelling daily human mobility motifs (2013)Development of origin–destination matrices using mobile phone call data (2014)A survey of results on mobile phone datasets analysis (2015)
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References

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  • 2002Introduction to Time Series and Forecasting3,913 cited
  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2013Private traits and attributes are predictable from digital records of human behavior2,827 cited
  • 2009Inferring friendship network structure by using mobile phone data1,858 cited
  • 2008Uncovering individual and collective human dynamics from mobile phone records606 cited
  • 2014A new insight into land use classification based on aggregated mobile phone data399 cited
  • 2011Collective Response of Human Populations to Large-Scale Emergencies324 cited
  • 2012Inferring land use from mobile phone activity299 cited
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  • 1998Introduction to Time Series and Forecasting107 cited
  • 2015On the Decomposition of Cell Phone Activity Patterns and their Connection with Urban Ecology69 cited

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