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Prediction of Mobility Patterns in Smart Cities: A Systematic Review of the Literature
16 references·0 citing·39 second hop
Prediction of Mobility Patterns in Smart Cities: A Systematic Review of the Literature (2020)Prediction of Mobility Patterns in Smart …Mobility management for Smart Sightseeing (2017)Mobility management for Smart…Exploring Data Validity in Transportation Systems for Smart Cities (2017)Exploring Data Validity in Tr…Towards privacy-neutral travel time estimation from mobile phone signalling data (2016)Towards privacy-neutral trave…GIS-Based Commute Analysis Using Smart Card Data: A Case Study of Multi-Mode Public Transport for Smart City (2016)GIS-Based Commute Analysis Us…Exploring the utilization of places through a scalable “Activities in Places” analysis mechanism (2016)Exploring the utilization of …Big Data from Cellular Networks: Real Mobility Scenarios for Future Smart Cities (2016)Big Data from Cellular Networ…AP Positioning for Estimating People Flow as Origin Destination Matrix for Smart Cities (2016)AP Positioning for Estimating…Towards a Better Understanding and Behavior Recognition of Inhabitants in Smart Cities. A Public Transport Case (2015)Towards a Better Understandin…Identifying the urban transportation corridor based on mobile phone data (2015)Identifying the urban transpo…Estimation of mobility direction of a people flux by using a live 3G radio access network and smartphones in non-connected mode (2015)Estimation of mobility direct…Characterizing evolution of extreme public transit behavior using smart card data (2015)Characterizing evolution of e…UrbanMobilitySense: A User-Centric Participatory Sensing System for Transportation Activity Surveys (2014)UrbanMobilitySense: A User-Ce…UnCrowdTPG: Assuring the experience of public transportation users (2014)UnCrowdTPG: Assuring the expe…Temporal decomposition and semantic \nenrichment of mobility flows (2013)Temporal decomposition and se…MOBISEC: An European experience directed towards improving cities through citizen participation (2013)MOBISEC: An European experien…Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Real-Time Urban Monitoring Us…Identifying Important Places in People’s Lives from Cellular Network Data (2011)Understanding individual mobility patterns from urban sensing data: A mobile phone trace example (2012)Individual mobility deep insight using mobile phones data (2023)Analysis of human mobility behavior in Smart Cities and Smart Environments: A systematic literature review and taxonomy (2024)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)Investigating Causal Relations by Econometric Models and Cross-Spectral Methods (2010)Discovering regions of different functions in a city using human mobility and POIs (2012)Explorative public transport flow analysis from uncertain social media data (2014)Inferring Travel Purpose from Crowd-Augmented Human Mobility Data (2014)Recent Progress in Activity-Based Travel Demand Modeling: Rising Data and Applicability (2020)BUS TRANSIT SERVICE COVERAGE FOR MAXIMUM PROFIT AND SOCIAL WELFARE (1994)GUIDEBOOK FOR TRANSPORTATION CORRIDOR STUDIES: A PROCESS FOR EFFECTIVE DECISION-MAKING (1999)Optimizing Rail Transit Routes with Genetic Algorithms and Geographic Information System (2007)Transportation corridors and land use interaction: a multi-disciplinary critical review (2025)Understanding individual human mobility patterns (2008)Understanding individual human mobility patterns (2009)Decision Support System for Robust Urban Transport Management (2017)Discovering personally meaningful places (2007)Learning and inferring transportation routines (2007)Understanding transportation modes based on GPS data for web applications (2010)We hear your activities through Wi-Fi signals (2016)Automatic Dangerous Driving Intensity Analysis for Advanced Driver Assistance Systems From Multimodal Driving Signals (2017)Estimating Origin-Destination Flows Using Mobile Phone Location Data (2011)Estimating Population Density Without Contravening Citizen’s Privacy: Warsaw Use Case (2021)Mobility Assistants to Support Multi-Modal Routes in Smart Cities: A Scoping Review (2021)Cellular Census: Explorations in Urban Data Collection (2007)Human mobility characterization from cellular network data (2013)Data-Driven Digital Advertising with Uncertain Demand Model in Metro Networks (2017)Comparing Twitter and Traditional Media Using Topic Models (2011)Extracting and understanding urban areas of interest using geotagged photos (2015)Participatory Cultural Mapping Based on Collective Behavior Data in Location-Based Social Networks (2016)Exploring Bus Rapid Transit passenger travel behaviour using big data (2014)Passenger Segmentation Using Smart Card Data (2014)Validating travel behavior estimated from smartcard data (2014)Exploring Individual Travel Patterns Across Private Car Trajectory Data (2019)Review of Transit Data Sources: Potentials, Challenges and Complementarity (2021)Survey of Automated Fare Collection Solutions in Public Transportation (2022)A survey of results on mobile phone datasets analysis (2015)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)
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References

  • 2010Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome623 cited
  • 2017Exploring Data Validity in Transportation Systems for Smart Cities106 cited
  • 2013Temporal decomposition and semantic \nenrichment of mobility flows35 cited
  • 2014UrbanMobilitySense: A User-Centric Participatory Sensing System for Transportation Activity Surveys27 cited
  • 2016Big Data from Cellular Networks: Real Mobility Scenarios for Future Smart Cities16 cited
  • 2015Towards a Better Understanding and Behavior Recognition of Inhabitants in Smart Cities. A Public Transport Case14 cited
  • 2015Estimation of mobility direction of a people flux by using a live 3G radio access network and smartphones in non-connected mode9 cited
  • 2016Exploring the utilization of places through a scalable “Activities in Places” analysis mechanism9 cited
  • 2016Towards privacy-neutral travel time estimation from mobile phone signalling data8 cited
  • 2015Identifying the urban transportation corridor based on mobile phone data7 cited
  • 2015Characterizing evolution of extreme public transit behavior using smart card data7 cited
  • 2016AP Positioning for Estimating People Flow as Origin Destination Matrix for Smart Cities6 cited
  • 2013MOBISEC: An European experience directed towards improving cities through citizen participation6 cited
  • 2017Mobility management for Smart Sightseeing

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6 cited
  • 2014UnCrowdTPG: Assuring the experience of public transportation users5 cited
  • 2016GIS-Based Commute Analysis Using Smart Card Data: A Case Study of Multi-Mode Public Transport for Smart City4 cited
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