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Mining mobility data to minimise travellers' spending on public transport
7 references·16 citing·38 second hop
Mining mobility data to minimise travellers' spending on public transport (2011)Mining mobility data to minimise travelle…Structure of Urban Movements: Polycentric Activity and Entangled Hierarchical Flows (2011)Structure of Urban Movements:…Travel Time and Transfer Analysis Using Transit Smart Card Data (2010)Travel Time and Transfer Anal…OneBusAway (2010)OneBusAwayUnderstanding individual human mobility patterns (2008)Understanding individual huma…The scaling laws of human travel (2006)The scaling laws of human tra…Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis (2006)Mobile Landscapes: Using Loca…The Paradox of Choice: Why More Is Less (2004)The Paradox of Choice: Why Mo…Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework (2025)Personalization in Public Tra…Affording mobility: Attending to the socio-material affordances of transport un/affordability (2023)Affording mobility: Attending…MAC (2019)MACMining Smart Card Data for Travellers’ Mini Activities (2018)Mining Smart Card Data for Tr…CO 2 (2018)CO 2Personalized Air Travel Prediction (2017)Personalized Air Travel Predi…MetroTime: Travel Time Decomposition under Stochastic Time Table for Metro Networks (2017)MetroTime: Travel Time Decomp…Regularity of Public Transport Usage: A Case Study of Bus Rides in Lisbon, Portugal (2016)Regularity of Public Transpor…Using Data Mining to Improve the Public Transport in Gran Canaria Island (2015)Using Data Mining to Improve …Predictability of Public Transport Usage: A Study of Bus Rides in Lisbon, Portugal (2015)Predictability of Public Tran…Reconstructing individual mobility from smart card transactions: a collaborative space alignment approach (2014)Reconstructing individual mob…Identifying tourists from public transport commuters (2014)Identifying tourists from pub…Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing (2014)Exploiting Heterogeneous Huma…Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach (2013)Reconstructing Individual Mob…Geo-Spotting: Mining Online Location-based Services for Optimal Retail Store Placement (2013)Geo-Spotting: Mining Online L…Cognitive bias in network services (2012)Cognitive bias in network ser…The origin of bursts and heavy tails in human dynamics (2005)Friendship and mobility (2011)A universal model for mobility and migration patterns (2012)Socio-technical environments supporting people with cognitive disabilities using public transportation (2005)Dynamic at-stop real-time information displays for public transport: effects on customers (2007)Measuring the impact of opening the London shared bicycle scheme to casual users (2012)An experiment evaluating the impacts of real-time transit information on bus riders in Tampa, Florida (2014)The impact of real-time information on bus ridership in New York City (2015)Limits of Predictability in Human Mobility (2010)Modelling Transport (2011)Human mobility in space from three modes of public transportation (2017)CoPFun: an urban co-occurrence pattern mining scheme based on regional function discovery (2018)Urban mobility analytics: A deep spatial–temporal product neural network for traveler attributes inference (2020)The potential of public transport smart card data (2005)Detection of Activities of Public Transport Users by Analyzing Smart Card Data (2012)Examining the spatial–temporal dynamics of bus passenger travel behaviour using smart card data and the flow-comap (2014)An integrated Bayesian approach for passenger flow assignment in metro networks (2015)The Spatial Economy (1999)From mobile phone data to the spatial structure of cities (2014)Uncovering Patterns of Inter-Urban Trip and Spatial Interaction from Social Media Check-In Data (2014)Revealing travel patterns and city structure with taxi trip data (2015)The generalized maximal covering location problem (2002)Discovering regions of different functions in a city using human mobility and POIs (2012)The Hidden Image of the City: Sensing Community Well-Being from Urban Mobility (2012)Estimation of urban crowd flux based on mobile phone location data: A case study of Beijing, China (2018)Predicting the temporal activity patterns of new venues (2018)Computational socioeconomics (2019)Me++ (2003)Me++: The Cyborg Self and the Networked City (2003)Dynamic population mapping using mobile phone data (2014)A survey of results on mobile phone datasets analysis (2015)Human mobility: Models and applications (2018)Smart card data use in public transit: A literature review (2011)Quantifying transit travel experiences from the users’ perspective with high-resolution smartphone and vehicle location data: Methodologies, validation, and example analyses (2015)A big data approach for smart transportation management on bus network (2016)Beyond Money (2004)Handbook of Motivation at School (2009)The weirdest people in the world? (2010)
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References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2004The Paradox of Choice: Why More Is Less2,512 cited
  • 2006The scaling laws of human travel2,207 cited
  • 2006Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis865 cited
  • 2011Structure of Urban Movements: Polycentric Activity and Entangled Hierarchical Flows457 cited
  • 2010OneBusAway204 cited
  • 2010Travel Time and Transfer Analysis Using Transit Smart Card Data154 cited

Cited by

  • 2013Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach52 cited
  • 2013Geo-Spotting: Mining Online Location-based Services for Optimal Retail Store Placement50 cited
  • 2014Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing40 cited
  • 2019MAC32 cited
  • 2014Reconstructing individual mobility from smart card transactions: a collaborative space alignment approach31 cited
  • 2014Identifying tourists from public transport commuters22 cited
  • 2015Predictability of Public Transport Usage: A Study of Bus Rides in Lisbon, Portugal20 cited
  • 2017Personalized Air Travel Prediction

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20 cited
  • 2025Personalization in Public Transport Passenger Information Systems: A Systematic Review and Framework14 cited
  • 2016Regularity of Public Transport Usage: A Case Study of Bus Rides in Lisbon, Portugal13 cited
  • 2023Affording mobility: Attending to the socio-material affordances of transport un/affordability11 cited
  • 2017MetroTime: Travel Time Decomposition under Stochastic Time Table for Metro Networks11 cited
  • 2018CO 27 cited
  • 2015Using Data Mining to Improve the Public Transport in Gran Canaria Island7 cited
  • 2012Cognitive bias in network services5 cited
  • 2018Mining Smart Card Data for Travellers’ Mini Activities5 cited