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Personalised passenger information systems in public transport: a review and a 5-level personalisation taxonomy
16 references·0 citing·57 second hopsampled
Personalised passenger information systems in public transport: a review and a 5-level personalisation taxonomy (2025)Personalised passenger information system…Identifying human mobility patterns using smart card data (2023)Identifying human mobility pa…Promoting sustainable mode choice for commuting supported by persuasive strategies (2021)Promoting sustainable mode ch…Big data for big issues: Revealing travel patterns of low-income population based on smart card data mining in a global south unequal city (2021)Big data for big issues: Reve…An Eco-Friendly Multimodal Route Guidance System for Urban Areas Using Multi-Agent Technology (2021)An Eco-Friendly Multimodal Ro…A Gamification Platform to Analyze and Influence Citizens’ Daily Transportation Choices (2021)A Gamification Platform to An…Personalized predictive public transport crowding information with automated data sources (2020)Personalized predictive publi…Modelling the effects of real-time crowding information in urban public transport systems (2020)Modelling the effects of real…An innovative GPS smartphone based strategy for university mobility management: A case study at the University of RomaTre, Italy (2020)An innovative GPS smartphone …A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems (2017)A Real-Time Passenger Flow Es…Personalized and Situation-Aware Multimodal Route Recommendations: The FAVOUR Algorithm (2016)Personalized and Situation-Aw…An Internet-of-Things Enabled Connected Navigation System for Urban Bus Riders (2016)An Internet-of-Things Enabled…Micro-Navigation for Urban Bus Passengers: Using the Internet of Things to Improve the Public Transport Experience (2014)Micro-Navigation for Urban Bu…Adaptation strategies to increase advertisement effectiveness in digital media (2014)Adaptation strategies to incr…An integrated case-based reasoning approach for personalized itinerary search in multimodal transportation systems (2013)An integrated case-based reas…Individuals among commuters: Building personalised transport information services from fare collection systems (2012)Individuals among commuters: …What is personalization? A conceptual framework (2007)What is personalization? A co…Reality mining: sensing complex social systems (2005)The scaling laws of human travel (2006)Understanding individual human mobility patterns (2008)Studying commuting behaviours using collaborative visual analytics (2013)Smart City Mobility Application—Gradient Boosting Trees for Mobility Prediction and Analysis Based on Crowdsourced Data (2015)Understanding public transit patterns with open geodemographics to facilitate public transport planning (2018)The experience economy: work is theatre & every business a stage (1999)Customer loyalty in e-commerce: an exploration of its antecedents and consequences (2002)Co‐creating unique value with customers (2004)Unraveling the Personalization Paradox: The Effect of Information Collection and Trust-Building Strategies on Online Advertisement Effectiveness (2014)Preparing for an Era of Deepfakes and AI-Generated Ads: A Framework for Understanding Responses to Manipulated Advertising (2021)Personalization in personalized marketing: Trends and ways forward (2022)Bounded Rationality, Ambiguity, and the Engineering of Choice (1978)BOUNDED RATIONALITY, AMBIGUITY, AND THE ENGINEERING OF CHOICE (1988)Discrete Choice Methods with Simulation (2003)Route guidance ranking procedures with human perception consideration for personalized public transport service (2020)Incorporating personalization and bounded rationality into stochastic transit assignment model (2021)A survey of route recommendations: Methods, applications, and opportunities (2024)What drives car use? A grounded theory analysis of commuters’ reasons for driving (2006)Learning and inferring transportation routines (2007)Transit network design and scheduling: A global review (2008)MAC (2019)Sensing Technologies for Crowd Management, Adaptation, and Information Dissemination in Public Transportation Systems: A Review (2022)Forecasting with artificial neural networks: (1998)Time Series Forecasting with Neural Networks: A Comparative Study Using the Air Line Data (1998)Introductory Econometrics for Finance (2008)A smart system for short-term price prediction using time series models (2019)A Data-Driven Timetable Optimization of Urban Bus Line Based on Multi-Objective Genetic Algorithm (2020)iABACUS: A Wi-Fi-Based Automatic Bus Passenger Counting System (2020)A headway-based approach to eliminate bus bunching: Systematic analysis and comparisons (2009)Crowding in public transport systems: Effects on users, operation and implications for the estimation of demand (2013)Mitigating bus bunching with real-time crowding information (2022)Survey of Automated Fare Collection Solutions in Public Transportation (2022)Digital technologies of transportation-related communication: Review and the state-of-the-art (2023)Twenty Years of Rail Crowding Valuation Studies: Evidence and Lessons from British Experience (2010)Modelling Transport (2011)Vehicle dispatching plan for minimizing passenger waiting time in a corridor with buses of different sizes: Model formulation and solution approaches (2021)Pandemic impacts on public transport safety and stress perceptions in Nordic cities (2022)Should I stay or should I board? Willingness to wait with real-time crowding information in urban public transport (2023)One False Move...: A Study of Children's Independent Mobility (1991)Finding flow: the psychology of engagement with everyday life (1997)Using game theory and Competition-based Learning to stimulate student motivation and performance (2010)Gamification of an Entire Introductory Organic Chemistry Course: A Strategy to Enhance the Students’ Engagement (2022)Eco-Gamification Platform to Promote Consumers’ Engagement in the Textile and Clothing Circular Value Chain (2023)Impact of gamification on green consumption behavior integrating technological awareness, motivation, enjoyment and virtual CSR (2023)Discrete Choice Methods and their Applications to Short Term Travel Decisions (1999)Transportation Systems Analysis (2009)Travel mode choice and travel satisfaction: bridging the gap between decision utility and experienced utility (2015)Active transportation and the built environment of a mid-size global south city (2022)Networking and sustainable development of urban spatial planning: Influence of rail transit (2023)Evaluating commuters' travel mode choice using the Z-number extension of Parsimonious Best Worst Method (2025)Smart card data use in public transit: A literature review (2011)Mining smart card data for transit riders’ travel patterns (2013)Human mobility: Models and applications (2018)Unravelling the spatial properties of individual mobility patterns using longitudinal travel data (2022)Spatial-temporal identification of commuters using trip chain data from non-motorized mode incentive program and public transportation (2024)A review of human mobility: Linking data, models, and real-world applications (2025)
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References

  • 2007What is personalization? A conceptual framework309 cited
  • 2017A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems130 cited
  • 2016An Internet-of-Things Enabled Connected Navigation System for Urban Bus Riders129 cited
  • 2016Personalized and Situation-Aware Multimodal Route Recommendations: The FAVOUR Algorithm102 cited
  • 2012Individuals among commuters: Building personalised transport information services from fare collection systems73 cited
  • 2021A Gamification Platform to Analyze and Influence Citizens’ Daily Transportation Choices63 cited
  • 2023Identifying human mobility patterns using smart card data61 cited
  • 2021Promoting sustainable mode choice for commuting supported by persuasive strategies60 cited
  • 2020Modelling the effects of real-time crowding information in urban public transport systems54 cited
  • 2020Personalized predictive public transport crowding information with automated data sources45 cited
  • 2021Big data for big issues: Revealing travel patterns of low-income population based on smart card data mining in a global south unequal city40 cited
  • 2013An integrated case-based reasoning approach for personalized itinerary search in multimodal transportation systems40 cited
  • 2021An Eco-Friendly Multimodal Route Guidance System for Urban Areas Using Multi-Agent Technology38 cited

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2014
Micro-Navigation for Urban Bus Passengers: Using the Internet of Things to Improve the Public Transport Experience
36 cited
  • 2020An innovative GPS smartphone based strategy for university mobility management: A case study at the University of RomaTre, Italy32 cited
  • 2014Adaptation strategies to increase advertisement effectiveness in digital media28 cited
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