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Mining individual daily commuting patterns of dockless bike-sharing users: A two-layer framework integrating spatiotemporal flow clustering and rule-based decision trees
16 references·3 citing·45 second hop
Mining individual daily commuting patterns of dockless bike-sharing users: A two-layer framework integrating spatiotemporal flow clustering and rule-based decision trees (2024)Mining individual daily commuting pattern…Built environment effects on the integration of dockless bike-sharing and the metro (2020)Built environment effects on …A comparison in travel patterns and determinants of user demand between docked and dockless bike-sharing systems using multi-sourced data (2020)A comparison in travel patter…A review on bike-sharing: The factors affecting bike-sharing demand (2019)A review on bike-sharing: The…Understanding the usage of dockless bike sharing in Singapore (2018)Understanding the usage of do…To be or not to be dockless: Empirical analysis of dockless bikeshare development in China (2018)To be or not to be dockless: …Mapping the bike sharing research published from 2010 to 2018: A scientometric review (2018)Mapping the bike sharing rese…Human mobility and socioeconomic status: Analysis of Singapore and Boston (2018)Human mobility and socioecono…Environmental benefits of bike sharing: A big data-based analysis (2018)Environmental benefits of bik…Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore (2016)Activity-Based Human Mobility…Bikeshare: A Review of Recent Literature (2015)Bikeshare: A Review of Recent…Promoting Cycling for Transport: Research Needs and Challenges (2014)Promoting Cycling for Transpo…Exploring Universal Patterns in Human Home-Work Commuting from Mobile Phone Data (2014)Exploring Universal Patterns …Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr (2013)Spatial, temporal, and socioe…Urban villages under China's rapid urbanization: Unregulated assets and transitional neighbourhoods (2009)Urban villages under China's …Commuting by Bicycle: An Overview of the Literature (2009)Commuting by Bicycle: An Over…Bike-sharing: History, Impacts, Models of Provision, and Future (2009)Bike-sharing: History, Impact…Towards typology-based management of urban commuting carbon emission characteristics: Identification of commuting behavior and carbon emission accounting based on individual spatiotemporal big data (2025)Towards typology-based manage…Exploring socio-spatial differentiation in bike-sharing: A daily activity space analysis of cyclists across different socioeconomic statuses (2025)Exploring socio-spatial diffe…Accessibility and equity in dockless bikesharing: a data-driven analysis of gender-age groups (2025)Accessibility and equity in d…Structural Equations with Latent Variables. (1991)Authentic leadership development: Getting to the root of positive forms of leadership (2005)The sustainable mobility paradigm (2007)Bikeway Networks: A Review of Effects on Cycling (2015)Does More Cycling Mean More Diversity in Cycling? (2015)Observed impacts of the Covid-19 first wave on travel behaviour in Switzerland based on a large GPS panel (2021)Strangers in the City: Reconfigurations of Space, Power, and Social Networks Within China's Floating Population (2002)City of Quarters: Urban Villages in the Contemporary City (2004)The social networks of new-generation migrants in China’s urbanized villages: A case study of Guangzhou (2011)Contesting Citizenship in Urban China: Peasant Migrants, the State and the Logic of the Market, 1999 (2013)Residential Satisfaction in China's Informal Settlements: A Case Study of Beijing, Shanghai, and Guangzhou (2013)Is urbanization narrowing the urban-rural income gap? 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A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)Twitter mood predicts the stock market (2011)Social Media and the City: Rethinking Urban Socio-Spatial Inequality Using User-Generated Geographic Information (2015)Social Media Data Can Be Used to Understand Tourists’ Preferences for Nature‐Based Experiences in Protected Areas (2017)Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019)Nudge: improving decisions about health, wealth, and happiness (2008)Bikesharing in Europe, the Americas, and Asia (2010)Factors influencing the choice of shared bicycles and shared electric bikes in Beijing (2016)Cycling towards a more sustainable transport future (2017)The link between bike sharing and subway use during the COVID-19 pandemic: The case-study of New York's Citi Bike (2020)Nebraska Symposium on Motivation: 1955 (1957)The theory of planned behavior (1991)Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures (2003)Bike Share: A Synthesis of the Literature (2013)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)Understanding individual human mobility patterns (2008)Travel and the Built Environment (2010)On data processing required to derive mobility patterns from passively-generated mobile phone data (2017)Measuring inequality in community resilience to natural disasters using large-scale mobility data (2021)How Accessibility Shapes Land Use (1959)Travel and the Built Environment: A Synthesis (2001)Understanding intention and behavior toward sustainable usage of bike sharing by extending the theory of planned behavior (2019)Dockless bike-sharing systems: what are the implications? (2020)China statistical yearbook (1988)Clarifying the concept of product–service system (2002)Understanding mobility based on GPS data (2008)The sharing economy promotes sustainable societies (2019)Digital economy: An innovation driving factor for low-carbon development (2022)Bicycling renaissance in North America? An update and re-appraisal of cycling trends and policies (2011)Effects of built environment and weather on bike sharing demand: a station level analysis of commercial bike sharing in Toronto (2015)Dockless bike-sharing as a feeder mode of metro commute? The role of the feeder-related built environment: Analytical framework and empirical evidence (2020)Sustainable Mobility: A Review of Possible Actions and Policies (2020)
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References

  • 2009Commuting by Bicycle: An Overview of the Literature1,220 cited
  • 2009Bike-sharing: History, Impacts, Models of Provision, and Future1,070 cited
  • 2015Bikeshare: A Review of Recent Literature879 cited
  • 2009Urban villages under China's rapid urbanization: Unregulated assets and transitional neighbourhoods512 cited
  • 2018Environmental benefits of bike sharing: A big data-based analysis508 cited
  • 2016Activity-Based Human Mobility Patterns Inferred from Mobile Phone Data: A Case Study of Singapore472 cited
  • 2019A review on bike-sharing: The factors affecting bike-sharing demand460 cited
  • 2014Promoting Cycling for Transport: Research Needs and Challenges454 cited
  • 2018Understanding the usage of dockless bike sharing in Singapore421 cited
  • 2013Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr420 cited
  • 2014Exploring Universal Patterns in Human Home-Work Commuting from Mobile Phone Data329 cited
  • 2020Built environment effects on the integration of dockless bike-sharing and the metro324 cited
  • 2020A comparison in travel patterns and determinants of user demand between docked and dockless bike-sharing systems using multi-sourced data243 cited
  • 2018Human mobility and socioeconomic status: Analysis of Singapore and Boston237 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2018Mapping the bike sharing research published from 2010 to 2018: A scientometric review235 cited
  • 2018To be or not to be dockless: Empirical analysis of dockless bikeshare development in China234 cited
  • Cited by

    • 2025Towards typology-based management of urban commuting carbon emission characteristics: Identification of commuting behavior and carbon emission accounting based on individual spatiotemporal big data9 cited
    • 2025Accessibility and equity in dockless bikesharing: a data-driven analysis of gender-age groups8 cited
    • 2025Exploring socio-spatial differentiation in bike-sharing: A daily activity space analysis of cyclists across different socioeconomic statuses5 cited