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    A continuation on the data analysis for the Dublin Bike rental scheme


    Timoney, Joseph and Do Amaral, Carlos Siqueira and Thi, Thanh Thoa Pham and Winstanley, Adam C. (2018) A continuation on the data analysis for the Dublin Bike rental scheme. In: GISRUK 2018, 17-20 April 2018, University of Leicester.

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    Abstract

    Analysis of Dublin bike rental usage patterns, presented at the last conference in this series, has been extended. The purpose is to help in management of the scheme including better rebalancing of stock and other logistical improvements. A systematic data analysis framework is described. Results of analysis from a full year of data are presented with a focus on identifying usage characteristics of each station or clusters of stations. This provides insights into the flow of bikes between stations. A discussion on the possibilities for building prediction algorithms is developed with a proposition for the most suitable approach.

    Item Type: Conference or Workshop Item (Paper)
    Keywords: public bike data analysis; spatial clustering and data visualisation; bike scheme; prediction;
    Academic Unit: Faculty of Science and Engineering > Computer Science
    Item ID: 13319
    Depositing User: Joseph Timoney
    Date Deposited: 29 Sep 2020 15:52
    Refereed: Yes
    URI:

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