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Timoney, Joseph, Do Amaral, Carlos Siqueira, 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 |
| Related URLs: | |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/13319 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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