IC Card-Based Data Mining Characteristics of Urban Public Bicycles

机译：基于IC卡的城市公共自行车数据挖掘特性

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This article takes three bicycle sharing systems as the research object, the Citi Bike of New York City , the Capital Bike share of Washington and the Divvy of Chicago. Adopting the method of Data mining, the corresponding long-term historic credit card data, bicycle sharing system location data and the land-use properties coming from three bicycle sharing systems are compared and analyzed to get bicycle sharing system in seasonal, spatial and temporal distribution, site symmetry aspects of trip characteristics, which provides support for bicycle sharing system Operational decisions.

机译：本文以三种自行车共享系统为研究对象，分别是纽约市的花旗自行车，华盛顿的首都自行车和芝加哥的Divvy。采用数据挖掘的方法，对相应的长期历史信用卡数据，自行车共享系统位置数据和来自三个自行车共享系统的土地利用属性进行了比较分析，得出了自行车共享系统在季节，空间和时间上的分布。，行程特征的站点对称性方面，为自行车共享系统的运营决策提供支持。

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《International conference on transportation engineering》|2015年|2124-2132|共9页
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Pengyao Ye; Chang Chu; Ling Xu;
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Public bicycle; Data mining; Travel characteristics;

机译：公共自行车;数据挖掘;出行特征;

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1. Modeling the Distribution Characteristics of Urban Public Bicycle Rental Duration [J] . Shuichao Zhang, Kangkang He, Sheng Dong, Discrete dynamics in nature and society . 2016,第Pta1期

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2. Design of public bicycle scheduling model based on data mining algorithm [J] . Xia Wendong, Liu Yuanfeng, Chen Deli International journal of reasoning-based intelligent systems . 2018,第1期

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3. Recognizing Social Function of Urban Regions by Using Data of Public Bicycle Systems [J] . Xu Haitao, Ying Jing Chinese Journal of Electronics . 2019,第1期

机译：利用公共自行车系统数据识别城市地区的社会功能
4. IC Card-Based Data Mining Characteristics of Urban Public Bicycles [C] . Pengyao Ye, Chang Chu, Ling Xu International conference on transportation engineering . 2015

机译：基于IC卡的城市公共自行车的数据挖掘特征
5. Geographic data mining and geovisualization for understanding environmental and public health data. [D] . Adu-Prah, Samuel. 2013

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6. Short-Term Rental Forecast of Urban Public Bicycle Based on the HOSVD-LSTM Model in Smart City [O] . Dazhou Li, Chuan Lin, Wei Gao, 2020

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7. Modeling the Distribution Characteristics of Urban Public Bicycle Rental Duration [O] . Shuichao Zhang, Kangkang He, Sheng Dong, 2016

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8. Community-Aware Charging Station Network Design for Electrified Vehicles in Urban Areas: Reducing Congestion, Emissions, Improving Accessibility, and Promoting Walking, Bicycling, and Use of Public Transportation. [R] . Chinnam, R. B., Murat, A. E. 2016

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IC Card-Based Data Mining Characteristics of Urban Public Bicycles

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