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一种基于宏微观数据嵌套的公交用户细分方法 被引量:5
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作者 孙世超 《交通运输系统工程与信息》 EI CSCD 北大核心 2018年第3期108-112,共5页
针对公交用户管理,本文提出一种基于宏微观数据嵌套的公交用户细分方法.该方法能够通过卡号识别及公交出行链信息对照等手段,建立问卷调查受访者与数据库中公交IC卡持卡者之间的匹配链接,即同时获取持卡者公交使用行为在刷卡数据样本总... 针对公交用户管理,本文提出一种基于宏微观数据嵌套的公交用户细分方法.该方法能够通过卡号识别及公交出行链信息对照等手段,建立问卷调查受访者与数据库中公交IC卡持卡者之间的匹配链接,即同时获取持卡者公交使用行为在刷卡数据样本总体中的宏观聚类情况,以及问卷调查数据中微观个体的社会属性与意愿信息,形成宏微观数据的互补嵌套,弥补单一数据源分析所面临的不足.在厦门市的实证分析中,数据链接的成功率达到70.5%.最终,结合该融合数据,从公交使用行为模式及态度意愿两个维度对公交用户进行交叉分类,实现公交用户不同组群的细分. 展开更多
关键词 城市交通 人群细分方法 宏微观数据嵌套 公交用户 多源数据
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A methodology for rearranging transit stops for enhancing transit users generalized travel time 被引量:1
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作者 Mohammad Nurul Hassan Yaser E.Hawas 《Journal of Traffic and Transportation Engineering(English Edition)》 2017年第1期14-30,共17页
This study develops a methodology to consohdate transit stops. It develops a mathematical model and a program which takes stop consolidation decision(s) according to users gener- alized travel time savings and desir... This study develops a methodology to consohdate transit stops. It develops a mathematical model and a program which takes stop consolidation decision(s) according to users gener- alized travel time savings and desired accessibility. The model iterates until the users generalized travel time savings are maximized. The study tests this mathematical model in different hypothetical scenarios. Six factors (distance between stops, passenger activity, average cruising speed, maximum walking distance, service frequency, and percentage of decreased passengers) with multiple levels were set to build the scenarios. Three responses {percentage of consolidated stops, percentages of travel time and operating time savings) were observed. The findings showed that the distance between the stops the passenger ac- tivity, and the probable demand change (or the percentage of decreased passengers) are the most influential factors. The frequency of service was found to be influential as well. The average cruising speed has very little influence on the response variables. Finally, the model is tested on two routes (route 900 and 930) ofAl Ain City public bus service. It shows that 22 and 32 out of 98 and 126 stops can be consolidated in route 900 and 930 respectively. This can save considerable amounts of users travel and operating times. In monetary values, the savings are about $329,827 and $491,094 per year for routes 900 and 930, respectively. 展开更多
关键词 public transit Stop consolidation transit users travel time transit operating time Trip time
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