An Association Rule Based Method to Integrate Metro-Public Bicycle Smart Card Data for Trip Chain Analysis
المؤلفون المشاركون
Wang, Wei
Zhao, De
Ong, Ghim Ping
Ji, Yanjie
المصدر
Journal of Advanced Transportation
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-05-28
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
Smart card data provide valuable insights and massive samples for enhancing the understanding of transfer behavior between metro and public bicycle.
However, smart cards for metro and public bicycle are often issued and managed by independent companies and this results in the same commuter having different identity tags in the metro and public bicycle smart card systems.
The primary objective of this study is to develop a data fusion methodology for matching metro and public bicycle smart cards for the same commuter using historical smart card data.
A novel method with association rules to match the data derived from the two systems is proposed and validation was performed.
The results showed that our proposed method successfully matched 573 pairs of smart cards with an accuracy of 100%.
We also validated the association rules method through visualization of individual metro and public bicycle trips.
Based on the matched cards, interesting findings of metro-bicycle transfer have been derived, including the spatial pattern of the public bicycle as first/last mile solution as well as the duration of a metro trip chain.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhao, De& Wang, Wei& Ong, Ghim Ping& Ji, Yanjie. 2018. An Association Rule Based Method to Integrate Metro-Public Bicycle Smart Card Data for Trip Chain Analysis. Journal of Advanced Transportation،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1181230
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhao, De…[et al.]. An Association Rule Based Method to Integrate Metro-Public Bicycle Smart Card Data for Trip Chain Analysis. Journal of Advanced Transportation No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1181230
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhao, De& Wang, Wei& Ong, Ghim Ping& Ji, Yanjie. An Association Rule Based Method to Integrate Metro-Public Bicycle Smart Card Data for Trip Chain Analysis. Journal of Advanced Transportation. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1181230
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1181230
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر