• English
    • Türkçe
  • English 
    • English
    • Türkçe
  • Login
View Item 
  •   DSpace Home
  • Akademik Arşiv / Institutional Repository
  • Mühendislik Fakültesi / Faculty of Engineering
  • Endüstri Mühendisliği Bölümü / Department of Industrial Engineering
  • View Item
  •   DSpace Home
  • Akademik Arşiv / Institutional Repository
  • Mühendislik Fakültesi / Faculty of Engineering
  • Endüstri Mühendisliği Bölümü / Department of Industrial Engineering
  • View Item
JavaScript is disabled for your browser. Some features of this site may not work without it.

Boarding pattern classification with time series clustering

Thumbnail
Date
2023
Author
Özgün, Kamer
Günay, Melih
Başaran, Barış Doruk
Ledet, Joseph
Metadata
Show full item record
Abstract
Clustering on smart card data may provide direct information about passenger travel patterns. Services could be adjusted according to demands that change over time to optimize the public transport system. This study investigates three possible clustering methods that can be used to classify average daily boarding patterns of public transportation lines that are represented as time series. In literature, similar studies exist but they characterize arrivals of passengers to a single stop throughout a day. In this study, all bus lines from departure to arrival are investigated for all bus stops throughout a whole day. We have found out that important time intervals might be generalized as dominant peak or dip times. In addition, bus lines with similar peak load rates or similar up and down trends may be clustered depending on the planning purpose.
URI
http://hdl.handle.net/20.500.12566/1421
Collections
  • Endüstri Mühendisliği Bölümü / Department of Industrial Engineering

DSpace software copyright © 2002-2016  DuraSpace
Contact Us | Send Feedback
Theme by 
Atmire NV
 

 




sherpa/romeo


Browse

All of DSpaceCommunities & CollectionsBy Issue DateAuthorsTitlesSubjectsTypeABU AuthorWOSScopusPubMedTRDizinErişimThis CollectionBy Issue DateAuthorsTitlesSubjectsTypeABU AuthorWOSScopusPubMedTRDizinErişim

My Account

LoginRegister

DSpace software copyright © 2002-2016  DuraSpace
Contact Us | Send Feedback
Theme by 
Atmire NV
 

 


|| Library || Antalya Bilim Üniversitesi || OAI-PMH ||

Antalya Bilim Üniversitesi Kütüphane ve Dokümantasyon Müdürlüğü, Antalya, Turkey
İçerikte herhangi bir hata görürseniz, lütfen bildiriniz: acikerisim@antalya.edu.tr

DSpace Repository:


DSpace 6.4-SNAPSHOT

Gemini Bilgi Teknolojileri A.Ş tarafından destek verilmektedir.