Analysis of Traffic Flow Profiles in a Transportation Network Using Graph Theory Methods

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dc.contributor.authorCaglar, Akin
dc.contributor.authorOztemiz, Furkan
dc.date.accessioned2026-04-04T13:18:59Z
dc.date.available2026-04-04T13:18:59Z
dc.date.issued2024
dc.departmentİnönü Üniversitesi
dc.description8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024 -- 21 September 2024 through 22 September 2024 -- Malatya -- 203423
dc.description.abstractThis study aims to identify critical intersections and green wave corridors in an urban transportation network by analyzing vehicle flows. The dataset used consists of Bluetooth data collected from 56 intersections in the city of Malatya. The transportation network and dataset are uniquely prepared for this study. For the centrality analysis of intersections, PageRank, Closeness, and Betweenness centrality methods were applied. To identify green wave corridors, Walktrap and Optimal community detection methods were utilized. The results of both applications are presented visually and numerically in the study. The analysis and visualization phases were carried out using the R programming language with the igraph package. The findings will serve as a crucial decision support system for improving urban traffic planning and identifying congested intersections. © 2024 IEEE.
dc.identifier.doi10.1109/IDAP64064.2024.10710664
dc.identifier.isbn979-833153149-2
dc.identifier.scopus2-s2.0-85207952689
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/IDAP64064.2024.10710664
dc.identifier.urihttps://hdl.handle.net/11616/108044
dc.indekslendigikaynakScopus
dc.language.isotr
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof8th International Artificial Intelligence and Data Processing Symposium, IDAP 2024
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20250329
dc.subjectCentrality Measures
dc.subjectCommunity Detection
dc.subjectGraph Theory
dc.subjectTraffic Data Analysis
dc.titleAnalysis of Traffic Flow Profiles in a Transportation Network Using Graph Theory Methods
dc.title.alternativeizge Teorisi Y ntemleri ile Ulasim Agi Ara Ge is Profili Analizi]
dc.typeConference Object

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