Traffic Dataset for Dynamic Routing Algorithm in Traffic Simulation

The purpose of this research is to create a simulated environment for teaching algorithms, big data processing, and machine learning. The environment is similar to Google Maps, with the capacity of finding the fastest path between two points in dynamic traffic situations. However, the system is sign...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:Journal of Artificial Intelligence and Technology
Hlavní autori: Zhang, Zhemin, De Luca, Gennaro, Archambault, Brian, Chavez, Juan, Rice, Brandon
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: 29.07.2022
ISSN:2766-8649, 2766-8649
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Abstract The purpose of this research is to create a simulated environment for teaching algorithms, big data processing, and machine learning. The environment is similar to Google Maps, with the capacity of finding the fastest path between two points in dynamic traffic situations. However, the system is significantly simplified for educational purposes. Students can choose different traffic patterns and program a car to navigate through the traffic dynamically based on the changing traffic. The environments used in the project are VIPLE (Visual IoT/Robotics Programming Language Environment) and a traffic simulator developed in the Unity game engine. This paper focuses on creating realistic traffic data for the traffic simulator and implementing dynamic routing algorithms in VIPLE. The traffic data is generated from the recorded real traffic data published on the Arizona Maricopa County website. Based on the generated traffic data, VIPLE programs are developed to implement the traffic simulation with support for dynamic changing data.
AbstractList The purpose of this research is to create a simulated environment for teaching algorithms, big data processing, and machine learning. The environment is similar to Google Maps, with the capacity of finding the fastest path between two points in dynamic traffic situations. However, the system is significantly simplified for educational purposes. Students can choose different traffic patterns and program a car to navigate through the traffic dynamically based on the changing traffic. The environments used in the project are VIPLE (Visual IoT/Robotics Programming Language Environment) and a traffic simulator developed in the Unity game engine. This paper focuses on creating realistic traffic data for the traffic simulator and implementing dynamic routing algorithms in VIPLE. The traffic data is generated from the recorded real traffic data published on the Arizona Maricopa County website. Based on the generated traffic data, VIPLE programs are developed to implement the traffic simulation with support for dynamic changing data.
Author Zhang, Zhemin
Archambault, Brian
Chavez, Juan
De Luca, Gennaro
Rice, Brandon
Author_xml – sequence: 1
  givenname: Zhemin
  surname: Zhang
  fullname: Zhang, Zhemin
– sequence: 2
  givenname: Gennaro
  surname: De Luca
  fullname: De Luca, Gennaro
– sequence: 3
  givenname: Brian
  surname: Archambault
  fullname: Archambault, Brian
– sequence: 4
  givenname: Juan
  surname: Chavez
  fullname: Chavez, Juan
– sequence: 5
  givenname: Brandon
  surname: Rice
  fullname: Rice, Brandon
BookMark eNpN0EtLAzEUBeAgFay1a7f5A9PmMUkmyzJVKxQEretwJ5PUyDwkSRf99zo-wNU9XDhn8V2j2TAODqFbSlZcaSnW7xDyihHGVoQSeYHmTElZVLLUs3_5Ci1TCg0RRHFeEjlH9SGC98HiLWRILmM_Rrw9D9B__Z7HUw7DEW-64xhDfutxGPBf4SX0pw5yGIcbdOmhS275exfo9f7uUO-K_dPDY73ZF5YKKgvL2oq1DjTRDbXCO8U4NMCFcEzxsmnbCkBbpqhXpXbUE-ZLWxEGbaMbp_kCrX92bRxTis6bjxh6iGdDiflmMBODmRjMxMA_ARMQU2M
ContentType Journal Article
DBID AAYXX
CITATION
DOI 10.37965/jait.2022.0106
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList CrossRef
DeliveryMethod fulltext_linktorsrc
EISSN 2766-8649
ExternalDocumentID 10_37965_jait_2022_0106
GroupedDBID AAYXX
ALMA_UNASSIGNED_HOLDINGS
CITATION
M~E
ID FETCH-LOGICAL-c1516-c2d82dea909b1c5fe723aba355e2734bdd8aa9c271f749e1f02f4c802adb9be93
ISSN 2766-8649
IngestDate Sat Nov 29 06:39:28 EST 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed false
IsScholarly true
Language English
License https://creativecommons.org/licenses/by/4.0
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c1516-c2d82dea909b1c5fe723aba355e2734bdd8aa9c271f749e1f02f4c802adb9be93
OpenAccessLink https://ojs.istp-press.com/jait/article/download/106/119
ParticipantIDs crossref_primary_10_37965_jait_2022_0106
PublicationCentury 2000
PublicationDate 2022-07-29
PublicationDateYYYYMMDD 2022-07-29
PublicationDate_xml – month: 07
  year: 2022
  text: 2022-07-29
  day: 29
PublicationDecade 2020
PublicationTitle Journal of Artificial Intelligence and Technology
PublicationYear 2022
SSID ssib050733406
ssib046561477
Score 2.3613217
Snippet The purpose of this research is to create a simulated environment for teaching algorithms, big data processing, and machine learning. The environment is...
SourceID crossref
SourceType Index Database
Title Traffic Dataset for Dynamic Routing Algorithm in Traffic Simulation
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVHPJ
  databaseName: ROAD: Directory of Open Access Scholarly Resources
  customDbUrl:
  eissn: 2766-8649
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssib050733406
  issn: 2766-8649
  databaseCode: M~E
  dateStart: 20210101
  isFulltext: true
  titleUrlDefault: https://road.issn.org
  providerName: ISSN International Centre
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Na9wwEBVp2kMvpaUNbfqBDj0EghNbtiXrWDYpoTQh0BRCL0aSx11D1hscb8ipv70aSfY6CYH00Isxwh68-x7S6Hn8hpDPkGc84UUa5bGKowzyOipMnEbSSJ1x4HUKyjWbECcnxfm5PA2vYq5cOwHRtsXNjbz8r1DbMQs2fjr7D3CPQe2APbeg26OF3R4fB3yn0BbC4tnbFap3dYQHvu_8Ltb_OB3k4veya_r5AuWO4YYfzSL08nooY-1cYZG355g4eaL2fl-iH6XoX-hJMHLwAHa_r4zyenzbqm655pyZq4VWq4ves27C3NlcXXut-9sqjAapgrmy1qBnuBmNCc6jgnuP0j24P3Z3Pk-F5LlrJNBg3Stje7iFXS9dw-v6OyvaWGdodzguRIkBSgxQYoAn5CkTucQKwOM_h8P0g85xyeSz3Bz7WWauO-v4kN4cysXcv_1Qk7xmkqCcvSQvAk70i2fEK7IB7WsyC-DSwAZq2UADG2hgAx3ZQJuWDjes2fCG_Px6eDY7ikLfjMjY_I1HhlUFq0DJWOoEqwkFS5VWNrMENDPSVVUoJQ0TSS0yCUkdszozRcxUpaUGmW6RzXbZwltCY8E1qxkHdB0SWmsGdkMBkDMJRoN6R3aGX11eenuU8oE_ffvxl74nz9f0-UA2-24FH8kzc903V90nB9pfnwZctw
linkProvider ISSN International Centre
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Traffic+Dataset+for+Dynamic+Routing+Algorithm+in+Traffic+Simulation&rft.jtitle=Journal+of+Artificial+Intelligence+and+Technology&rft.au=Zhang%2C+Zhemin&rft.au=De+Luca%2C+Gennaro&rft.au=Archambault%2C+Brian&rft.au=Chavez%2C+Juan&rft.date=2022-07-29&rft.issn=2766-8649&rft.eissn=2766-8649&rft_id=info:doi/10.37965%2Fjait.2022.0106&rft.externalDBID=n%2Fa&rft.externalDocID=10_37965_jait_2022_0106
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2766-8649&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2766-8649&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2766-8649&client=summon