Development of expert system for bus services in Klang valley

Growing population could be one of the main factors which affect the daily increase in road movement . A developing country like Malaysia still requires transport system planning and development. In 2012, nearly 1.5 million daily and public transport trips in Klang Valley represented almost 30% of t...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IOP conference series. Earth and environmental science 2021-04, Vol.708 (1), p.12039
Hauptverfasser: Norhisham, S, Bakar, M F A, Syamsir, A, Zaini, N, Baharin, N L, Shkuri, N S M, Saad, N M
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 1
container_start_page 12039
container_title IOP conference series. Earth and environmental science
container_volume 708
creator Norhisham, S
Bakar, M F A
Syamsir, A
Zaini, N
Baharin, N L
Shkuri, N S M
Saad, N M
description Growing population could be one of the main factors which affect the daily increase in road movement . A developing country like Malaysia still requires transport system planning and development. In 2012, nearly 1.5 million daily and public transport trips in Klang Valley represented almost 30% of the daily main public transportation. Development of an expert system could identify problems on bus services and assist to encounter problems raised based on the expert system. Therefore, this study was aimed to develop an expert system for bus service in Klang Valley. In this study five major cities in west Klang Valley were selected, including Puchong, Petaling Jaya, Subang Jaya, Shah Alam and Klang. The Transit Capacity and Quality of Service Manual (TRCPM) was referred as studyguidelines . Three mainphases were involved in the expert system development by using MATLAB, which include analyzing job scope, management of information knowledge and development of prototype. System was named as BUS-QOS and could be used to identify the bus service quality level in specific locations and obtain suggestions from experts to improve the bus service quality of in that area. At the end of the study, validation, verification and evaluation processes should be done to check the output of system in terms of its operation and result. The result of BUS-QOS was verified based on system analysis and manual calculation. It showed that all designated attributes were almost 100% accurate. The output of the system was based on transportation engineering knowledge which could be easily used by users.
doi_str_mv 10.1088/1755-1315/708/1/012039
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2518768276</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2518768276</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2469-6b248d7003c6ca0d3328829a292e0db978476b574e9cec789e1d4eee32fdb4973</originalsourceid><addsrcrecordid>eNo90EtLw0AQB_BFFKzVryALnmNnH9nHwYNUq2LBi56XZDORlLzcTYP59qZUepoZ5s8M_Ai5ZXDPwJgV02maMMHSlYZ5WgHjIOwZWZwW56ce9CW5inEHoLQUdkEennDEuusbbAfalRR_ewwDjVMcsKFlF2i-jzRiGCuPkVYtfa-z9puOWV3jdE0uyqyOePNfl-Rr8_y5fk22Hy9v68dt4rlUNlE5l6bQAMIrn0EhBDeG24xbjlDkVhupVZ5qidaj18YiKyQiCl4WubRaLMnd8W4fup89xsHtun1o55eOp8xoZbhWc0odUz50MQYsXR-qJguTY-AOVO6g4A4ibqZyzB2pxB9_GlsT</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2518768276</pqid></control><display><type>article</type><title>Development of expert system for bus services in Klang valley</title><source>IOP Publishing Free Content</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>IOPscience extra</source><creator>Norhisham, S ; Bakar, M F A ; Syamsir, A ; Zaini, N ; Baharin, N L ; Shkuri, N S M ; Saad, N M</creator><creatorcontrib>Norhisham, S ; Bakar, M F A ; Syamsir, A ; Zaini, N ; Baharin, N L ; Shkuri, N S M ; Saad, N M</creatorcontrib><description>Growing population could be one of the main factors which affect the daily increase in road movement . A developing country like Malaysia still requires transport system planning and development. In 2012, nearly 1.5 million daily and public transport trips in Klang Valley represented almost 30% of the daily main public transportation. Development of an expert system could identify problems on bus services and assist to encounter problems raised based on the expert system. Therefore, this study was aimed to develop an expert system for bus service in Klang Valley. In this study five major cities in west Klang Valley were selected, including Puchong, Petaling Jaya, Subang Jaya, Shah Alam and Klang. The Transit Capacity and Quality of Service Manual (TRCPM) was referred as studyguidelines . Three mainphases were involved in the expert system development by using MATLAB, which include analyzing job scope, management of information knowledge and development of prototype. System was named as BUS-QOS and could be used to identify the bus service quality level in specific locations and obtain suggestions from experts to improve the bus service quality of in that area. At the end of the study, validation, verification and evaluation processes should be done to check the output of system in terms of its operation and result. The result of BUS-QOS was verified based on system analysis and manual calculation. It showed that all designated attributes were almost 100% accurate. The output of the system was based on transportation engineering knowledge which could be easily used by users.</description><identifier>ISSN: 1755-1307</identifier><identifier>EISSN: 1755-1315</identifier><identifier>DOI: 10.1088/1755-1315/708/1/012039</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Buses ; Buses (vehicles) ; Developing countries ; Expert systems ; Information management ; LDCs ; Public transportation ; Quality of service ; Road design ; Systems analysis ; Transportation engineering ; Transportation planning ; Transportation systems ; Valleys</subject><ispartof>IOP conference series. Earth and environmental science, 2021-04, Vol.708 (1), p.12039</ispartof><rights>2021. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2469-6b248d7003c6ca0d3328829a292e0db978476b574e9cec789e1d4eee32fdb4973</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids></links><search><creatorcontrib>Norhisham, S</creatorcontrib><creatorcontrib>Bakar, M F A</creatorcontrib><creatorcontrib>Syamsir, A</creatorcontrib><creatorcontrib>Zaini, N</creatorcontrib><creatorcontrib>Baharin, N L</creatorcontrib><creatorcontrib>Shkuri, N S M</creatorcontrib><creatorcontrib>Saad, N M</creatorcontrib><title>Development of expert system for bus services in Klang valley</title><title>IOP conference series. Earth and environmental science</title><description>Growing population could be one of the main factors which affect the daily increase in road movement . A developing country like Malaysia still requires transport system planning and development. In 2012, nearly 1.5 million daily and public transport trips in Klang Valley represented almost 30% of the daily main public transportation. Development of an expert system could identify problems on bus services and assist to encounter problems raised based on the expert system. Therefore, this study was aimed to develop an expert system for bus service in Klang Valley. In this study five major cities in west Klang Valley were selected, including Puchong, Petaling Jaya, Subang Jaya, Shah Alam and Klang. The Transit Capacity and Quality of Service Manual (TRCPM) was referred as studyguidelines . Three mainphases were involved in the expert system development by using MATLAB, which include analyzing job scope, management of information knowledge and development of prototype. System was named as BUS-QOS and could be used to identify the bus service quality level in specific locations and obtain suggestions from experts to improve the bus service quality of in that area. At the end of the study, validation, verification and evaluation processes should be done to check the output of system in terms of its operation and result. The result of BUS-QOS was verified based on system analysis and manual calculation. It showed that all designated attributes were almost 100% accurate. The output of the system was based on transportation engineering knowledge which could be easily used by users.</description><subject>Buses</subject><subject>Buses (vehicles)</subject><subject>Developing countries</subject><subject>Expert systems</subject><subject>Information management</subject><subject>LDCs</subject><subject>Public transportation</subject><subject>Quality of service</subject><subject>Road design</subject><subject>Systems analysis</subject><subject>Transportation engineering</subject><subject>Transportation planning</subject><subject>Transportation systems</subject><subject>Valleys</subject><issn>1755-1307</issn><issn>1755-1315</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNo90EtLw0AQB_BFFKzVryALnmNnH9nHwYNUq2LBi56XZDORlLzcTYP59qZUepoZ5s8M_Ai5ZXDPwJgV02maMMHSlYZ5WgHjIOwZWZwW56ce9CW5inEHoLQUdkEennDEuusbbAfalRR_ewwDjVMcsKFlF2i-jzRiGCuPkVYtfa-z9puOWV3jdE0uyqyOePNfl-Rr8_y5fk22Hy9v68dt4rlUNlE5l6bQAMIrn0EhBDeG24xbjlDkVhupVZ5qidaj18YiKyQiCl4WubRaLMnd8W4fup89xsHtun1o55eOp8xoZbhWc0odUz50MQYsXR-qJguTY-AOVO6g4A4ibqZyzB2pxB9_GlsT</recordid><startdate>20210401</startdate><enddate>20210401</enddate><creator>Norhisham, S</creator><creator>Bakar, M F A</creator><creator>Syamsir, A</creator><creator>Zaini, N</creator><creator>Baharin, N L</creator><creator>Shkuri, N S M</creator><creator>Saad, N M</creator><general>IOP Publishing</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope></search><sort><creationdate>20210401</creationdate><title>Development of expert system for bus services in Klang valley</title><author>Norhisham, S ; Bakar, M F A ; Syamsir, A ; Zaini, N ; Baharin, N L ; Shkuri, N S M ; Saad, N M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2469-6b248d7003c6ca0d3328829a292e0db978476b574e9cec789e1d4eee32fdb4973</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Buses</topic><topic>Buses (vehicles)</topic><topic>Developing countries</topic><topic>Expert systems</topic><topic>Information management</topic><topic>LDCs</topic><topic>Public transportation</topic><topic>Quality of service</topic><topic>Road design</topic><topic>Systems analysis</topic><topic>Transportation engineering</topic><topic>Transportation planning</topic><topic>Transportation systems</topic><topic>Valleys</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Norhisham, S</creatorcontrib><creatorcontrib>Bakar, M F A</creatorcontrib><creatorcontrib>Syamsir, A</creatorcontrib><creatorcontrib>Zaini, N</creatorcontrib><creatorcontrib>Baharin, N L</creatorcontrib><creatorcontrib>Shkuri, N S M</creatorcontrib><creatorcontrib>Saad, N M</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural &amp; Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><jtitle>IOP conference series. Earth and environmental science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Norhisham, S</au><au>Bakar, M F A</au><au>Syamsir, A</au><au>Zaini, N</au><au>Baharin, N L</au><au>Shkuri, N S M</au><au>Saad, N M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Development of expert system for bus services in Klang valley</atitle><jtitle>IOP conference series. Earth and environmental science</jtitle><date>2021-04-01</date><risdate>2021</risdate><volume>708</volume><issue>1</issue><spage>12039</spage><pages>12039-</pages><issn>1755-1307</issn><eissn>1755-1315</eissn><abstract>Growing population could be one of the main factors which affect the daily increase in road movement . A developing country like Malaysia still requires transport system planning and development. In 2012, nearly 1.5 million daily and public transport trips in Klang Valley represented almost 30% of the daily main public transportation. Development of an expert system could identify problems on bus services and assist to encounter problems raised based on the expert system. Therefore, this study was aimed to develop an expert system for bus service in Klang Valley. In this study five major cities in west Klang Valley were selected, including Puchong, Petaling Jaya, Subang Jaya, Shah Alam and Klang. The Transit Capacity and Quality of Service Manual (TRCPM) was referred as studyguidelines . Three mainphases were involved in the expert system development by using MATLAB, which include analyzing job scope, management of information knowledge and development of prototype. System was named as BUS-QOS and could be used to identify the bus service quality level in specific locations and obtain suggestions from experts to improve the bus service quality of in that area. At the end of the study, validation, verification and evaluation processes should be done to check the output of system in terms of its operation and result. The result of BUS-QOS was verified based on system analysis and manual calculation. It showed that all designated attributes were almost 100% accurate. The output of the system was based on transportation engineering knowledge which could be easily used by users.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1755-1315/708/1/012039</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1755-1307
ispartof IOP conference series. Earth and environmental science, 2021-04, Vol.708 (1), p.12039
issn 1755-1307
1755-1315
language eng
recordid cdi_proquest_journals_2518768276
source IOP Publishing Free Content; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; IOPscience extra
subjects Buses
Buses (vehicles)
Developing countries
Expert systems
Information management
LDCs
Public transportation
Quality of service
Road design
Systems analysis
Transportation engineering
Transportation planning
Transportation systems
Valleys
title Development of expert system for bus services in Klang valley
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-24T00%3A23%3A30IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Development%20of%20expert%20system%20for%20bus%20services%20in%20Klang%20valley&rft.jtitle=IOP%20conference%20series.%20Earth%20and%20environmental%20science&rft.au=Norhisham,%20S&rft.date=2021-04-01&rft.volume=708&rft.issue=1&rft.spage=12039&rft.pages=12039-&rft.issn=1755-1307&rft.eissn=1755-1315&rft_id=info:doi/10.1088/1755-1315/708/1/012039&rft_dat=%3Cproquest_cross%3E2518768276%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2518768276&rft_id=info:pmid/&rfr_iscdi=true