{"id":"https://openalex.org/W2043712203","doi":"https://doi.org/10.5194/isprsarchives-xl-4-w1-139-2013","title":"USING DECISION TREES FOR ESTIMATING MODE CHOICE OF TRIPS IN BUCA-IZMIR","display_name":"USING DECISION TREES FOR ESTIMATING MODE CHOICE OF TRIPS IN BUCA-IZMIR","publication_year":2013,"publication_date":"2013-05-06","ids":{"openalex":"https://openalex.org/W2043712203","doi":"https://doi.org/10.5194/isprsarchives-xl-4-w1-139-2013","mag":"2043712203"},"language":"en","primary_location":{"id":"doi:10.5194/isprsarchives-xl-4-w1-139-2013","doi":"https://doi.org/10.5194/isprsarchives-xl-4-w1-139-2013","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprsarchives-xl-4-w1-139-2013","pdf_url":"https://isprs-archives.copernicus.org/articles/XL-4-W1/139/2013/isprsarchives-XL-4-W1-139-2013.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://isprs-archives.copernicus.org/articles/XL-4-W1/139/2013/isprsarchives-XL-4-W1-139-2013.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085207305","display_name":"L. \u00d6zge Oral","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"L. O. Oral","raw_affiliation_strings":["Dep. of Econometrics, Faculty of Economics and Administrative Sciences, Dokuz Eylul University, 35160 Buca, Izmir, Turkey","Dept. of Econometrics, Graduate School of Social Sciences, Dokuz Eylul University, 35160 Buca, Izmir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Econometrics, Faculty of Economics and Administrative Sciences, Dokuz Eylul University, 35160 Buca, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]},{"raw_affiliation_string":"Dept. of Econometrics, Graduate School of Social Sciences, Dokuz Eylul University, 35160 Buca, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054859587","display_name":"Vahap Tecim","orcid":"https://orcid.org/0000-0001-5319-5241","observed_orcids":["https://orcid.org/0000-0001-5319-5241"]},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"V. Tecim","raw_affiliation_strings":["Dep. of Econometrics, Faculty of Economics and Administrative Sciences, Dokuz Eylul University, 35160 Buca, Izmir, Turkey","Dept. of Econometrics, Graduate School of Social Sciences, Dokuz Eylul University, 35160 Buca, Izmir, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dep. of Econometrics, Faculty of Economics and Administrative Sciences, Dokuz Eylul University, 35160 Buca, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]},{"raw_affiliation_string":"Dept. of Econometrics, Graduate School of Social Sciences, Dokuz Eylul University, 35160 Buca, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193615760"],"apc_list":null,"apc_paid":null,"fwci":0.7874,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84807168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"XL-4/W1","issue":null,"first_page":"139","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9047999978065491,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9047999978065491,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.038600001484155655,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.01080000028014183,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mode-choice","display_name":"mode choice","score":0.953000009059906},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.6660000085830688},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.6930000185966492},{"id":"https://openalex.org/keywords/household-survey-data","display_name":"household survey data","score":0.671999990940094},{"id":"https://openalex.org/keywords/urban-transportation-planning","display_name":"urban transportation planning","score":0.6079999804496765},{"id":"https://openalex.org/keywords/crisp-dm","display_name":"CRISP-DM","score":0.8830000162124634}],"concepts":[{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.783415675163269},{"id":"https://openalex.org/C2776017872","wikidata":"https://www.wikidata.org/wiki/Q3226683","display_name":"Mode choice","level":3,"score":0.7773409485816956},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.6537115573883057},{"id":"https://openalex.org/C190669063","wikidata":"https://www.wikidata.org/wiki/Q5282043","display_name":"Discrete choice","level":2,"score":0.5802941918373108},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5633329153060913},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4942910671234131},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.48859602212905884},{"id":"https://openalex.org/C39118121","wikidata":"https://www.wikidata.org/wiki/Q1034047","display_name":"Transportation planning","level":2,"score":0.4694891571998596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4659731388092041},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.4559205174446106},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.43538805842399597},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3986835181713104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25639575719833374},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25290244817733765},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.21080231666564941},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12939617037773132},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.11620309948921204},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09990635514259338},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5194/isprsarchives-xl-4-w1-139-2013","doi":"https://doi.org/10.5194/isprsarchives-xl-4-w1-139-2013","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprsarchives-xl-4-w1-139-2013","pdf_url":"https://isprs-archives.copernicus.org/articles/XL-4-W1/139/2013/isprsarchives-XL-4-W1-139-2013.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a56965f541b74c108adffafdd6f8884c","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a56965f541b74c108adffafdd6f8884c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XL-4/W1, Pp 139-145 (2013)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.5194/isprsarchives-xl-4-w1-139-2013","doi":"https://doi.org/10.5194/isprsarchives-xl-4-w1-139-2013","is_oa":true,"landing_page_url":"https://doi.org/10.5194/isprsarchives-xl-4-w1-139-2013","pdf_url":"https://isprs-archives.copernicus.org/articles/XL-4-W1/139/2013/isprsarchives-XL-4-W1-139-2013.pdf","source":{"id":"https://openalex.org/S2737215817","display_name":"The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences","issn_l":"1682-1750","issn":["1682-1750","1682-1777","2194-9034"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","oarl","vabb-shw"],"host_organization":"https://openalex.org/P4310313756","host_organization_name":"Copernicus Publications","host_organization_lineage":["https://openalex.org/P4310313756"],"host_organization_lineage_names":["Copernicus Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8787999749183655},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5378999710083008}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6100000143051147}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2043712203.pdf","grobid_xml":"https://content.openalex.org/works/W2043712203.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W259338706","https://openalex.org/W372929718","https://openalex.org/W1531918539","https://openalex.org/W1593249691","https://openalex.org/W2015904445","https://openalex.org/W2028470267","https://openalex.org/W2048484464","https://openalex.org/W2060045119","https://openalex.org/W2064719404","https://openalex.org/W2081762866","https://openalex.org/W2101425925","https://openalex.org/W2140190241","https://openalex.org/W2189280355","https://openalex.org/W2253039148","https://openalex.org/W2339725977","https://openalex.org/W2613897410","https://openalex.org/W2901303898","https://openalex.org/W3015125167","https://openalex.org/W6680704940","https://openalex.org/W7039764155"],"related_works":["https://openalex.org/W4323687868","https://openalex.org/W4226002152","https://openalex.org/W2361395192","https://openalex.org/W1966004773","https://openalex.org/W2563505101","https://openalex.org/W2775959558","https://openalex.org/W2921734624","https://openalex.org/W4386002627","https://openalex.org/W2139481890","https://openalex.org/W2523001887"],"abstract_inverted_index":{"Abstract.":[0],"Decision":[1],"makers":[2],"develop":[3],"transportation":[4,24],"plans":[5],"and":[6],"models":[7],"for":[8],"providing":[9],"sustainable":[10],"transport":[11,85],"systems":[12],"in":[13,23,94],"urban":[14],"areas.":[15],"Mode":[16],"Choice":[17],"is":[18,53,89],"one":[19],"of":[20,96],"the":[21,33,57,60],"stages":[22],"modelling.":[25],"Data":[26],"mining":[27,50],"techniques":[28,37,66],"can":[29,38],"discover":[30],"factors":[31,58],"affecting":[32,59],"mode":[34,61,86],"choice.":[35],"These":[36],"be":[39],"applied":[40,54],"with":[41,63,99],"knowledge":[42,101],"process":[43,51,102],"approach.":[44],"In":[45],"this":[46,83],"study":[47],"a":[48,92],"data":[49,75],"model":[52],"to":[55],"determine":[56],"choice":[62,87],"decision":[64],"trees":[65],"by":[67],"considering":[68],"individual":[69],"trip":[70],"behaviours":[71],"from":[72],"household":[73],"survey":[74],"collected":[76],"within":[77],"Izmir":[78],"Transportation":[79],"Master":[80],"Plan.":[81],"From":[82],"perspective":[84],"problem":[88],"solved":[90],"on":[91],"case":[93],"district":[95],"Buca-Izmir,":[97],"Turkey":[98],"CRISP-DM":[100],"model.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2016-06-24T00:00:00"}
