{"id":"https://openalex.org/W2587030938","doi":"https://doi.org/10.1145/3022227.3022309","title":"Transportation mode inference using environmental constraints","display_name":"Transportation mode inference using environmental constraints","publication_year":2017,"publication_date":"2017-01-05","ids":{"openalex":"https://openalex.org/W2587030938","doi":"https://doi.org/10.1145/3022227.3022309","mag":"2587030938"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3022227.3022309","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3022309&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3022309&type=pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010017374","display_name":"Hidekazu Kasahara","orcid":"https://orcid.org/0000-0003-2522-8223"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"funder","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hidekazu Kasahara","raw_affiliation_strings":["Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009968486","display_name":"Masaaki Iiyama","orcid":"https://orcid.org/0000-0002-7715-3078"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"funder","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"M. Iiyama","raw_affiliation_strings":["Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006308263","display_name":"Michihiko Minoh","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"funder","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"M. Minoh","raw_affiliation_strings":["Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.244,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":2,"citation_normalized_percentile":{"value":0.435396,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":71,"max":75},"biblio":{"volume":"67","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9999,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9999,"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":0.9905,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9828,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.6757903},{"id":"https://openalex.org/keywords/geographic-coordinate-system","display_name":"Geographic coordinate system","score":0.61954206}],"concepts":[{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.76027435},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6874532},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.6757903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6533982},{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.6443167},{"id":"https://openalex.org/C123046963","wikidata":"https://www.wikidata.org/wiki/Q22664","display_name":"Geographic coordinate system","level":2,"score":0.61954206},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.57191765},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.5226669},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.45576698},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45457476},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4455286},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.37119448},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33364654},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22485894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18258345},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17715654},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15656927},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.09433484},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09040132},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","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},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3022227.3022309","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3022309&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3022227.3022309","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3022309&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"score":0.61,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W1588237078","https://openalex.org/W1986324410","https://openalex.org/W2012084072","https://openalex.org/W2020642377","https://openalex.org/W2022749020","https://openalex.org/W2036234062","https://openalex.org/W2061961781","https://openalex.org/W2073021764","https://openalex.org/W2091924603","https://openalex.org/W2101535084","https://openalex.org/W2108467170","https://openalex.org/W2171805028","https://openalex.org/W2276410860","https://openalex.org/W2342848944","https://openalex.org/W2964805171","https://openalex.org/W3125096521","https://openalex.org/W4231057675"],"related_works":["https://openalex.org/W618248309","https://openalex.org/W4390419160","https://openalex.org/W4225671779","https://openalex.org/W3164215181","https://openalex.org/W2377336366","https://openalex.org/W2102464536","https://openalex.org/W2075798043","https://openalex.org/W2067047813","https://openalex.org/W1601203902","https://openalex.org/W1568097102"],"abstract_inverted_index":{"Analysis":[0],"of":[1,14,33,42,49,81],"transportation":[2,66,77,115,140,160,176],"mode":[3,116,141,161],"used":[4],"by":[5,71,83,146,172],"tourists":[6,82,170],"in":[7,136,177],"touristic":[8,180,185],"destination":[9],"areas":[10],"provides":[11],"basic":[12],"information":[13],"tourism":[15,27],"policy":[16],"making":[17,24],"for":[18,25],"local":[19],"governments":[20],"or":[21,106,174],"marketing":[22],"strategy":[23],"the":[26,30,40,114,139,178],"industry.":[28],"With":[29],"technical":[31],"advances":[32],"tracking":[34],"devices,":[35],"GPS":[36,57],"supported":[37],"smartphones":[38],"sense":[39],"movement":[41,111],"tourists,":[43],"and":[44,64,92,100,129],"generate":[45],"a":[46,158],"large":[47],"volumes":[48],"data":[50,59,150],"which":[51,182],"show":[52],"tourists'":[53],"trajectory":[54,58],"data.":[55],"Because":[56],"has":[60],"only":[61,122],"latitudes,":[62],"longitude":[63],"time,":[65],"modes":[67,78],"should":[68],"be":[69,119,143],"inferred":[70,120,145],"any":[72],"methods.":[73],"Some":[74],"researchers":[75],"infer":[76],"from":[79,123],"velocity":[80],"using":[84,147,164],"machine":[85],"learning":[86],"like":[87],"Support":[88],"Vector":[89],"Machine":[90],"(SVM)":[91],"Conditional":[93],"Random":[94],"Field":[95],"(CRF).":[96],"However,":[97],"because":[98],"trains":[99,128],"buses":[101,130],"temporarily":[102,131],"stop":[103,132],"at":[104],"stations":[105],"bus":[107],"stops,":[108],"respectively,":[109],"when":[110],"is":[112],"slow,":[113],"can":[117,142],"not":[118],"correctly":[121,144],"velocity.":[124],"The":[125],"locations":[126],"where":[127],"are":[133],"generally":[134],"known":[135],"advance.":[137],"Therefore,":[138],"such":[148],"location":[149],"as":[151],"environmental":[152,165],"constraints.In":[153],"this":[154],"research,":[155],"we":[156],"propose":[157],"new":[159],"inference":[162],"method":[163],"constraints.":[166],"We":[167],"assume":[168],"that":[169],"move":[171],"foot":[173],"public":[175],"large-size":[179],"destinations":[181],"include":[183],"many":[184],"spots.":[186]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2587030938","counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-03-17T14:35:16.956447","created_date":"2017-02-17"}