{"id":"https://openalex.org/W4401339227","doi":"https://doi.org/10.1080/13658816.2024.2387198","title":"Automatic road network selection method considering functional semantic features of roads with graph convolutional networks","display_name":"Automatic road network selection method considering functional semantic features of roads with graph convolutional networks","publication_year":2024,"publication_date":"2024-08-05","ids":{"openalex":"https://openalex.org/W4401339227","doi":"https://doi.org/10.1080/13658816.2024.2387198"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2024.2387198","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2024.2387198","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101998691","display_name":"Jianbo Tang","orcid":"https://orcid.org/0000-0002-9780-0439"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbo Tang","raw_affiliation_strings":["Department of Geo-Informatics, Central South University, Changsha, Hunan, China","Hunan Geospatial Information Engineering and Technology Research Center, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Department of Geo-Informatics, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Hunan Geospatial Information Engineering and Technology Research Center, Changsha, Hunan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058995614","display_name":"Min Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Deng","raw_affiliation_strings":["Department of Geo-Informatics, Central South University, Changsha, Hunan, China","Hunan Geospatial Information Engineering and Technology Research Center, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Department of Geo-Informatics, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Hunan Geospatial Information Engineering and Technology Research Center, Changsha, Hunan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101920350","display_name":"Ju Peng","orcid":"https://orcid.org/0000-0001-7520-1534"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ju Peng","raw_affiliation_strings":["Department of Geo-Informatics, Central South University, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Department of Geo-Informatics, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102817080","display_name":"Huimin Liu","orcid":"https://orcid.org/0000-0002-7419-5838"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Liu","raw_affiliation_strings":["Department of Geo-Informatics, Central South University, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Department of Geo-Informatics, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027239954","display_name":"Xuexi Yang","orcid":"https://orcid.org/0000-0001-5531-5841"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuexi Yang","raw_affiliation_strings":["Department of Geo-Informatics, Central South University, Changsha, Hunan, China","Hunan Geospatial Information Engineering and Technology Research Center, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Department of Geo-Informatics, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Hunan Geospatial Information Engineering and Technology Research Center, Changsha, Hunan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088691885","display_name":"Xueying Chen","orcid":"https://orcid.org/0000-0002-5167-3550"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueying Chen","raw_affiliation_strings":["Department of Geo-Informatics, Central South University, Changsha, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Department of Geo-Informatics, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101920350"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":16.3095,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.99043261,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"38","issue":"11","first_page":"2403","last_page":"2432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/computer-science","display_name":"Computer science","score":0.6566932797431946},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5446471571922302},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47915953397750854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3753296434879303},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3648235499858856},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19356116652488708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6566932797431946},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5446471571922302},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47915953397750854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3753296434879303},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3648235499858856},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19356116652488708}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658816.2024.2387198","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2024.2387198","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G19235657","display_name":null,"funder_award_id":"42171441","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2058298519","display_name":null,"funder_award_id":"2024AQ2026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2488383670","display_name":null,"funder_award_id":"42271462","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3261553881","display_name":null,"funder_award_id":"2021JJ40727","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5010253847","display_name":null,"funder_award_id":"2024JJ8343","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6121307318","display_name":null,"funder_award_id":"2022YFB3904203","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G660783497","display_name":null,"funder_award_id":"42271485","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W962477327","https://openalex.org/W1967061497","https://openalex.org/W1967343059","https://openalex.org/W1970851960","https://openalex.org/W1971919964","https://openalex.org/W1979676259","https://openalex.org/W1985120299","https://openalex.org/W1988018922","https://openalex.org/W1988849643","https://openalex.org/W1995749047","https://openalex.org/W2003744360","https://openalex.org/W2009335577","https://openalex.org/W2029008153","https://openalex.org/W2035873138","https://openalex.org/W2044040165","https://openalex.org/W2045561454","https://openalex.org/W2052958516","https://openalex.org/W2056151032","https://openalex.org/W2058432627","https://openalex.org/W2069275759","https://openalex.org/W2071583835","https://openalex.org/W2095517155","https://openalex.org/W2099970772","https://openalex.org/W2131030644","https://openalex.org/W2138742345","https://openalex.org/W2164276985","https://openalex.org/W2166771065","https://openalex.org/W2208841078","https://openalex.org/W2255845836","https://openalex.org/W2299288249","https://openalex.org/W2375053207","https://openalex.org/W2379360793","https://openalex.org/W2896912559","https://openalex.org/W2944179008","https://openalex.org/W2961527766","https://openalex.org/W2962983474","https://openalex.org/W2964785319","https://openalex.org/W3004374212","https://openalex.org/W3151424322","https://openalex.org/W3211434899","https://openalex.org/W4248851175","https://openalex.org/W4281253492","https://openalex.org/W4283020772","https://openalex.org/W4292687257","https://openalex.org/W4306969732","https://openalex.org/W4312783875","https://openalex.org/W4378909156","https://openalex.org/W4385758501","https://openalex.org/W4398140129","https://openalex.org/W7020866649"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Road":[0],"network":[1,14,89,101,117],"selection":[2,72,90,102,172],"plays":[3],"a":[4,53,104,110,147,189],"key":[5],"role":[6],"in":[7],"map":[8],"generalization":[9],"for":[10,140,175,192],"creating":[11],"multi-scale":[12,142],"road":[13,20,24,31,37,88,100,116,120,143,153,158],"maps.":[15,180],"Existing":[16],"methods":[17,186],"usually":[18],"determine":[19],"importance":[21,32,81],"based":[22,39,92,150],"on":[23,40,93,151],"geometric":[25],"and":[26,59,74,84,118,125,145,177,187],"topological":[27],"features,":[28],"few":[29],"evaluate":[30],"from":[33],"the":[34,45,56,79,114,152,162,169],"perspective":[35],"of":[36,48,82,171],"utilization":[38],"human":[41],"travel":[42,70],"data,":[43],"ignoring":[44],"functional":[46,66,80,127,166],"values":[47],"roads,":[49],"which":[50,98],"leads":[51],"to":[52,77,156],"mismatch":[54],"between":[55],"generated":[57],"results":[58],"people's":[60],"needs.":[61],"This":[62],"paper":[63],"develops":[64],"two":[65,126],"semantic":[67,128],"features":[68,121,167],"(i.e.":[69],"path":[71],"probability":[73],"regional":[75],"attractiveness)":[76],"measure":[78],"roads":[83],"proposes":[85],"an":[86,133],"automatic":[87],"method":[91,183],"graph":[94,112],"convolutional":[95],"networks":[96,144],"(GCN),":[97],"models":[99,195],"as":[103],"binary":[105],"classification.":[106],"Firstly,":[107],"we":[108,131],"create":[109],"dual":[111],"representing":[113],"source":[115],"extract":[119],"including":[122],"six":[123],"graphical":[124],"features.":[129],"Then,":[130],"develop":[132],"extended":[134],"GCN":[135],"model":[136,164],"with":[137,165],"connectivity":[138],"loss":[139],"generating":[141],"propose":[146],"refinement":[148],"strategy":[149],"continuity":[154],"principle":[155],"ensure":[157],"topology.":[159],"Experiments":[160],"demonstrate":[161],"proposed":[163,182],"improves":[168],"quality":[170],"results,":[173],"particularly":[174],"large":[176],"medium":[178],"scale":[179],"The":[181],"outperforms":[184],"state-of-the-art":[185],"provides":[188],"meaningful":[190],"attempt":[191],"artificial":[193],"intelligence":[194],"empowering":[196],"cartography.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
