{"id":"https://openalex.org/W4226226743","doi":"https://doi.org/10.1145/3512576.3512660","title":"Factors Influencing Spatial Deprivation of Urban Public Transit\u2014\u2014The Perspective of Public Transit Resource Allocation","display_name":"Factors Influencing Spatial Deprivation of Urban Public Transit\u2014\u2014The Perspective of Public Transit Resource Allocation","publication_year":2021,"publication_date":"2021-12-22","ids":{"openalex":"https://openalex.org/W4226226743","doi":"https://doi.org/10.1145/3512576.3512660"},"language":"en","primary_location":{"id":"doi:10.1145/3512576.3512660","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512576.3512660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 9th International Conference on Information Technology: IoT and Smart City","raw_type":"proceedings-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/A5100320648","display_name":"Yuanyuan Zhang","orcid":"https://orcid.org/0000-0002-3564-3204"},"institutions":[{"id":"https://openalex.org/I4400573165","display_name":"Guangzhou Xinhua University","ror":"https://ror.org/0068n3903","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573165"]},{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanyuan Zhang","raw_affiliation_strings":["School of Resources and the Urban Planning, Guangzhou Xinhua University, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and the Urban Planning, Guangzhou Xinhua University, China","institution_ids":["https://openalex.org/I4210156464","https://openalex.org/I4400573165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018117355","display_name":"Chengkun Li","orcid":"https://orcid.org/0000-0001-5848-910X"},"institutions":[{"id":"https://openalex.org/I4400573165","display_name":"Guangzhou Xinhua University","ror":"https://ror.org/0068n3903","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573165"]},{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengkun Li","raw_affiliation_strings":["School of Resources and the Urban Planning, Guangzhou Xinhua University, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and the Urban Planning, Guangzhou Xinhua University, China","institution_ids":["https://openalex.org/I4210156464","https://openalex.org/I4400573165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100678100","display_name":"Zehui Chen","orcid":"https://orcid.org/0000-0002-7121-5653"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zehui Chen","raw_affiliation_strings":["City University of Macau, China"],"affiliations":[{"raw_affiliation_string":"City University of Macau, China","institution_ids":["https://openalex.org/I6469544"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100320648"],"corresponding_institution_ids":["https://openalex.org/I4210156464","https://openalex.org/I4400573165"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19411502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"484","last_page":"492"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9998000264167786,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9998000264167786,"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":0.9987000226974487,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9894999861717224,"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/public-transport","display_name":"Public transport","score":0.7990466356277466},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.5578088164329529},{"id":"https://openalex.org/keywords/per-capita","display_name":"Per capita","score":0.5041075944900513},{"id":"https://openalex.org/keywords/equity","display_name":"Equity (law)","score":0.4614962041378021},{"id":"https://openalex.org/keywords/transit","display_name":"Transit (satellite)","score":0.4606615900993347},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4439353942871094},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4168553054332733},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.41214054822921753},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.40822699666023254},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34977930784225464},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21618860960006714},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.20433008670806885},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14733996987342834},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13525670766830444},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1251438558101654},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.10420289635658264},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09837859869003296}],"concepts":[{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.7990466356277466},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5578088164329529},{"id":"https://openalex.org/C127598652","wikidata":"https://www.wikidata.org/wiki/Q558635","display_name":"Per capita","level":3,"score":0.5041075944900513},{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.4614962041378021},{"id":"https://openalex.org/C2778022998","wikidata":"https://www.wikidata.org/wiki/Q651136","display_name":"Transit (satellite)","level":3,"score":0.4606615900993347},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4439353942871094},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4168553054332733},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.41214054822921753},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.40822699666023254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34977930784225464},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21618860960006714},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.20433008670806885},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14733996987342834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13525670766830444},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1251438558101654},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.10420289635658264},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09837859869003296},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3512576.3512660","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512576.3512660","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 The 9th International Conference on Information Technology: IoT and Smart City","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1972922111","https://openalex.org/W2060039178","https://openalex.org/W2146099539","https://openalex.org/W2146234971","https://openalex.org/W2163291919","https://openalex.org/W2167782343","https://openalex.org/W2351269514","https://openalex.org/W2388721298","https://openalex.org/W2897717850"],"related_works":["https://openalex.org/W2184841494","https://openalex.org/W2333602870","https://openalex.org/W2061199523","https://openalex.org/W1580193255","https://openalex.org/W3001427781","https://openalex.org/W2052743154","https://openalex.org/W3162329824","https://openalex.org/W4388420020","https://openalex.org/W4238517002","https://openalex.org/W1987978726"],"abstract_inverted_index":{"Based":[0],"on":[1,27,76],"the":[2,8,12,18,28,54,59,69,77,82,92,101,112,115,122,125,131,143,150,152,162,171,179,191,214,221,225],"allocation":[3,43,201],"of":[4,30,81,103,124,133,154,173,181,193,216,220],"public":[5,19,31,40,78,93,104,145,155,194],"transit":[6,20,41,79,94,105,146,156,195],"resources,":[7,106],"study":[9,73],"firstly":[10],"used":[11],"cluster":[13],"analysis":[14],"algorithm":[15],"to":[16,114,187,205],"classify":[17],"deprivation":[21,45,80,95,175,186],"level":[22,46,61,102],"into":[23],"four":[24],"levels":[25],"based":[26],"accessibility":[29],"transit.":[32],"Then,":[33],"a":[34,118,188,206],"multivariate":[35],"logistic":[36],"regression":[37],"model":[38],"between":[39,161],"resource":[42],"and":[44,49,107,135,138,164,167,170,203,218],"was":[47,62,74],"constructed":[48],"reversely":[50],"tested,":[51],"indicating":[52],"that":[53,91,177],"model's":[55],"accuracy":[56],"in":[57,85,96,117],"predicting":[58],"fairness":[60],"as":[63,65],"high":[64],"76.52%.":[66],"By":[67],"using":[68],"model,":[70],"an":[71],"empirical":[72],"conducted":[75],"downtown":[83],"area":[84,141],"Guangzhou":[86,97],"City.":[87],"The":[88,158,209],"results":[89],"show":[90],"is":[98],"affected":[99],"by":[100],"it":[108],"increases":[109],"spatially":[110],"from":[111],"center":[113],"outside":[116],"layer":[119],"structure,":[120],"with":[121],"northeast":[123],"city":[126],"presenting":[127],"severe":[128],"deprivation.":[129,157,227],"With":[130],"decrease":[132],"station":[134,139,163,168],"line":[136,165],"coverage":[137,215],"service":[140],"coverage,":[142],"more":[144],"resources":[147,196],"per":[148],"capita,":[149],"lower":[151],"degree":[153],"U-shaped":[159],"relationship":[160],"occupancy":[166,169],"intensity":[172],"traffic":[174,185,226],"indicates":[176],"although":[178],"increase":[180],"both":[182],"can":[183],"alleviate":[184],"certain":[189],"extent,":[190],"over-concentration":[192],"will":[197,223],"reduce":[198],"its":[199],"spatial":[200],"efficiency":[202],"lead":[204],"decreased":[207,210],"equity.":[208],"location":[211],"quotient":[212],"within":[213],"300m":[217],"500m":[219],"stations":[222],"aggravate":[224]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
