{"id":"https://openalex.org/W2943650888","doi":"https://doi.org/10.3390/ijgi8050207","title":"Analysis of Spatial Characteristics of Digital Signage in Beijing with Multi-Source Data","display_name":"Analysis of Spatial Characteristics of Digital Signage in Beijing with Multi-Source Data","publication_year":2019,"publication_date":"2019-05-06","ids":{"openalex":"https://openalex.org/W2943650888","doi":"https://doi.org/10.3390/ijgi8050207","mag":"2943650888"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi8050207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8050207","pdf_url":"https://www.mdpi.com/2220-9964/8/5/207/pdf?version=1557136958","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/8/5/207/pdf?version=1557136958","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035358896","display_name":"Xun Zhang","orcid":"https://orcid.org/0000-0002-5502-2974"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xun Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China","Key Laboratory of Resources Utilization and Environmental Remediation, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"Key Laboratory of Resources Utilization and Environmental Remediation, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010040731","display_name":"Guangchi Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangchi Ma","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001098322","display_name":"Li Jiang","orcid":"https://orcid.org/0000-0001-7047-0444"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Jiang","raw_affiliation_strings":["National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635891","display_name":"Xiaohu Zhang","orcid":"https://orcid.org/0000-0001-5654-1445"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohu Zhang","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China","Key Laboratory of Resources Utilization and Environmental Remediation, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China","institution_ids":["https://openalex.org/I179026463"]},{"raw_affiliation_string":"Key Laboratory of Resources Utilization and Environmental Remediation, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"National Engineering and Technology Center for Information Agriculture, Nanjing Agricultural University, Nanjing 210095, China","institution_ids":["https://openalex.org/I119454577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414021","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0001-6216-5538"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101493270","display_name":"Yuxue Wang","orcid":"https://orcid.org/0000-0002-3371-3723"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxue Wang","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104110824","display_name":"Conghui Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Conghui Zhao","raw_affiliation_strings":["Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Big Data Technology for Food Safety, School of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China","institution_ids":["https://openalex.org/I179026463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5001098322"],"corresponding_institution_ids":["https://openalex.org/I119454577"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.8099,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73981339,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":"5","first_page":"207","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12325","display_name":"Urban Design and Spatial Analysis","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12325","display_name":"Urban Design and Spatial Analysis","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9722999930381775,"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/digital-signage","display_name":"Digital signage","score":0.8724328279495239},{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.6997390985488892},{"id":"https://openalex.org/keywords/signage","display_name":"Signage","score":0.6519588232040405},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5319103598594666},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4506705403327942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4455903172492981},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.37372785806655884},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.33603140711784363},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.23297786712646484},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21732065081596375},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21375328302383423},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2119733691215515}],"concepts":[{"id":"https://openalex.org/C2777766583","wikidata":"https://www.wikidata.org/wiki/Q756568","display_name":"Digital signage","level":2,"score":0.8724328279495239},{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.6997390985488892},{"id":"https://openalex.org/C114938261","wikidata":"https://www.wikidata.org/wiki/Q1211272","display_name":"Signage","level":2,"score":0.6519588232040405},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5319103598594666},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4506705403327942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4455903172492981},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.37372785806655884},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.33603140711784363},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.23297786712646484},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21732065081596375},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21375328302383423},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2119733691215515},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi8050207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8050207","pdf_url":"https://www.mdpi.com/2220-9964/8/5/207/pdf?version=1557136958","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:065e354f9be74e3dbc06fa667d945c3e","is_oa":true,"landing_page_url":"https://doaj.org/article/065e354f9be74e3dbc06fa667d945c3e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 8, Iss 5, p 207 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/8/5/207/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi8050207","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi8050207","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8050207","pdf_url":"https://www.mdpi.com/2220-9964/8/5/207/pdf?version=1557136958","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1470949930","display_name":null,"funder_award_id":"2017M620885","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3463386786","display_name":null,"funder_award_id":"2017M620","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5612697103","display_name":null,"funder_award_id":"2017M","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2943650888.pdf","grobid_xml":"https://content.openalex.org/works/W2943650888.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W804139766","https://openalex.org/W1488297414","https://openalex.org/W1553047400","https://openalex.org/W1955049276","https://openalex.org/W1967058223","https://openalex.org/W1972543268","https://openalex.org/W1977556410","https://openalex.org/W1977983731","https://openalex.org/W1978906111","https://openalex.org/W1985127276","https://openalex.org/W2017755807","https://openalex.org/W2030214288","https://openalex.org/W2034577164","https://openalex.org/W2047926060","https://openalex.org/W2061034685","https://openalex.org/W2082973951","https://openalex.org/W2089844711","https://openalex.org/W2115022330","https://openalex.org/W2116102968","https://openalex.org/W2116231131","https://openalex.org/W2135442222","https://openalex.org/W2140405352","https://openalex.org/W2142137317","https://openalex.org/W2146402105","https://openalex.org/W2149553730","https://openalex.org/W2213181861","https://openalex.org/W2267432026","https://openalex.org/W2297788108","https://openalex.org/W2330792152","https://openalex.org/W2381927689","https://openalex.org/W2392280735","https://openalex.org/W2401840408","https://openalex.org/W2408210571","https://openalex.org/W2476849723","https://openalex.org/W2553562396","https://openalex.org/W2557672990","https://openalex.org/W2825851235","https://openalex.org/W2888827030","https://openalex.org/W2998592098","https://openalex.org/W3124381433","https://openalex.org/W4230669233","https://openalex.org/W4285719527","https://openalex.org/W6629032684","https://openalex.org/W6644682428","https://openalex.org/W6670004320","https://openalex.org/W6680409480","https://openalex.org/W6713127779","https://openalex.org/W6979975936"],"related_works":["https://openalex.org/W2738349883","https://openalex.org/W2560691287","https://openalex.org/W4302319095","https://openalex.org/W2149553730","https://openalex.org/W243550369","https://openalex.org/W1977404739","https://openalex.org/W2094952917","https://openalex.org/W2498372786","https://openalex.org/W2322013398","https://openalex.org/W1973183536"],"abstract_inverted_index":{"Digital":[0,173],"signage":[1,23,40,82,106,124,138,174,194,229,242,255],"is":[2,48,175,195],"an":[3,151],"important":[4],"medium":[5],"for":[6,247],"urban":[7,200],"outdoor":[8,37],"advertising.":[9],"Understanding":[10],"the":[11,19,27,42,51,64,100,109,112,116,120,136,156,163,167,180,182,185,189,198,214,218,237,250],"spatial":[12,77,95,102,190,225],"distribution":[13,78,121,146,191],"characteristics":[14,79,103,212,226],"and":[15,30,54,63,107,149,155,184,243],"factors":[16,71,117],"that":[17,72,118,134],"influence":[18,73,119],"site":[20],"of":[21,33,66,80,104,111,122,166,192,202,221,227,240,249,253],"digital":[22,34,39,74,81,105,123,137,193,222,228,241,254],"are":[24,69,83,125,159],"conducive":[25],"to":[26,98],"efficient,":[28],"standardized,":[29],"sustainable":[31,238,251],"development":[32,201],"signage.":[35,75,223],"The":[36,76,131,205,224],"commercial":[38,67],"within":[41],"Sixth":[43],"Ring":[44],"Road":[45],"in":[46,139,162,231],"Beijing":[47,140],"taken":[49],"as":[50],"research":[52,248],"object,":[53],"social":[55,206],"network":[56,61,207],"check-ins,":[57],"housing":[58],"prices,":[59],"traffic":[60],"centrality":[62,148],"mount":[65],"facilities":[68],"considered":[70],"studied":[84],"by":[85,127],"using":[86],"point":[87],"pattern":[88],"analysis":[89],"methods.":[90],"Moreover,":[91],"we":[92],"use":[93],"three":[94,178],"clustering":[96],"algorithms":[97],"study":[99,233],"hierarchical":[101],"test":[108],"effectiveness":[110],"results.":[113],"In":[114,187],"addition,":[115,188],"analyzed":[126],"Spearman":[128],"correlation":[129,216],"analysis.":[130],"results":[132],"indicate":[133],"(1)":[135],"generally":[141],"presents":[142],"a":[143,245],"relatively":[144],"concentrated":[145,161],"with":[147,197,209,217],"forms":[150],"obvious":[152],"gathering":[153],"area":[154],"agglomeration":[157],"centers":[158],"mainly":[160],"core":[164],"parts":[165],"central":[168],"business":[169],"district":[170],"(CBD).":[171],"(2)":[172],"categorized":[176],"into":[177],"groups,":[179],"traffic-oriented,":[181],"population-oriented,":[183],"market-oriented.":[186],"consistent":[196],"historical":[199],"Beijing.":[203],"(3)":[204],"check-ins":[208],"dynamic":[210],"population":[211],"had":[213],"highest":[215],"operation":[219],"cost":[220],"evaluated":[230],"this":[232],"can":[234],"effectively":[235],"enhance":[236],"management":[239],"provide":[244],"reference":[246],"allocation":[252],"resources.":[256]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
