{"id":"https://openalex.org/W2245234806","doi":"https://doi.org/10.1109/geoinformatics.2015.7378704","title":"Research on the basic education spatial distribution in Shandong province","display_name":"Research on the basic education spatial distribution in Shandong province","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W2245234806","doi":"https://doi.org/10.1109/geoinformatics.2015.7378704","mag":"2245234806"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics.2015.7378704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2015.7378704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23rd International Conference on Geoinformatics","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/A5100341722","display_name":"Zi Ye","orcid":"https://orcid.org/0000-0003-1002-0315"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zi Ye","raw_affiliation_strings":["Shandong Provincial Institute of Land Surveying and Mapping, Jinan, Shandong, China"],"affiliations":[{"raw_affiliation_string":"Shandong Provincial Institute of Land Surveying and Mapping, Jinan, Shandong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112024858","display_name":"H. Xiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hengmao Xiang","raw_affiliation_strings":["Shandong Provincial Institute of Land Surveying and Mapping, Jinan, Shandong, China"],"affiliations":[{"raw_affiliation_string":"Shandong Provincial Institute of Land Surveying and Mapping, Jinan, Shandong, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100341722"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1111053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14051","display_name":"Regional Economic and Spatial Analysis","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11014","display_name":"Regional Economics and Spatial Analysis","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.6585791707038879},{"id":"https://openalex.org/keywords/educational-equity","display_name":"Educational equity","score":0.6439170837402344},{"id":"https://openalex.org/keywords/equity","display_name":"Equity (law)","score":0.5776996612548828},{"id":"https://openalex.org/keywords/basic-education","display_name":"Basic education","score":0.5626412034034729},{"id":"https://openalex.org/keywords/regional-science","display_name":"Regional science","score":0.5579355955123901},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.44965505599975586},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.4463139474391937},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40472179651260376},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.39043885469436646},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.36955103278160095},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3417873978614807},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.28724798560142517},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.18314191699028015},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.18248283863067627},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.13741183280944824},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13685795664787292},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12938573956489563}],"concepts":[{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.6585791707038879},{"id":"https://openalex.org/C2776696415","wikidata":"https://www.wikidata.org/wiki/Q5341281","display_name":"Educational equity","level":2,"score":0.6439170837402344},{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.5776996612548828},{"id":"https://openalex.org/C2779175122","wikidata":"https://www.wikidata.org/wiki/Q3309206","display_name":"Basic education","level":2,"score":0.5626412034034729},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.5579355955123901},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.44965505599975586},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.4463139474391937},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40472179651260376},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.39043885469436646},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.36955103278160095},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3417873978614807},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.28724798560142517},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.18314191699028015},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.18248283863067627},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.13741183280944824},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13685795664787292},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12938573956489563},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/geoinformatics.2015.7378704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2015.7378704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23rd International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W623871038","https://openalex.org/W1504411337","https://openalex.org/W1978743544","https://openalex.org/W1987955165","https://openalex.org/W1994299433","https://openalex.org/W2057161818","https://openalex.org/W2088866070","https://openalex.org/W2118898434","https://openalex.org/W2127236490","https://openalex.org/W2149446222","https://openalex.org/W2161987701","https://openalex.org/W2762169750","https://openalex.org/W3146568535","https://openalex.org/W6630138837","https://openalex.org/W6672542514","https://openalex.org/W6744618284"],"related_works":["https://openalex.org/W2382747736","https://openalex.org/W2348126779","https://openalex.org/W2387901184","https://openalex.org/W2379172049","https://openalex.org/W2349630472","https://openalex.org/W2366185982","https://openalex.org/W3212734174","https://openalex.org/W2468469497","https://openalex.org/W2371709414","https://openalex.org/W4401045880"],"abstract_inverted_index":{"Educational":[0],"equity":[1,19,41],"is":[2],"the":[3,7,13,17,35,66,71,77,91,94],"main":[4],"principle":[5],"of":[6,16,38,99],"basic":[8,39,72,95,106],"educational":[9,18,40],"balancing":[10],"development,":[11],"while":[12],"quantitative":[14],"analysis":[15,49],"indices":[20],"has":[21],"been":[22],"a":[23],"difficult":[24],"issue":[25],"in":[26,42,102,121],"education":[27,73,80,96,107,118],"theory":[28],"and":[29,58,74,82,117],"policy":[30,116],"problem.":[31],"The":[32,105],"paper":[33,92],"examines":[34],"spatial":[36,47,53,59,108],"pattern":[37],"Shandong":[43,103,122],"province":[44],"by":[45],"exploratory":[46],"data":[48],"(ESDA),":[50],"specifically":[51],"including":[52],"autocorrelation,":[54],"geographically":[55],"weighted":[56],"regression":[57],"clustering.":[60],"Our":[61],"preliminary":[62],"studies":[63],"help":[64],"reveal":[65],"key":[67],"factors":[68],"contributing":[69],"to":[70],"explicitly":[75],"explain":[76],"relationship":[78],"between":[79],"attainment":[81],"other":[83],"socio-economy":[84],"factors.":[85],"Furthermore,":[86],"based":[87],"on":[88],"ESDA":[89],"methods,":[90],"explores":[93],"resources":[97],"disparities":[98],"county":[100],"level":[101],"province.":[104,123],"distribution":[109],"study":[110],"provides":[111],"rational":[112],"implications":[113],"for":[114],"public":[115],"planning":[119],"practice":[120]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}