{"id":"https://openalex.org/W4411156903","doi":"https://doi.org/10.3390/ijgi14060226","title":"A Network Approach for Discovering Spatially Associated Objects","display_name":"A Network Approach for Discovering Spatially Associated Objects","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4411156903","doi":"https://doi.org/10.3390/ijgi14060226"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi14060226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi14060226","pdf_url":"https://www.mdpi.com/2220-9964/14/6/226/pdf?version=1749367919","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/2220-9964/14/6/226/pdf?version=1749367919","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009114126","display_name":"Changfeng Jing","orcid":"https://orcid.org/0000-0002-1270-5353"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]},{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changfeng Jing","raw_affiliation_strings":["School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","School of Information Engineering, China University of Geosciences Beijing, Beijing 100083, China"],"raw_orcid":"https://orcid.org/0000-0002-1270-5353","affiliations":[{"raw_affiliation_string":"School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","institution_ids":["https://openalex.org/I62853816"]},{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences Beijing, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101630682","display_name":"Tao Liang","orcid":"https://orcid.org/0000-0003-0568-5072"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Liang","raw_affiliation_strings":["School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100295583","display_name":"Yun\u2010Long Feng","orcid":"https://orcid.org/0000-0002-0561-8841"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunlong Feng","raw_affiliation_strings":["School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054272172","display_name":"Jianing Li","orcid":"https://orcid.org/0009-0006-1936-0999"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Li","raw_affiliation_strings":["School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geomatics and Urban Spatial Informatics, Beijing University of Civil Engineering and Architecture, Beijing 100044, China","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085580167","display_name":"Sensen Wu","orcid":"https://orcid.org/0000-0001-9322-0149"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sensen Wu","raw_affiliation_strings":["School of Earth Sciences, Zhejiang University, Hangzhou 310027, China"],"raw_orcid":"https://orcid.org/0000-0001-9322-0149","affiliations":[{"raw_affiliation_string":"School of Earth Sciences, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095063286","display_name":"Jiale Ding","orcid":"https://orcid.org/0000-0003-3802-9645"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiale Ding","raw_affiliation_strings":["School of Earth Sciences, Zhejiang University, Hangzhou 310027, China"],"raw_orcid":"https://orcid.org/0000-0003-3802-9645","affiliations":[{"raw_affiliation_string":"School of Earth Sciences, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101305994","display_name":"Gaoran Xu","orcid":"https://orcid.org/0009-0009-1794-3324"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaoran Xu","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences Beijing, Beijing 100083, China"],"raw_orcid":"https://orcid.org/0009-0009-1794-3324","affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences Beijing, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108047247","display_name":"Yang Hu","orcid":"https://orcid.org/0000-0002-9059-4118"},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Hu","raw_affiliation_strings":["School of Information Engineering, China University of Geosciences Beijing, Beijing 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, China University of Geosciences Beijing, Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5085580167"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13114671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"6","first_page":"226","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9980999827384949,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.48647114634513855},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3702465295791626},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3200072944164276}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48647114634513855},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3702465295791626},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3200072944164276}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/ijgi14060226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi14060226","pdf_url":"https://www.mdpi.com/2220-9964/14/6/226/pdf?version=1749367919","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:7cc9e182e17c4ea193cf0ffa10eb20d3","is_oa":true,"landing_page_url":"https://doaj.org/article/7cc9e182e17c4ea193cf0ffa10eb20d3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 14, Iss 6, p 226 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi14060226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi14060226","pdf_url":"https://www.mdpi.com/2220-9964/14/6/226/pdf?version=1749367919","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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411156903.pdf","grobid_xml":"https://content.openalex.org/works/W4411156903.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W103340358","https://openalex.org/W190049315","https://openalex.org/W1967863517","https://openalex.org/W1969702699","https://openalex.org/W1973749534","https://openalex.org/W1997862802","https://openalex.org/W2015191210","https://openalex.org/W2047927510","https://openalex.org/W2053229448","https://openalex.org/W2059850603","https://openalex.org/W2082340482","https://openalex.org/W2097772947","https://openalex.org/W2109407694","https://openalex.org/W2114213946","https://openalex.org/W2130630198","https://openalex.org/W2137595232","https://openalex.org/W2146960954","https://openalex.org/W2152907584","https://openalex.org/W2165979754","https://openalex.org/W2197906902","https://openalex.org/W2296266643","https://openalex.org/W2331794378","https://openalex.org/W2408105385","https://openalex.org/W2414757501","https://openalex.org/W2575405128","https://openalex.org/W2596187799","https://openalex.org/W2751158415","https://openalex.org/W2755422320","https://openalex.org/W2810005285","https://openalex.org/W2903793179","https://openalex.org/W2914407865","https://openalex.org/W2948519073","https://openalex.org/W2954971206","https://openalex.org/W2999095741","https://openalex.org/W3004732605","https://openalex.org/W3019429952","https://openalex.org/W3046442394","https://openalex.org/W3049383528","https://openalex.org/W3096200585","https://openalex.org/W3100042321","https://openalex.org/W3113020473","https://openalex.org/W3155872716","https://openalex.org/W3192003023","https://openalex.org/W4240652715","https://openalex.org/W4281717142","https://openalex.org/W4311773309","https://openalex.org/W4312857244","https://openalex.org/W4313592093","https://openalex.org/W4323065900","https://openalex.org/W4327621204","https://openalex.org/W4377288864","https://openalex.org/W4383426985","https://openalex.org/W4385888697","https://openalex.org/W4386450958","https://openalex.org/W4386779597","https://openalex.org/W4391448302","https://openalex.org/W6654155348","https://openalex.org/W6681858501","https://openalex.org/W6702328503","https://openalex.org/W6838337243","https://openalex.org/W6990077718"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Discovering":[0],"spatially":[1,92],"associated":[2,10,22,93],"objects":[3,23],"involves":[4],"measuring":[5],"objects\u2019":[6,40],"similarities":[7],"and":[8,17,47,80],"retrieving":[9],"objects.":[11],"The":[12,72,96,109],"integration":[13],"of":[14,30,51,91,133],"spatial":[15,48,77],"topology":[16],"network":[18,52],"models":[19],"for":[20],"discovering":[21],"remains":[24],"largely":[25],"unexplored.":[26],"Here,":[27],"the":[28,44,57,89,131],"concept":[29],"a":[31],"maximum":[32],"topological":[33,45,81,114],"accessibility":[34,46],"path":[35],"was":[36],"developed":[37],"to":[38,68],"quantify":[39],"similarity":[41,50],"attenuation.":[42],"Considering":[43],"feature":[49],"nodes,":[53],"an":[54],"approach":[55,98],"named":[56],"Weighted":[58],"Similarity":[59],"measure":[60,69],"method":[61],"considering":[62],"Topological":[63],"Accessibility":[64],"(WSTA)":[65],"is":[66,99],"proposed":[67,97],"object":[70,94],"association.":[71],"WSTA":[73],"can":[74],"capture":[75],"both":[76],"interaction":[78],"patterns":[79],"relationships":[82],"in":[83,121,130],"complex":[84],"urban":[85],"environments,":[86],"thereby":[87,125],"improving":[88],"accuracy":[90,119],"discovery.":[95],"validated":[100],"using":[101],"real-world":[102],"point-of-interest":[103],"(POI)":[104],"datasets":[105],"from":[106],"Beijing":[107],"city.":[108],"results":[110],"suggest":[111],"that":[112],"integrating":[113],"relationship":[115],"approaches":[116],"yields":[117],"significant":[118],"improvements":[120],"existing":[122],"baseline":[123],"methods,":[124],"enriching":[126],"geospatial":[127,135],"data":[128],"retrieval":[129],"era":[132],"big":[134],"data.":[136]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
