{"id":"https://openalex.org/W4318198031","doi":"https://doi.org/10.1007/s13218-022-00796-0","title":"Current topics and challenges in geoAI","display_name":"Current topics and challenges in geoAI","publication_year":2023,"publication_date":"2023-01-26","ids":{"openalex":"https://openalex.org/W4318198031","doi":"https://doi.org/10.1007/s13218-022-00796-0"},"language":"en","primary_location":{"id":"doi:10.1007/s13218-022-00796-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13218-022-00796-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13218-022-00796-0.pdf","source":{"id":"https://openalex.org/S4210234608","display_name":"KI - K\u00fcnstliche Intelligenz","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s13218-022-00796-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007607865","display_name":"Kai\u2010Florian Richter","orcid":"https://orcid.org/0000-0001-5629-0981"},"institutions":[{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Kai-Florian Richter","raw_affiliation_strings":["Department of Computing Science, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science, Ume\u00e5 University, 901 87, Ume\u00e5, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031790635","display_name":"Simon Scheider","orcid":"https://orcid.org/0000-0002-2267-4810"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Simon Scheider","raw_affiliation_strings":["Department of Human Geography and Spatial Planning, Utrecht University, Princetonlaan 8a, 35844 CB, Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Human Geography and Spatial Planning, Utrecht University, Princetonlaan 8a, 35844 CB, Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007607865"],"corresponding_institution_ids":["https://openalex.org/I90267481"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":7.3858,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96911997,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"37","issue":"1","first_page":"11","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9970999956130981,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.6835890412330627},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6150749921798706},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6107330322265625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5995182991027832},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42947494983673096},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13235196471214294},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1160530149936676}],"concepts":[{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.6835890412330627},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6150749921798706},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6107330322265625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5995182991027832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42947494983673096},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13235196471214294},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1160530149936676},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13218-022-00796-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13218-022-00796-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13218-022-00796-0.pdf","source":{"id":"https://openalex.org/S4210234608","display_name":"KI - K\u00fcnstliche Intelligenz","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:umu-204685","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-204685","pdf_url":"https://umu.diva-portal.org/smash/get/diva2:1735729/FULLTEXT02","source":{"id":"https://openalex.org/S4306400361","display_name":"DiVA at Ume\u00e5 University (Ume\u00e5 University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I90267481","host_organization_name":"Ume\u00e5 University","host_organization_lineage":["https://openalex.org/I90267481"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"},{"id":"pmh:oai:dspace.library.uu.nl:1874/429407","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/429407","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1007/s13218-022-00796-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s13218-022-00796-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s13218-022-00796-0.pdf","source":{"id":"https://openalex.org/S4210234608","display_name":"KI - K\u00fcnstliche Intelligenz","issn_l":"0933-1875","issn":["0933-1875","1610-1987"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"KI - K\u00fcnstliche Intelligenz","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4318198031.pdf"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W64370897","https://openalex.org/W118001541","https://openalex.org/W1506480041","https://openalex.org/W1581541037","https://openalex.org/W1606711153","https://openalex.org/W1812247352","https://openalex.org/W1972788749","https://openalex.org/W1973749534","https://openalex.org/W1991234085","https://openalex.org/W1997413723","https://openalex.org/W2000390665","https://openalex.org/W2006488799","https://openalex.org/W2015987697","https://openalex.org/W2017717118","https://openalex.org/W2048511474","https://openalex.org/W2049417163","https://openalex.org/W2063935068","https://openalex.org/W2078019102","https://openalex.org/W2078291859","https://openalex.org/W2089967673","https://openalex.org/W2110152355","https://openalex.org/W2112620321","https://openalex.org/W2117810730","https://openalex.org/W2119305001","https://openalex.org/W2119538072","https://openalex.org/W2255845836","https://openalex.org/W2412677651","https://openalex.org/W2531022405","https://openalex.org/W2549412929","https://openalex.org/W2589813471","https://openalex.org/W2599868771","https://openalex.org/W2618713027","https://openalex.org/W2743419157","https://openalex.org/W2764034829","https://openalex.org/W2773953264","https://openalex.org/W2776890924","https://openalex.org/W2782522152","https://openalex.org/W2788008270","https://openalex.org/W2792464110","https://openalex.org/W2884606492","https://openalex.org/W2903837304","https://openalex.org/W2921133091","https://openalex.org/W2929349101","https://openalex.org/W2951450991","https://openalex.org/W2982441053","https://openalex.org/W2985031189","https://openalex.org/W2989056501","https://openalex.org/W3008439211","https://openalex.org/W3011565817","https://openalex.org/W3019166713","https://openalex.org/W3029274800","https://openalex.org/W3030402745","https://openalex.org/W3097532926","https://openalex.org/W3103964896","https://openalex.org/W3108914020","https://openalex.org/W3161200389","https://openalex.org/W3172066753","https://openalex.org/W3199607268","https://openalex.org/W3206799531","https://openalex.org/W3215797905","https://openalex.org/W4200113640","https://openalex.org/W4210434448","https://openalex.org/W4210883322","https://openalex.org/W4211181214","https://openalex.org/W4231847248","https://openalex.org/W4233434634","https://openalex.org/W4241569833","https://openalex.org/W4250399327","https://openalex.org/W4292198479","https://openalex.org/W4304140835","https://openalex.org/W4306745065","https://openalex.org/W4308644824"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084","https://openalex.org/W3003361536"],"abstract_inverted_index":{"Abstract":[0],"Taken":[1],"literally,":[2],"geoAI":[3,22],"is":[4],"the":[5,42],"use":[6],"of":[7,27,44,54],"Artificial":[8],"Intelligence":[9],"methods":[10],"and":[11,32,57,61],"techniques":[12],"in":[13,41,63],"solving":[14],"geo-spatial":[15],"problems.":[16],"Similar":[17],"to":[18],"AI":[19],"more":[20],"generally,":[21],"has":[23],"seen":[24],"an":[25],"influx":[26],"new":[28],"(big)":[29],"data":[30],"sources":[31],"advanced":[33],"machine":[34],"learning":[35],"techniques,":[36],"but":[37],"also":[38],"a":[39],"shift":[40],"kind":[43],"problems":[45],"under":[46],"investigation.":[47],"In":[48],"this":[49],"article,":[50],"we":[51],"highlight":[52],"some":[53],"these":[55],"changes":[56],"identify":[58],"current":[59],"topics":[60],"challenges":[62],"geoAI.":[64]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
