{"id":"https://openalex.org/W4312656653","doi":"https://doi.org/10.1109/igarss46834.2022.9883649","title":"A Semantics-Guided and Spatial-Aware Framework for Natural Resources Geo-Analytical Question Answering","display_name":"A Semantics-Guided and Spatial-Aware Framework for Natural Resources Geo-Analytical Question Answering","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312656653","doi":"https://doi.org/10.1109/igarss46834.2022.9883649"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9883649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9883649","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5035656977","display_name":"Jindi Wang","orcid":"https://orcid.org/0000-0003-4962-4888"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jindi Wang","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,Wuhan,P. R. China,430079"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,Wuhan,P. R. China,430079","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052272301","display_name":"Haigang Sui","orcid":"https://orcid.org/0000-0003-4405-3553"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haigang Sui","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,Wuhan,P. R. China,430079"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,Wuhan,P. R. China,430079","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017231732","display_name":"Yongcheng Li","orcid":"https://orcid.org/0000-0001-6360-3325"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongcheng Li","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,Wuhan,P. R. China,430079"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,Wuhan,P. R. China,430079","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082876858","display_name":"Lieyun Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lieyun Hu","raw_affiliation_strings":["Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,Wuhan,P. R. China,430079"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan University,State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing,Wuhan,P. R. China,430079","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2430","last_page":"2433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9987000226974487,"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":0.9987000226974487,"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":0.975600004196167,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8371541500091553},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.7952587008476257},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.6400384306907654},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6206398010253906},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5734264850616455},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.466374933719635},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.4606724977493286},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4000677466392517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34189850091934204},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13136857748031616}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8371541500091553},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.7952587008476257},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.6400384306907654},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6206398010253906},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5734264850616455},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.466374933719635},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.4606724977493286},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4000677466392517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34189850091934204},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13136857748031616},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9883649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9883649","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":10,"referenced_works":["https://openalex.org/W1987110781","https://openalex.org/W2033407985","https://openalex.org/W2898502679","https://openalex.org/W3012111773","https://openalex.org/W3023770275","https://openalex.org/W3098351727","https://openalex.org/W3099700870","https://openalex.org/W3102423243","https://openalex.org/W3118503896","https://openalex.org/W3168972675"],"related_works":["https://openalex.org/W207304934","https://openalex.org/W2033261979","https://openalex.org/W4312594379","https://openalex.org/W1602736231","https://openalex.org/W2038246283","https://openalex.org/W4205972408","https://openalex.org/W1483367581","https://openalex.org/W15319282","https://openalex.org/W2992695426","https://openalex.org/W4312895209"],"abstract_inverted_index":{"Question":[0],"answering":[1,49,147,189],"system":[2,148],"is":[3,50,120,166],"an":[4,112],"emerging":[5],"information":[6,32,86],"service":[7],"system,":[8],"which":[9],"enables":[10],"people":[11],"to":[12,18,58,80,101,122,157],"get":[13],"answers":[14],"easily":[15],"and":[16,33,41,74,84,94,141,155,171],"quickly":[17],"their":[19],"questions.":[20],"However,":[21],"most":[22,98],"of":[23,87,108],"the":[24,67,82,172,179],"existing":[25],"methods":[26],"do":[27],"not":[28],"effectively":[29],"utilize":[30],"semantic":[31,71,85,118],"spatial":[34,83,95],"properties.":[35],"In":[36],"this":[37,153],"paper,":[38],"a":[39,106,128,145],"semantics-guided":[40],"spatial-aware":[42],"framework":[43,154,165,181],"for":[44,127],"natural":[45,60,69,158,185],"resources":[46,70,159,186],"geo-analytical":[47,132,187],"question":[48,146,188],"proposed.":[51],"First,":[52],"we":[53],"use":[54],"linguistic":[55],"analysis":[56],"techniques":[57],"translate":[59],"language":[61],"questions":[62,99],"into":[63],"structured":[64],"texts.":[65],"Then,":[66],"constructed":[68],"knowledge":[72],"bases":[73,77],"query":[75],"sample":[76],"are":[78,134],"introduced":[79],"extract":[81],"geographic":[88,92],"entities":[89],"(i.e.,":[90],"precise":[91],"location":[93],"representation).":[96],"Considering":[97],"need":[100],"be":[102],"answered":[103],"based":[104,151],"on":[105,152,184],"combination":[107],"multiple":[109],"data":[110,125],"sources,":[111],"improved":[113],"user":[114],"model":[115],"that":[116,178],"introduces":[117],"similarity":[119],"proposed":[121,164,180],"select":[123],"appropriate":[124],"sources":[126],"specific":[129],"question.":[130],"Finally,":[131],"workflows":[133],"automatically":[135],"generated":[136],"by":[137],"utilizing":[138],"graph":[139],"models":[140],"rule":[142],"templates.":[143],"Additionally,":[144],"was":[149],"developed":[150],"applied":[156],"monitoring":[160],"in":[161,168],"Hubei.":[162],"The":[163,175],"validated":[167],"both":[169],"experiments":[170],"case":[173],"study.":[174],"results":[176],"show":[177],"performs":[182],"favorably":[183],"tasks.":[190]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
