{"id":"https://openalex.org/W4387294123","doi":"https://doi.org/10.1145/3589132.3625597","title":"MaaSDB: Spatial Databases in the Era of Large Language Models (Vision Paper)","display_name":"MaaSDB: Spatial Databases in the Era of Large Language Models (Vision Paper)","publication_year":2023,"publication_date":"2023-11-13","ids":{"openalex":"https://openalex.org/W4387294123","doi":"https://doi.org/10.1145/3589132.3625597"},"language":"en","primary_location":{"id":"doi:10.1145/3589132.3625597","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589132.3625597","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589132.3625597","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3589132.3625597","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022290876","display_name":"Jianzhong Qi","orcid":"https://orcid.org/0000-0001-6501-9050"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jianzhong Qi","raw_affiliation_strings":["School of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039498755","display_name":"Zuqing Li","orcid":"https://orcid.org/0009-0004-7596-571X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zuqing Li","raw_affiliation_strings":["School of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035347745","display_name":"Egemen Tanin","orcid":"https://orcid.org/0000-0001-5014-1969"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Egemen Tanin","raw_affiliation_strings":["School of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022290876"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":1.5848,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84519529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9983000159263611,"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/T11719","display_name":"Data Quality and Management","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7614527344703674},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.5808399319648743},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5484325885772705},{"id":"https://openalex.org/keywords/spatial-database","display_name":"Spatial database","score":0.49150192737579346},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4574006199836731},{"id":"https://openalex.org/keywords/spatial-data-infrastructure","display_name":"Spatial data infrastructure","score":0.4555782079696655},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.454165518283844},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44563084840774536},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4317514896392822},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4275937080383301},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42159855365753174},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.406170129776001},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.2438303828239441},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1906004250049591},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10966134071350098},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08493620157241821}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7614527344703674},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.5808399319648743},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5484325885772705},{"id":"https://openalex.org/C203689450","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial database","level":3,"score":0.49150192737579346},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4574006199836731},{"id":"https://openalex.org/C188981036","wikidata":"https://www.wikidata.org/wiki/Q1502855","display_name":"Spatial data infrastructure","level":3,"score":0.4555782079696655},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.454165518283844},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44563084840774536},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4317514896392822},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4275937080383301},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42159855365753174},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.406170129776001},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2438303828239441},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1906004250049591},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10966134071350098},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08493620157241821},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3589132.3625597","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589132.3625597","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589132.3625597","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2309.17072","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2309.17072","pdf_url":"https://arxiv.org/pdf/2309.17072","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3589132.3625597","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589132.3625597","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589132.3625597","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387294123.pdf","grobid_xml":"https://content.openalex.org/works/W4387294123.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1964331783","https://openalex.org/W1969856465","https://openalex.org/W1982958333","https://openalex.org/W2056521113","https://openalex.org/W2132823934","https://openalex.org/W2806276686","https://openalex.org/W3013788610","https://openalex.org/W3081786030","https://openalex.org/W3135300167","https://openalex.org/W3148437589","https://openalex.org/W3173572290","https://openalex.org/W3173850788","https://openalex.org/W3192754163","https://openalex.org/W4213235855","https://openalex.org/W4309651822","https://openalex.org/W4309651984","https://openalex.org/W4309651995","https://openalex.org/W4317716303","https://openalex.org/W4324296828","https://openalex.org/W4362598371","https://openalex.org/W4367061150","https://openalex.org/W4367190794","https://openalex.org/W4367860381","https://openalex.org/W4378942694"],"related_works":["https://openalex.org/W2106788855","https://openalex.org/W4251016002","https://openalex.org/W2122098189","https://openalex.org/W2019468830","https://openalex.org/W2358133679","https://openalex.org/W2092656406","https://openalex.org/W2092440920","https://openalex.org/W2371614177","https://openalex.org/W1983673890","https://openalex.org/W2155148770"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2,8],"(LLMs)":[3],"are":[4],"advancing":[5],"rapidly.":[6],"Such":[7,81],"have":[9],"demonstrated":[10],"strong":[11],"capabilities":[12],"in":[13,31],"learning":[14],"from":[15,74],"large-scale":[16],"(unstructured)":[17],"text":[18],"data":[19,63],"and":[20,77,98],"answering":[21],"user":[22],"queries.":[23],"Users":[24],"do":[25],"not":[26],"need":[27],"to":[28,35,47,72,88],"be":[29],"experts":[30],"structured":[32,76],"query":[33],"languages":[34],"interact":[36],"with":[37],"systems":[38],"built":[39],"upon":[40],"such":[41],"models.":[42],"This":[43],"provides":[44],"great":[45],"opportunities":[46],"reduce":[48],"the":[49,55,92],"barrier":[50],"of":[51],"information":[52],"retrieval":[53],"for":[54,91],"general":[56],"public.":[57],"By":[58],"introducing":[59],"LLMs":[60],"into":[61],"spatial":[62,69,79,89],"management,":[64],"we":[65],"envisage":[66],"an":[67],"LLM-based":[68],"database":[70],"system":[71,83],"learn":[73],"both":[75],"unstructured":[78],"data.":[80],"a":[82],"will":[84],"offer":[85],"seamless":[86],"access":[87],"knowledge":[90],"users,":[93],"thus":[94],"benefiting":[95],"individuals,":[96],"business,":[97],"government":[99],"policy":[100],"makers":[101],"alike.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2023-10-03T00:00:00"}
