{"id":"https://openalex.org/W4388221277","doi":"https://doi.org/10.1145/3631504.3631518","title":"From Large Language Models to Databases and Back: A Discussion on Research and Education","display_name":"From Large Language Models to Databases and Back: A Discussion on Research and Education","publication_year":2023,"publication_date":"2023-10-30","ids":{"openalex":"https://openalex.org/W4388221277","doi":"https://doi.org/10.1145/3631504.3631518"},"language":"en","primary_location":{"id":"doi:10.1145/3631504.3631518","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3631504.3631518","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMOD Record","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04370096/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109055821","display_name":"Sihem Amer-Yahia","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Sihem Amer-Yahia","raw_affiliation_strings":["CNRS, Univ. Grenoble Alpes, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Univ. Grenoble Alpes, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085664755","display_name":"Angela Bonifati","orcid":"https://orcid.org/0000-0002-9582-869X"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Angela Bonifati","raw_affiliation_strings":["Univ. Lyon 1, CNRS, IUF, France"],"affiliations":[{"raw_affiliation_string":"Univ. Lyon 1, CNRS, IUF, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]},{"id":"https://openalex.org/I4210091106","display_name":"Hindustan Petroleum Corporation Limited (India)","ror":"https://ror.org/00axqt112","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210091106"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN","HK","IN","US"],"is_corresponding":false,"raw_author_name":"Lei Chen","raw_affiliation_strings":["HKUST(GZ) & HKUST, China","THU - Tsinghua University [Beijing] (Beijing, 100084 P.R. - China)","OHSU - Oregon Health and Science University [Portland] (3181 S.W. Sam Jackson Park Rd.\r\nPortland, Oregon 97239-3098 - United States)"],"affiliations":[{"raw_affiliation_string":"HKUST(GZ) & HKUST, China","institution_ids":["https://openalex.org/I4210091106","https://openalex.org/I889458895"]},{"raw_affiliation_string":"THU - Tsinghua University [Beijing] (Beijing, 100084 P.R. - China)","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"OHSU - Oregon Health and Science University [Portland] (3181 S.W. Sam Jackson Park Rd.\r\nPortland, Oregon 97239-3098 - United States)","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100451576","display_name":"Guoliang Li","orcid":"https://orcid.org/0000-0002-1398-0621"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoliang Li","raw_affiliation_strings":["Tsinghua University, China","Xjtu - Xi'an Jiaotong University (28 Xianning W Rd, JiaoDa ShangYe JieQu, Beilin Qu, Xian Shi, Shaanxi Sheng - China)"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Xjtu - Xi'an Jiaotong University (28 Xianning W Rd, JiaoDa ShangYe JieQu, Beilin Qu, Xian Shi, Shaanxi Sheng - China)","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037985010","display_name":"Kyuseok Shim","orcid":"https://orcid.org/0000-0002-3317-7000"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyuseok Shim","raw_affiliation_strings":["Seoul National University, Korea","SNU - Seoul National University [Seoul] (1 Gwanak-ro, Gwanak-gu, Seoul 151-742 - South Korea)"],"affiliations":[{"raw_affiliation_string":"Seoul National University, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"SNU - Seoul National University [Seoul] (1 Gwanak-ro, Gwanak-gu, Seoul 151-742 - South Korea)","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008564713","display_name":"Jianliang Xu","orcid":"https://orcid.org/0000-0001-9404-5848"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jianliang Xu","raw_affiliation_strings":["Hong Kong Baptist University"],"affiliations":[{"raw_affiliation_string":"Hong Kong Baptist University","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073220723","display_name":"Xiaochun Yang","orcid":"https://orcid.org/0000-0003-1717-865X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochun Yang","raw_affiliation_strings":["Northeastern University, China"],"affiliations":[{"raw_affiliation_string":"Northeastern University, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5109055821"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":11.4083,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.98051227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"52","issue":"3","first_page":"49","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9966999888420105,"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"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9939000010490417,"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/reliability","display_name":"Reliability (semiconductor)","score":0.5940701961517334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46072983741760254},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.4582054615020752},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41393908858299255},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.10526224970817566}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5940701961517334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46072983741760254},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.4582054615020752},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41393908858299255},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.10526224970817566},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3631504.3631518","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3631504.3631518","pdf_url":null,"source":{"id":"https://openalex.org/S47508943","display_name":"ACM SIGMOD Record","issn_l":"0163-5808","issn":["0163-5808","1943-5835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGMOD Record","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04370096v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04370096","pdf_url":"https://hal.science/hal-04370096/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIGMOD record, 2023, 52 (3), pp 49-56. ⟨10.1145/3631504.3631518⟩","raw_type":"Journal articles"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-136382","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-136382","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:HAL:hal-04728463v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04728463","pdf_url":null,"source":{"id":"https://openalex.org/S4406922474","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM SIGMOD Record. 2023, pp.49-56","raw_type":"Reports"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04370096v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04370096","pdf_url":"https://hal.science/hal-04370096/document","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIGMOD record, 2023, 52 (3), pp 49-56. ⟨10.1145/3631504.3631518⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.75,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388221277.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1494192115","https://openalex.org/W1527356121","https://openalex.org/W2142912368","https://openalex.org/W2157963512","https://openalex.org/W2167541073","https://openalex.org/W2329105431","https://openalex.org/W2340432473","https://openalex.org/W2612329646","https://openalex.org/W2793230989","https://openalex.org/W2893303656","https://openalex.org/W2913970915","https://openalex.org/W2957191877","https://openalex.org/W2965221673","https://openalex.org/W3103981637","https://openalex.org/W3112520120","https://openalex.org/W3114090323","https://openalex.org/W3152801999","https://openalex.org/W3165374601","https://openalex.org/W3205500251","https://openalex.org/W4205520441","https://openalex.org/W4212774754","https://openalex.org/W4252462081","https://openalex.org/W4311374423","https://openalex.org/W4318908907","https://openalex.org/W4320853865","https://openalex.org/W4360603844","https://openalex.org/W4364386928","https://openalex.org/W4379798299","https://openalex.org/W6679053554","https://openalex.org/W6808493217"],"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":{"In":[0,74],"recent":[1],"years,":[2],"large":[3],"language":[4,23],"models":[5],"(LLMs)":[6],"have":[7],"garnered":[8],"increasing":[9],"attention":[10],"from":[11],"both":[12],"academia":[13],"and":[14,26,52,70,81,88,92],"industry":[15],"due":[16],"to":[17,20,84],"their":[18,31],"potential":[19],"facilitate":[21],"natural":[22],"processing":[24],"(NLP)":[25],"generate":[27],"highquality":[28],"text.":[29],"Despite":[30],"benefits,":[32],"however,":[33],"the":[34,42,57,60,79],"use":[35],"of":[36,44,49,59],"LLMs":[37,85],"is":[38],"raising":[39],"concerns":[40],"about":[41],"reliability":[43],"knowledge":[45],"extraction.":[46],"The":[47],"combination":[48],"DB":[50,87],"research":[51,91],"data":[53,89],"science":[54,90],"has":[55],"advanced":[56],"state":[58],"art":[61],"in":[62,86],"solving":[63],"real-world":[64],"problems,":[65],"such":[66],"as":[67],"merchandise":[68],"recommendation":[69],"hazard":[71],"prevention":[72],"[30].":[73],"this":[75],"discussion,":[76],"we":[77],"explore":[78],"challenges":[80],"opportunities":[82],"related":[83],"education.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}