{"id":"https://openalex.org/W7128778140","doi":"https://doi.org/10.3233/faia251722","title":"On the Collaboration Between Databases and Large Language Models: Creating Skills by Free Online Training Courses","display_name":"On the Collaboration Between Databases and Large Language Models: Creating Skills by Free Online Training Courses","publication_year":2026,"publication_date":"2026-02-12","ids":{"openalex":"https://openalex.org/W7128778140","doi":"https://doi.org/10.3233/faia251722"},"language":"en","primary_location":{"id":"doi:10.3233/faia251722","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251722","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/faia251722","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5125992819","display_name":"Timo M\u00e4kinen","orcid":null},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo M\u00e4kinen","raw_affiliation_strings":["Tampere University, Pori, Finland"],"raw_orcid":"https://orcid.org/0009-0008-6851-6464","affiliations":[{"raw_affiliation_string":"Tampere University, Pori, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086734576","display_name":"Hannu Jaakkola","orcid":"https://orcid.org/0000-0003-0188-7507"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hannu Jaakkola","raw_affiliation_strings":["Tampere University, Pori, Finland"],"raw_orcid":"https://orcid.org/0000-0003-0188-7507","affiliations":[{"raw_affiliation_string":"Tampere University, Pori, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103436067","display_name":"Jari Soini","orcid":"https://orcid.org/0009-0009-3164-0549"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jari Soini","raw_affiliation_strings":["Tampere University, Pori, Finland"],"raw_orcid":"https://orcid.org/0009-0009-3164-0549","affiliations":[{"raw_affiliation_string":"Tampere University, Pori, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124909892","display_name":"Mika Saari","orcid":null},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mika Saari","raw_affiliation_strings":["Tampere University, Pori, Finland"],"raw_orcid":"https://orcid.org/0000-0001-7677-2355","affiliations":[{"raw_affiliation_string":"Tampere University, Pori, Finland","institution_ids":["https://openalex.org/I166825849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I166825849"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18165249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.08139999955892563,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.08139999955892563,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.056299999356269836,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.029500000178813934,"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/generative-grammar","display_name":"Generative grammar","score":0.6947000026702881},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.6873999834060669},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5281999707221985},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5256999731063843},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5248000025749207},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.39989998936653137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6970000267028809},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6947000026702881},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.6873999834060669},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5565999746322632},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5281999707221985},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5256999731063843},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5248000025749207},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.39989998936653137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3928000032901764},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3894999921321869},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3199999928474426},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29989999532699585},{"id":"https://openalex.org/C2777715827","wikidata":"https://www.wikidata.org/wiki/Q7094076","display_name":"Online database","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C148840519","wikidata":"https://www.wikidata.org/wiki/Q1049878","display_name":"Database design","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2619999945163727}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia251722","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251722","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:trepo.tuni.fi:10024/234787","is_oa":true,"landing_page_url":"https://trepo.tuni.fi/handle/10024/234787","pdf_url":null,"source":{"id":"https://openalex.org/S7407055260","display_name":"Trepo - Institutional Repository of Tampere University","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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"chapter"}],"best_oa_location":{"id":"doi:10.3233/faia251722","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251722","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"As":[0,98],"they":[1],"have":[2],"been":[3],"for":[4,95,115],"decades,":[5],"databases":[6,19,112],"are":[7,44,62,117,125],"a":[8,51,176],"key":[9],"component":[10],"in":[11,49,64,85,156,170],"various":[12],"types":[13],"of":[14,27,36,42,80,130,137,147,178],"business":[15],"applications.":[16],"Nowadays,":[17],"modern":[18],"also":[20],"include":[21],"features":[22,61],"that":[23,91],"support":[24],"the":[25,40,45,71,126,138,143,148,150,157,160,179],"construction":[26],"applications":[28,72],"based":[29],"on":[30,152],"artificial":[31,55],"intelligence.":[32],"The":[33,75,111],"starting":[34],"point":[35],"this":[37],"paper":[38],"is":[39],"questions":[41],"what":[43,59,68],"typical":[46],"use":[47,101,161,180],"cases":[48,162,181],"which":[50,86],"database":[52,60,109],"and":[53,67,124,145,159,163,182],"generative":[54,153,167],"intelligence":[56],"work":[57],"together,":[58],"used":[63],"these":[65],"applications,":[66],"other":[69],"technologies":[70,164,183],"rely":[73],"on.":[74],"results":[76],"contribute":[77],"to":[78,166],"one":[79],"our":[81],"practice-oriented":[82],"research":[83],"projects,":[84],"we":[87,100,113,140,173],"build":[88],"an":[89],"environment":[90],"supports":[92],"AI":[93,154,168],"experiments":[94],"participating":[96],"companies.":[97],"input,":[99],"open":[102],"online":[103],"learning":[104],"materials":[105],"provided":[106],"by":[107],"three":[108,121],"vendors.":[110],"selected":[114],"review":[116],"all":[118],"non-relational,":[119],"representing":[120],"different":[122],"genres,":[123],"most":[127],"popular":[128],"representatives":[129],"their":[131],"genre.":[132],"For":[133],"each":[134],"training":[135],"program":[136],"vendors,":[139],"will":[141,174],"examine":[142],"structure":[144],"scope":[146],"program,":[149,158],"courses":[151],"included":[155],"related":[165],"presented":[169],"them.":[171],"Finally,":[172],"prepare":[175],"summary":[177],"found.":[184]},"counts_by_year":[],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2026-02-14T00:00:00"}