{"id":"https://openalex.org/W4410643884","doi":"https://doi.org/10.1142/s0218194025430028","title":"On the Combination of Classical Knowledge Engineering Tools and LLMs to Build Automated Planning Models","display_name":"On the Combination of Classical Knowledge Engineering Tools and LLMs to Build Automated Planning Models","publication_year":2025,"publication_date":"2025-05-23","ids":{"openalex":"https://openalex.org/W4410643884","doi":"https://doi.org/10.1142/s0218194025430028"},"language":"en","primary_location":{"id":"doi:10.1142/s0218194025430028","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194025430028","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"},"type":"article","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/A5047206256","display_name":"Alba Gragera","orcid":"https://orcid.org/0000-0002-3775-6982"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alba Gragera","raw_affiliation_strings":["Computer Science and Engineering Department, Universidad Carlos III de Madrid, Madrid 28903, Spain"],"raw_orcid":"https://orcid.org/0000-0002-3775-6982","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Universidad Carlos III de Madrid, Madrid 28903, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697234","display_name":"\u00c1ngel Garc\u00eda\u2010Olaya","orcid":"https://orcid.org/0000-0002-4531-5896"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1ngel Garc\u00eda-Olaya","raw_affiliation_strings":["Computer Science and Engineering Department, Universidad Carlos III de Madrid, Madrid 28903, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4531-5896","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Universidad Carlos III de Madrid, Madrid 28903, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004703726","display_name":"Fernando Fern\u00e1ndez","orcid":"https://orcid.org/0000-0003-3801-6801"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fernando Fern\u00e1ndez","raw_affiliation_strings":["Computer Science and Engineering Department, Universidad Carlos III de Madrid, Madrid 28903, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3801-6801","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Universidad Carlos III de Madrid, Madrid 28903, Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05119564,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"09","first_page":"1267","last_page":"1287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9995999932289124,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9908000230789185,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9853000044822693,"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/computer-science","display_name":"Computer science","score":0.5562020540237427},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.549182116985321},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3822716176509857},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3328830301761627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3274857699871063},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.326494961977005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5562020540237427},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.549182116985321},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3822716176509857},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3328830301761627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3274857699871063},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.326494961977005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218194025430028","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194025430028","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Software Engineering and Knowledge Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1561643832","https://openalex.org/W1980348251","https://openalex.org/W2114655680","https://openalex.org/W2119709400","https://openalex.org/W2125456529","https://openalex.org/W2161103575","https://openalex.org/W2161414194","https://openalex.org/W2575973928","https://openalex.org/W2770689150","https://openalex.org/W3173798466","https://openalex.org/W4380569699","https://openalex.org/W4382202732","https://openalex.org/W4393160830","https://openalex.org/W4399177056","https://openalex.org/W4409619394"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2391645169","https://openalex.org/W2375453827","https://openalex.org/W2366365402","https://openalex.org/W2760158997","https://openalex.org/W3128908425","https://openalex.org/W2144661394","https://openalex.org/W164118282","https://openalex.org/W2047245866","https://openalex.org/W2370093201"],"abstract_inverted_index":{"Automated":[0],"Planning":[1,57],"(AP)":[2],"is":[3,68],"a":[4,9,19,30,35,66,98],"problem-solving":[5],"technique":[6],"applicable":[7],"to":[8,33,63,84,116],"wide":[10],"range":[11],"of":[12,24],"scenarios":[13],"and":[14,21,49,129],"goals.":[15,41],"It":[16],"typically":[17],"requires":[18],"complete":[20],"accurate":[22],"description":[23],"the":[25,40,61,103,109,127,131],"planning":[26,55,124],"task":[27,67],"expressed":[28],"in":[29,53,120],"formal":[31,99],"language":[32,113],"generate":[34],"solution":[36],"plan":[37],"that":[38,81],"achieves":[39],"However,":[42],"creating":[43],"these":[44],"descriptions":[45],"can":[46],"be":[47],"time-consuming":[48],"error-prone,":[50],"often":[51,59],"resulting":[52],"unsolvable":[54],"tasks.":[56],"systems":[58],"lack":[60],"ability":[62],"explain":[64],"why":[65],"deemed":[69],"unsolvable.":[70],"In":[71],"this":[72],"work,":[73],"we":[74,106],"present":[75],"an":[76],"integrated":[77],"knowledge":[78],"engineering":[79],"system":[80,110],"allows":[82],"users":[83],"graphically":[85],"depict":[86],"AP":[87],"use":[88],"cases":[89],"using":[90],"transition":[91],"diagrams,":[92],"which":[93],"are":[94],"automatically":[95],"converted":[96],"into":[97],"language.":[100],"To":[101],"facilitate":[102],"debugging":[104],"process,":[105],"propose":[107],"connecting":[108],"with":[111,122],"large":[112],"models":[114],"(LLMs)":[115],"explore":[117],"their":[118],"capabilities":[119],"assisting":[121],"flawed":[123],"tasks,":[125],"fixing":[126],"model":[128],"making":[130],"tasks":[132],"solvable.":[133]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}