{"id":"https://openalex.org/W4411292813","doi":"https://doi.org/10.1007/978-3-031-94931-9_19","title":"Leveraging LLMs to\u00a0Discover Causal Dependencies: A\u00a0Case Study on\u00a0a\u00a0University Program","display_name":"Leveraging LLMs to\u00a0Discover Causal Dependencies: A\u00a0Case Study on\u00a0a\u00a0University Program","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411292813","doi":"https://doi.org/10.1007/978-3-031-94931-9_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-94931-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-94931-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","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/A5021256099","display_name":"Claudia Diamantini","orcid":"https://orcid.org/0000-0001-8143-7615"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Claudia Diamantini","raw_affiliation_strings":["DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8143-7615","affiliations":[{"raw_affiliation_string":"DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118144772","display_name":"Chiara Gobbi","orcid":null},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Gobbi","raw_affiliation_strings":["DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0009-0009-6589-5347","affiliations":[{"raw_affiliation_string":"DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102814866","display_name":"Alessandro Mele","orcid":null},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Mele","raw_affiliation_strings":["DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0009-0009-7852-0528","affiliations":[{"raw_affiliation_string":"DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043797655","display_name":"Domenico Potena","orcid":"https://orcid.org/0000-0002-7067-5463"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Potena","raw_affiliation_strings":["DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7067-5463","affiliations":[{"raw_affiliation_string":"DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118144773","display_name":"Cristina Rossetti","orcid":"https://orcid.org/0009-0003-5243-4249"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]},{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristina Rossetti","raw_affiliation_strings":["DAUIN, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Turin, Italy","DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy"],"raw_orcid":"https://orcid.org/0009-0003-5243-4249","affiliations":[{"raw_affiliation_string":"DAUIN, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"DII, Universit\u00e0 Politecnica delle Marche, via Brecce Bianche, 60131, Ancona, Italy","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021256099"],"corresponding_institution_ids":["https://openalex.org/I122534668"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31974277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9467999935150146,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9467999935150146,"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":0.37857240438461304}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37857240438461304}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-94931-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-94931-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:iris.univpm.it:11566/347836","is_oa":false,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-031-94931-9_19","pdf_url":null,"source":{"id":"https://openalex.org/S4306402571","display_name":"Universit\u00e0 Politecnica delle Marche (Universit\u00e0 Politecnica delle Marche)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122534668","host_organization_name":"Marche Polytechnic University","host_organization_lineage":["https://openalex.org/I122534668"],"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":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W4221143046","https://openalex.org/W4383737134","https://openalex.org/W4390704391","https://openalex.org/W4392736374","https://openalex.org/W4399162617","https://openalex.org/W4406322131","https://openalex.org/W4407743979","https://openalex.org/W4408985917","https://openalex.org/W6600007113","https://openalex.org/W6600125781","https://openalex.org/W6604253536","https://openalex.org/W6739901393","https://openalex.org/W6811037538"],"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":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}