{"id":"https://openalex.org/W7117974257","doi":"https://doi.org/10.1007/978-3-032-13184-3_20","title":"Descriptive Assessment of\u00a0Student Code by\u00a0LLMs: An Empirical Study","display_name":"Descriptive Assessment of\u00a0Student Code by\u00a0LLMs: An Empirical Study","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7117974257","doi":"https://doi.org/10.1007/978-3-032-13184-3_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-13184-3_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-13184-3_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5036621965","display_name":"Gennaro Costagliola","orcid":"https://orcid.org/0000-0003-3816-7765"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gennaro Costagliola","raw_affiliation_strings":["Department of Informatics, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3816-7765","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080808790","display_name":"Mattia De Rosa","orcid":"https://orcid.org/0000-0002-6922-5529"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mattia De Rosa","raw_affiliation_strings":["Department of Informatics, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6922-5529","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066879019","display_name":"Vittorio Fuccella","orcid":"https://orcid.org/0000-0003-3244-3650"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Fuccella","raw_affiliation_strings":["Department of Informatics, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3244-3650","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001037597","display_name":"Alfonso Piscitelli","orcid":"https://orcid.org/0000-0002-3567-1504"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alfonso Piscitelli","raw_affiliation_strings":["Department of Informatics, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3567-1504","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Salerno, Via Giovanni Paolo II, 84084, Fisciano, SA, Italy","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001037597"],"corresponding_institution_ids":["https://openalex.org/I131729948"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04718587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"333","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.2619999945163727,"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/T13629","display_name":"Text Readability and Simplification","score":0.2619999945163727,"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/T11587","display_name":"Second Language Acquisition and Learning","score":0.11500000208616257,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.07270000129938126,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.6442999839782715},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.48179998993873596},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.43309998512268066},{"id":"https://openalex.org/keywords/readability","display_name":"Readability","score":0.40529999136924744},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.3747999966144562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6636999845504761},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.6442999839782715},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.48179998993873596},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.43309998512268066},{"id":"https://openalex.org/C2778143727","wikidata":"https://www.wikidata.org/wiki/Q1820650","display_name":"Readability","level":2,"score":0.40529999136924744},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.39989998936653137},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.3747999966144562},{"id":"https://openalex.org/C3018587665","wikidata":"https://www.wikidata.org/wiki/Q7268696","display_name":"Qualitative analysis","level":3,"score":0.32190001010894775},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2992999851703644},{"id":"https://openalex.org/C206654554","wikidata":"https://www.wikidata.org/wiki/Q5374247","display_name":"Empirical measure","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27469998598098755},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2565000057220459}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-13184-3_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-13184-3_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8863416910171509,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2120629476","https://openalex.org/W2889855073","https://openalex.org/W4386099272","https://openalex.org/W4391584331","https://openalex.org/W4399601909","https://openalex.org/W4400422234","https://openalex.org/W4400668042","https://openalex.org/W4402667025","https://openalex.org/W4404783439","https://openalex.org/W4406676857","https://openalex.org/W4409194866","https://openalex.org/W4409194902"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-01-02T00:00:00"}
