{"id":"https://openalex.org/W7161961123","doi":"https://doi.org/10.5220/0014826600004021","title":"Grading the Reasoning, Not the Answer: Assessable Artifacts for LLM-Assisted Ethics in Data Science Projects","display_name":"Grading the Reasoning, Not the Answer: Assessable Artifacts for LLM-Assisted Ethics in Data Science Projects","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7161961123","doi":"https://doi.org/10.5220/0014826600004021"},"language":null,"primary_location":{"id":"doi:10.5220/0014826600004021","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0014826600004021","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0014826600004021","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064989034","display_name":"Stefania Zourlidou","orcid":"https://orcid.org/0000-0003-1759-7379"},"institutions":[{"id":"https://openalex.org/I16264642","display_name":"Koblenz University of Applied Sciences","ror":"https://ror.org/04j351e79","country_code":"DE","type":"education","lineage":["https://openalex.org/I16264642"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefania Zourlidou","raw_affiliation_strings":["University of Koblenz, Institute of Web Science and Technologies, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Koblenz, Institute of Web Science and Technologies, Germany","institution_ids":["https://openalex.org/I16264642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136713324","display_name":"Peter Oloke","orcid":null},"institutions":[{"id":"https://openalex.org/I16264642","display_name":"Koblenz University of Applied Sciences","ror":"https://ror.org/04j351e79","country_code":"DE","type":"education","lineage":["https://openalex.org/I16264642"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Oloke","raw_affiliation_strings":["University of Koblenz, Institute of Web Science and Technologies, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Koblenz, Institute of Web Science and Technologies, Germany","institution_ids":["https://openalex.org/I16264642"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080524660","display_name":"Frank Hopfgartner","orcid":"https://orcid.org/0000-0003-0380-6088"},"institutions":[{"id":"https://openalex.org/I16264642","display_name":"Koblenz University of Applied Sciences","ror":"https://ror.org/04j351e79","country_code":"DE","type":"education","lineage":["https://openalex.org/I16264642"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank Hopfgartner","raw_affiliation_strings":["University of Koblenz, Institute of Web Science and Technologies, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Koblenz, Institute of Web Science and Technologies, Germany","institution_ids":["https://openalex.org/I16264642"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I16264642"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70671924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1578","last_page":"1589"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.20630000531673431,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.20630000531673431,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13851","display_name":"Law, AI, and Intellectual Property","score":0.11760000139474869,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.05299999937415123,"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/grading","display_name":"Grading (engineering)","score":0.6304000020027161},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.3163999915122986},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.23469999432563782}],"concepts":[{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6304000020027161},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.4171000123023987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.412200003862381},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3626999855041504},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.35989999771118164},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3287000060081482},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2957000136375427},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2750999927520752},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.23469999432563782}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0014826600004021","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0014826600004021","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Computer Supported Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0014826600004021","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0014826600004021","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2026-05-22T00:00:00"}