{"id":"https://openalex.org/W7165557204","doi":"https://doi.org/10.1145/3774398.3811578","title":"Profiling Writing Skills at Scale: A Hybrid Stylometry-LLM Pipeline for Formative Feedback","display_name":"Profiling Writing Skills at Scale: A Hybrid Stylometry-LLM Pipeline for Formative Feedback","publication_year":2026,"publication_date":"2026-06-22","ids":{"openalex":"https://openalex.org/W7165557204","doi":"https://doi.org/10.1145/3774398.3811578"},"language":null,"primary_location":{"id":"doi:10.1145/3774398.3811578","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3774398.3811578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"},"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/A5138794774","display_name":"Stuti Pande","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stuti Pande","raw_affiliation_strings":["The University of Melbourne, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0009-0002-5550-0558","affiliations":[{"raw_affiliation_string":"The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071547643","display_name":"Yige Song","orcid":"https://orcid.org/0009-0002-0252-912X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yige Song","raw_affiliation_strings":["The University of Melbourne, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0009-0002-0252-912X","affiliations":[{"raw_affiliation_string":"The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084730893","display_name":"Kamila Misiejuk","orcid":"https://orcid.org/0000-0003-0761-8703"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kamila Misiejuk","raw_affiliation_strings":["FernUniversit\u00e4t in Hagen, Hagen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0761-8703","affiliations":[{"raw_affiliation_string":"FernUniversit\u00e4t in Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035103260","display_name":"Sonsoles L\u00f3pez\u2010Pernas","orcid":"https://orcid.org/0000-0002-9621-1392"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sonsoles L\u00f3pez-Pernas","raw_affiliation_strings":["University of Eastern Finland, Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9621-1392","affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051595913","display_name":"Mohammed Saqr","orcid":"https://orcid.org/0000-0001-5881-3109"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mohammed Saqr","raw_affiliation_strings":["University of Eastern Finland, Joensuu, Finland"],"raw_orcid":"https://orcid.org/0000-0001-5881-3109","affiliations":[{"raw_affiliation_string":"University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101642004","display_name":"Eduardo Oliveira","orcid":"https://orcid.org/0000-0001-5063-8860"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Eduardo A. Oliveira","raw_affiliation_strings":["The University of Melbourne, Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5063-8860","affiliations":[{"raw_affiliation_string":"The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"491","last_page":"495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12070","display_name":"Writing and Handwriting Education","score":0.18770000338554382,"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"}},"topics":[{"id":"https://openalex.org/T12070","display_name":"Writing and Handwriting Education","score":0.18770000338554382,"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"}},{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.125900000333786,"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"}},{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.07660000026226044,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7282999753952026},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.6478000283241272},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.525600016117096},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.26429998874664307}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7282999753952026},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.6478000283241272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6215000152587891},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.525600016117096},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2815000116825104},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2685999870300293},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.265500009059906},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26249998807907104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25529998540878296},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.2524999976158142}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774398.3811578","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3774398.3811578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirteenth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8626620769500732,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2081720251","https://openalex.org/W2128728535","https://openalex.org/W3006224918","https://openalex.org/W3127281949","https://openalex.org/W4250089123","https://openalex.org/W4387954002","https://openalex.org/W4400187253","https://openalex.org/W4401620743","https://openalex.org/W4402476574","https://openalex.org/W4407842189","https://openalex.org/W4414937574"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2026-06-23T00:00:00"}
