{"id":"https://openalex.org/W7169759819","doi":"https://doi.org/10.1007/978-981-92-3761-6_28","title":"DSCAM: A Three-Dimensional Evaluation Framework for Synthetic Corpus Quality in Online Education","display_name":"DSCAM: A Three-Dimensional Evaluation Framework for Synthetic Corpus Quality in Online Education","publication_year":2026,"publication_date":"2026-07-20","ids":{"openalex":"https://openalex.org/W7169759819","doi":"https://doi.org/10.1007/978-981-92-3761-6_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-92-3761-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-3761-6_28","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/A5055053200","display_name":"Nan Zhou","orcid":"https://orcid.org/0009-0000-7497-3882"},"institutions":[{"id":"https://openalex.org/I161222507","display_name":"Open University of China","ror":"https://ror.org/02maxav80","country_code":"CN","type":"education","lineage":["https://openalex.org/I161222507"]},{"id":"https://openalex.org/I4210138083","display_name":"Beijing Open University","ror":"https://ror.org/04pq2gg30","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210138083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhou","raw_affiliation_strings":["Capital Research Base for Lifelong Education, Beijing Open University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Research Base for Lifelong Education, Beijing Open University, Beijing, China","institution_ids":["https://openalex.org/I161222507","https://openalex.org/I4210138083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101743529","display_name":"Jiazheng Yuan","orcid":"https://orcid.org/0000-0002-6579-2286"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiazheng Yuan","raw_affiliation_strings":["School of Literature/Research Center for Language Intelligence of China, Capital Normal University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Literature/Research Center for Language Intelligence of China, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941","https://openalex.org/I96852419"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101743529"],"corresponding_institution_ids":["https://openalex.org/I25254941","https://openalex.org/I96852419"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"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":"394","last_page":"412"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/disadvantage","display_name":"Disadvantage","score":0.6948000192642212},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5182999968528748},{"id":"https://openalex.org/keywords/scarcity","display_name":"Scarcity","score":0.4514000117778778},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41119998693466187},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.38420000672340393},{"id":"https://openalex.org/keywords/text-corpus","display_name":"Text corpus","score":0.37229999899864197},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.32899999618530273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8865000009536743},{"id":"https://openalex.org/C2777673361","wikidata":"https://www.wikidata.org/wiki/Q5281228","display_name":"Disadvantage","level":2,"score":0.6948000192642212},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5182999968528748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4927000105381012},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.4514000117778778},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41119998693466187},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.38420000672340393},{"id":"https://openalex.org/C2474386","wikidata":"https://www.wikidata.org/wiki/Q461183","display_name":"Text corpus","level":2,"score":0.37229999899864197},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3626999855041504},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34599998593330383},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.32899999618530273},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.32839998602867126},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C2987136238","wikidata":"https://www.wikidata.org/wiki/Q55614501","display_name":"Educational resources","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.30379998683929443},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2718999981880188},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.25699999928474426},{"id":"https://openalex.org/C532629269","wikidata":"https://www.wikidata.org/wiki/Q865083","display_name":"Corpus linguistics","level":2,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-92-3761-6_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-3761-6_28","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2953287808","https://openalex.org/W2970785793","https://openalex.org/W4327946446","https://openalex.org/W4389161201","https://openalex.org/W4400949264","https://openalex.org/W4402671950","https://openalex.org/W4402684073","https://openalex.org/W4404122190","https://openalex.org/W4404534210","https://openalex.org/W4411268799"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-21T05:56:28.042755","created_date":"2026-07-21T00:00:00"}
