{"id":"https://openalex.org/W4288059447","doi":"https://doi.org/10.1007/978-3-031-11644-5_32","title":"Improving Automated Evaluation of\u00a0Formative Assessments with\u00a0Text Data Augmentation","display_name":"Improving Automated Evaluation of\u00a0Formative Assessments with\u00a0Text Data Augmentation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4288059447","doi":"https://doi.org/10.1007/978-3-031-11644-5_32"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-11644-5_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-11644-5_32","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":"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/A5061433066","display_name":"Keith Cochran","orcid":"https://orcid.org/0000-0003-0227-7903"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Keith Cochran","raw_affiliation_strings":["DePaul University, Chicago, IL, 60604, USA"],"raw_orcid":"https://orcid.org/0000-0003-0227-7903","affiliations":[{"raw_affiliation_string":"DePaul University, Chicago, IL, 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034721319","display_name":"Clayton Cohn","orcid":"https://orcid.org/0000-0003-0856-9587"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clayton Cohn","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, 37240, USA"],"raw_orcid":"https://orcid.org/0000-0003-0856-9587","affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37240, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067772690","display_name":"Nicole Hutchins","orcid":"https://orcid.org/0000-0002-7258-5023"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicole Hutchins","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, 37240, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37240, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051150754","display_name":"Gautam Biswas","orcid":"https://orcid.org/0000-0002-2752-3878"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gautam Biswas","raw_affiliation_strings":["Vanderbilt University, Nashville, TN, 37240, USA"],"raw_orcid":"https://orcid.org/0000-0002-2752-3878","affiliations":[{"raw_affiliation_string":"Vanderbilt University, Nashville, TN, 37240, USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058688853","display_name":"Peter Hastings","orcid":"https://orcid.org/0000-0002-0183-001X"},"institutions":[{"id":"https://openalex.org/I118353179","display_name":"DePaul University","ror":"https://ror.org/04xtx5t16","country_code":"US","type":"education","lineage":["https://openalex.org/I118353179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Hastings","raw_affiliation_strings":["DePaul University, Chicago, IL, 60604, USA"],"raw_orcid":"https://orcid.org/0000-0002-0183-001X","affiliations":[{"raw_affiliation_string":"DePaul University, Chicago, IL, 60604, USA","institution_ids":["https://openalex.org/I118353179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061433066"],"corresponding_institution_ids":["https://openalex.org/I118353179"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":31.7561,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.99670831,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"390","last_page":"401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.9884999990463257,"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/T10959","display_name":"Student Assessment and Feedback","score":0.9884999990463257,"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/T13405","display_name":"Educational Assessment and Improvement","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.974399983882904,"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/formative-assessment","display_name":"Formative assessment","score":0.9426532983779907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8509275913238525},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6583651304244995},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.611508846282959},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5645524263381958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43819934129714966},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4378910958766937},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.42679280042648315},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4165140986442566},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41165193915367126},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.20300397276878357}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.9426532983779907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8509275913238525},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6583651304244995},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.611508846282959},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5645524263381958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43819934129714966},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4378910958766937},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.42679280042648315},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4165140986442566},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41165193915367126},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.20300397276878357},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-11644-5_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-11644-5_32","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":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W940491163","https://openalex.org/W1984748091","https://openalex.org/W1991564778","https://openalex.org/W2059439868","https://openalex.org/W2063747225","https://openalex.org/W2238870697","https://openalex.org/W2248008177","https://openalex.org/W2560140854","https://openalex.org/W2971296908","https://openalex.org/W3040596945","https://openalex.org/W3086441582","https://openalex.org/W3094602619","https://openalex.org/W3097513514","https://openalex.org/W3100742171","https://openalex.org/W3204698047","https://openalex.org/W6600213211","https://openalex.org/W6601884530","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W609482051","https://openalex.org/W4386050096","https://openalex.org/W3199325201","https://openalex.org/W2792035366","https://openalex.org/W2360976019","https://openalex.org/W2351166673","https://openalex.org/W2390109066","https://openalex.org/W2349355552","https://openalex.org/W2002537515","https://openalex.org/W2727339424"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}