{"id":"https://openalex.org/W58956908","doi":"https://doi.org/10.1007/978-3-642-30950-2_57","title":"Towards Automatically Detecting Whether Student Learning Is Shallow","display_name":"Towards Automatically Detecting Whether Student Learning Is Shallow","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W58956908","doi":"https://doi.org/10.1007/978-3-642-30950-2_57","mag":"58956908"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-30950-2_57","doi":"https://doi.org/10.1007/978-3-642-30950-2_57","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-30950-2_57","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W4206840128","display_name":"Intelligent Tutoring Systems"},"type":"conference-paper","is_traditional":true,"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/A5088695714","display_name":"Ryan S. Baker","orcid":"https://orcid.org/0000-0002-3051-3232","observed_orcids":["https://orcid.org/0000-0002-3051-3232"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan S. J. D. Baker","raw_affiliation_strings":["Department of Social Science and Policy Studies, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Social Science and Policy Studies, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065300917","display_name":"Sujith M. Gowda","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sujith M. Gowda","raw_affiliation_strings":["Department of Social Science and Policy Studies, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Social Science and Policy Studies, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105884325","display_name":"Albert T. Corbett","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Albert T. Corbett","raw_affiliation_strings":["Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human-Computer Interaction Institute, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075465170","display_name":"Jaclyn L. Ocumpaugh","orcid":"https://orcid.org/0000-0002-9667-8523","observed_orcids":["https://orcid.org/0000-0002-9667-8523"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaclyn Ocumpaugh","raw_affiliation_strings":["Department of Social Science and Policy Studies, Worcester Polytechnic Institute, Worcester, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Social Science and Policy Studies, Worcester Polytechnic Institute, Worcester, MA, USA","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.6463,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94178434,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"444","last_page":"453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9990000128746033,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9990000128746033,"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/T11122","display_name":"Online Learning and Analytics","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/shallow-learning","display_name":"shallow learning","score":0.7960000038146973},{"id":"https://openalex.org/keywords/robust-learning","display_name":"robust learning","score":0.9179999828338623},{"id":"https://openalex.org/keywords/student-modeling","display_name":"student modeling","score":0.7400000095367432},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"knowledge transfer","score":0.7139999866485596},{"id":"https://openalex.org/keywords/prior-learning","display_name":"prior learning","score":0.6800000071525574},{"id":"https://openalex.org/keywords/stepwise-regression","display_name":"stepwise regression","score":0.5839999914169312},{"id":"https://openalex.org/keywords/genetics-education","display_name":"genetics education","score":0.7049999833106995},{"id":"https://openalex.org/keywords/intelligent-tutoring-systems","display_name":"intelligent tutoring systems","score":0.9459999799728394},{"id":"https://openalex.org/keywords/learning-interventions","display_name":"learning interventions","score":0.37700000405311584},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.699999988079071}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7630831003189087},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.695021390914917},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6146684885025024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4802156388759613},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4407729506492615},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.429778516292572},{"id":"https://openalex.org/C2778365744","wikidata":"https://www.wikidata.org/wiki/Q2426689","display_name":"Learning environment","level":2,"score":0.4241608679294586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32685911655426025},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13820749521255493},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-30950-2_57","doi":"https://doi.org/10.1007/978-3-642-30950-2_57","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-30950-2_57","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":0.9235000014305115,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W37106624","https://openalex.org/W118939507","https://openalex.org/W179797448","https://openalex.org/W183173153","https://openalex.org/W192227570","https://openalex.org/W1492861094","https://openalex.org/W1501158894","https://openalex.org/W1504261278","https://openalex.org/W1510397660","https://openalex.org/W1532578950","https://openalex.org/W1547003114","https://openalex.org/W1596401170","https://openalex.org/W1597703949","https://openalex.org/W1606718631","https://openalex.org/W1612541191","https://openalex.org/W1636689632","https://openalex.org/W1679846099","https://openalex.org/W1823967723","https://openalex.org/W1976526581","https://openalex.org/W1976927254","https://openalex.org/W1990134054","https://openalex.org/W1994701398","https://openalex.org/W1998480647","https://openalex.org/W2015040676","https://openalex.org/W2022837716","https://openalex.org/W2026480899","https://openalex.org/W2033841628","https://openalex.org/W2042436876","https://openalex.org/W2045300586","https://openalex.org/W2046109394","https://openalex.org/W2053154970","https://openalex.org/W2054487443","https://openalex.org/W2060045074","https://openalex.org/W2072232538","https://openalex.org/W2093782067","https://openalex.org/W2096363625","https://openalex.org/W2104882621","https://openalex.org/W2106779500","https://openalex.org/W2116782019","https://openalex.org/W2117479559","https://openalex.org/W2124689820","https://openalex.org/W2124868162","https://openalex.org/W2128907465","https://openalex.org/W2129018774","https://openalex.org/W2132404624","https://openalex.org/W2134907585","https://openalex.org/W2141176783","https://openalex.org/W2142635246","https://openalex.org/W2154585842","https://openalex.org/W2157825442","https://openalex.org/W2158703238","https://openalex.org/W2163640453","https://openalex.org/W2296092058","https://openalex.org/W2319017706","https://openalex.org/W2572071818","https://openalex.org/W2575493280","https://openalex.org/W2896878610","https://openalex.org/W2913958523"],"related_works":["https://openalex.org/W2319017706","https://openalex.org/W179797448","https://openalex.org/W2296092058","https://openalex.org/W1547003114","https://openalex.org/W7098835691","https://openalex.org/W1636689632","https://openalex.org/W6959907417","https://openalex.org/W2396791900","https://openalex.org/W7146076924","https://openalex.org/W2186453062"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":9}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}