{"id":"https://openalex.org/W2083578156","doi":"https://doi.org/10.1007/s11257-007-9046-5","title":"A multifactor approach to student model evaluation","display_name":"A multifactor approach to student model evaluation","publication_year":2008,"publication_date":"2008-01-29","ids":{"openalex":"https://openalex.org/W2083578156","doi":"https://doi.org/10.1007/s11257-007-9046-5","mag":"2083578156"},"language":"en","primary_location":{"id":"doi:10.1007/s11257-007-9046-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11257-007-9046-5","pdf_url":null,"source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"},"type":"article","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/A5055898004","display_name":"Michael Yudelson","orcid":"https://orcid.org/0000-0002-8280-0348"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael V. Yudelson","raw_affiliation_strings":["Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA","School of Information Sciences, University of Pittsburgh, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"School of Information Sciences, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103958222","display_name":"Olga P. Medvedeva","orcid":null},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olga P. Medvedeva","raw_affiliation_strings":["Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044313420","display_name":"Rebecca S. Crowley","orcid":null},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I4210128526","display_name":"UPMC Hillman Cancer Center","ror":"https://ror.org/03bw34a45","country_code":"US","type":"facility","lineage":["https://openalex.org/I170201317","https://openalex.org/I4210128526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca S. Crowley","raw_affiliation_strings":["Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA","Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA","Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, USA","UPMC Cancer Pavilion, Suite 301, Room 307, 5150 Centre Avenue, Pittsburgh, PA, 15323, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"UPMC Cancer Pavilion, Suite 301, Room 307, 5150 Centre Avenue, Pittsburgh, PA, 15323, USA","institution_ids":["https://openalex.org/I4210128526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055898004"],"corresponding_institution_ids":["https://openalex.org/I170201317"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":8.8449,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.9749947,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"18","issue":"4","first_page":"349","last_page":"382"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9675999879837036,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9613999724388123,"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/computer-science","display_name":"Computer science","score":0.7679018974304199},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6493080854415894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5776382088661194},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5615125894546509},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.5373517274856567},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.4897780418395996},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.48079290986061096},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44508761167526245},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.43334251642227173},{"id":"https://openalex.org/keywords/domain-model","display_name":"Domain model","score":0.42885908484458923},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4257635474205017},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.2901599109172821},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1137518584728241},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.10634365677833557},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07387295365333557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7679018974304199},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6493080854415894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5776382088661194},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5615125894546509},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.5373517274856567},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.4897780418395996},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.48079290986061096},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44508761167526245},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43334251642227173},{"id":"https://openalex.org/C92548554","wikidata":"https://www.wikidata.org/wiki/Q2262868","display_name":"Domain model","level":3,"score":0.42885908484458923},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4257635474205017},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.2901599109172821},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1137518584728241},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.10634365677833557},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07387295365333557},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11257-007-9046-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11257-007-9046-5","pdf_url":null,"source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310174","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W49486804","https://openalex.org/W49761325","https://openalex.org/W185989546","https://openalex.org/W1486259229","https://openalex.org/W1509138025","https://openalex.org/W1510481368","https://openalex.org/W1524761913","https://openalex.org/W1529098247","https://openalex.org/W1534276167","https://openalex.org/W1553134195","https://openalex.org/W1568922908","https://openalex.org/W1596562837","https://openalex.org/W1679907412","https://openalex.org/W1685954936","https://openalex.org/W1878893887","https://openalex.org/W1891846686","https://openalex.org/W1916694713","https://openalex.org/W1976526581","https://openalex.org/W1977196850","https://openalex.org/W2013185882","https://openalex.org/W2013974720","https://openalex.org/W2014296507","https://openalex.org/W2015040676","https://openalex.org/W2029650678","https://openalex.org/W2102365795","https://openalex.org/W2114436459","https://openalex.org/W2123807123","https://openalex.org/W2128907465","https://openalex.org/W2152239535","https://openalex.org/W2157825442","https://openalex.org/W2160271969","https://openalex.org/W2162792036","https://openalex.org/W2163640453","https://openalex.org/W2232925767","https://openalex.org/W2255749336","https://openalex.org/W2798214469","https://openalex.org/W2979006918","https://openalex.org/W3107187006","https://openalex.org/W4285719527","https://openalex.org/W4299857007"],"related_works":["https://openalex.org/W4289718052","https://openalex.org/W2164121020","https://openalex.org/W2145559838","https://openalex.org/W3116498279","https://openalex.org/W4287549553","https://openalex.org/W2578019973","https://openalex.org/W1966693653","https://openalex.org/W53822680","https://openalex.org/W2061400558","https://openalex.org/W1565703663"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}