{"id":"https://openalex.org/W2595053754","doi":null,"title":"A Methodology for Evaluating Predictions of Transfer and an Empirical Application to Data from a Web-Based Intelligent Tutoring System: How to Improve Knowledge Tracing in Dialog Based Tutors","display_name":"A Methodology for Evaluating Predictions of Transfer and an Empirical Application to Data from a Web-Based Intelligent Tutoring System: How to Improve Knowledge Tracing in Dialog Based Tutors","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W2595053754","mag":"2595053754"},"language":"en","primary_location":{"id":"pmh:oai:digitalcommons.wpi.edu:computerscience-pubs-1152","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.wpi.edu/computerscience-pubs/139","pdf_url":null,"source":{"id":"https://openalex.org/S4377196141","display_name":"Digital WPI","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Faculty Publications","raw_type":"text"},"parent_works":[],"lineage":["https://openalex.org/W2595053754"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":[],"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/A5078998782","display_name":"Neil Thomas Heffernan","orcid":"https://orcid.org/0000-0002-3280-288X","observed_orcids":["https://orcid.org/0000-0002-3280-288X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neil T. Heffernan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5010538176","display_name":"Ethan A. Croteau","orcid":"https://orcid.org/0000-0002-4142-6353","observed_orcids":["https://orcid.org/0000-0002-4142-6353"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ethan Croteau","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-4142-6353","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3053,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59974704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9994999766349792,"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":0.9994999766349792,"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/T11516","display_name":"Visual and Cognitive Learning Processes","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":9.999999747378752e-05,"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/knowledge-tracing","display_name":"knowledge tracing","score":0.7820000052452087},{"id":"https://openalex.org/keywords/intelligent-tutoring-systems","display_name":"intelligent tutoring systems","score":0.8600000143051147},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"transfer of learning","score":0.7739999890327454},{"id":"https://openalex.org/keywords/cognitive-models","display_name":"cognitive models","score":0.8379999995231628},{"id":"https://openalex.org/keywords/model-evaluation","display_name":"model evaluation","score":0.5600000023841858},{"id":"https://openalex.org/keywords/task-analysis","display_name":"task analysis","score":0.7049999833106995},{"id":"https://openalex.org/keywords/online-tutoring","display_name":"online tutoring","score":0.7910000085830688},{"id":"https://openalex.org/keywords/academic-performance-prediction","display_name":"student performance prediction","score":0.8460000157356262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.782416582107544},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.7351459264755249},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5460498332977295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4997990131378174},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.48126929998397827},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47486376762390137},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.473063588142395},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.440424382686615},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.358445405960083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35135912895202637},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1407974362373352},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10949727892875671},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:digitalcommons.wpi.edu:computerscience-pubs-1152","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.wpi.edu/computerscience-pubs/139","pdf_url":null,"source":{"id":"https://openalex.org/S4377196141","display_name":"Digital WPI","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Faculty Publications","raw_type":"text"},{"id":"mag:2595053754","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=1152&context=computerscience-pubs","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.8278999924659729}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W101242403","https://openalex.org/W568024311","https://openalex.org/W1551107844","https://openalex.org/W1994020782","https://openalex.org/W2030325274","https://openalex.org/W2057236285","https://openalex.org/W2162792036","https://openalex.org/W2336704236","https://openalex.org/W2413267898"],"related_works":["https://openalex.org/W7096938550","https://openalex.org/W3194200465","https://openalex.org/W179797448","https://openalex.org/W42832396","https://openalex.org/W135752602","https://openalex.org/W7162871361","https://openalex.org/W2128907465","https://openalex.org/W2163117691","https://openalex.org/W1842230737","https://openalex.org/W41792901"],"abstract_inverted_index":{"Cognitive":[0,29],"Science":[1],"is":[2,67],"interested":[3],"in":[4,37],"being":[5,68],"able":[6,55,69],"to":[7,43,53,56,70,94,110,120,145,149],"develop":[8],"methodologies":[9],"for":[10,113],"analyzing":[11],"human":[12,32],"learning":[13],"and":[14,61,89],"performance":[15],"data.":[16],"Intelligent":[17],"tutoring":[18,38],"systems":[19],"need":[20,42,52],"good":[21],"cognitive":[22,99,153],"models":[23,30],"that":[24,50,85,117],"can":[25],"predict":[26,71],"student":[27],"performance.":[28],"of":[31,48,98],"processing":[33],"are":[34,108,118,124,143],"also":[35],"useful":[36,105],"because":[39,122],"well-designed":[40],"curriculums":[41],"understand":[44],"the":[45,96],"common":[46,65],"components":[47,116],"knowledge":[49,115,129],"students":[51],"be":[54],"employ":[57],"(cite":[58],"Koedinger":[59],"paper":[60],"algebra":[62],"stuff).":[63],"A":[64],"concern":[66],"when":[72,106],"transfer":[73],"should":[74],"happen.":[75],"We":[76,131],"describe":[77],"a":[78],"methodology":[79,102,134],"(first":[80],"used":[81],"by":[82],"Koedinger,":[83],"2001)":[84],"uses":[86],"empirical":[87],"data":[88],"cognitively":[90],"principled":[91],"task":[92],"analysis":[93],"evaluate":[95],"fit":[97],"models.":[100],"This":[101],"seems":[103],"particularly":[104],"you":[107],"trying":[109,144],"find":[111],"evidence":[112],"\u201chidden\u201d":[114],"hard":[119],"assess":[121],"they":[123],"confounded":[125],"with":[126],"accessing":[127],"other":[128],"components.":[130],"present":[132],"this":[133,147],"as":[135,137],"well":[136],"an":[138,151],"illustration":[139],"showing":[140],"how":[141],"we":[142],"use":[146],"method":[148],"answer":[150],"important":[152],"science":[154],"issue.":[155]},"counts_by_year":[],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2017-03-23T00:00:00"}
