{"id":"https://openalex.org/W4409102154","doi":"https://doi.org/10.1109/access.2025.3557316","title":"Tracing Student Learning Outcome at Historically Black Colleges and Universities via Deep Knowledge Tracing","display_name":"Tracing Student Learning Outcome at Historically Black Colleges and Universities via Deep Knowledge Tracing","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409102154","doi":"https://doi.org/10.1109/access.2025.3557316"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3557316","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3557316","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3557316","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111279404","display_name":"Ming-Mu Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming-Mu Kuo","raw_affiliation_strings":["ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA"],"raw_orcid":"https://orcid.org/0009-0000-1490-1107","affiliations":[{"raw_affiliation_string":"ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]},{"raw_affiliation_string":"CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025123573","display_name":"Xiangfang Li","orcid":"https://orcid.org/0009-0008-1548-055X"},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiangfang Li","raw_affiliation_strings":["ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA"],"raw_orcid":"https://orcid.org/0009-0008-1548-055X","affiliations":[{"raw_affiliation_string":"ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]},{"raw_affiliation_string":"CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077554980","display_name":"Pamela Obiomon","orcid":null},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pamela H. Obiomon","raw_affiliation_strings":["ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]},{"raw_affiliation_string":"CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085031765","display_name":"Lijun Qian","orcid":"https://orcid.org/0000-0003-1577-3359"},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lijun Qian","raw_affiliation_strings":["ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA"],"raw_orcid":"https://orcid.org/0000-0003-1577-3359","affiliations":[{"raw_affiliation_string":"ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]},{"raw_affiliation_string":"CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006284276","display_name":"Xishuang Dong","orcid":"https://orcid.org/0000-0002-3742-0071"},"institutions":[{"id":"https://openalex.org/I250520410","display_name":"Prairie View A&M University","ror":"https://ror.org/0449kf092","country_code":"US","type":"education","lineage":["https://openalex.org/I250520410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xishuang Dong","raw_affiliation_strings":["ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-3742-0071","affiliations":[{"raw_affiliation_string":"ECE Department, CREDIT Center, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]},{"raw_affiliation_string":"CREDIT Center and ECE Department, Prairie View A&#x0026;M University, Prairie View, TX, USA","institution_ids":["https://openalex.org/I250520410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2035,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81830356,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"61340","last_page":"61349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9779000282287598,"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"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9779000282287598,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.8422674536705017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5223051905632019},{"id":"https://openalex.org/keywords/historically-black-colleges-and-universities","display_name":"Historically black colleges and universities","score":0.4991135597229004},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.4121437668800354},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.32574671506881714},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.3157724440097809},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.23876923322677612},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12854638695716858},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08090052008628845}],"concepts":[{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.8422674536705017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5223051905632019},{"id":"https://openalex.org/C2777389919","wikidata":"https://www.wikidata.org/wiki/Q1620945","display_name":"Historically black colleges and universities","level":3,"score":0.4991135597229004},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.4121437668800354},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.32574671506881714},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.3157724440097809},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.23876923322677612},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12854638695716858},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08090052008628845},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3557316","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3557316","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:281c796aa6b94d33b5b55809dc651000","is_oa":true,"landing_page_url":"https://doaj.org/article/281c796aa6b94d33b5b55809dc651000","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 61340-61349 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3557316","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3557316","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G3294896131","display_name":null,"funder_award_id":"W911NF-24-2-0133","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G5169551098","display_name":null,"funder_award_id":"2323419","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7705953027","display_name":null,"funder_award_id":"2235731","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8112480330","display_name":null,"funder_award_id":"2205891","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2015040676","https://openalex.org/W2193213900","https://openalex.org/W2805035427","https://openalex.org/W2953577593","https://openalex.org/W3046782012","https://openalex.org/W4200004272","https://openalex.org/W4307295769","https://openalex.org/W4307561542","https://openalex.org/W4382239739","https://openalex.org/W4390105690","https://openalex.org/W4393112886","https://openalex.org/W4394585879","https://openalex.org/W4406549905","https://openalex.org/W6729855045","https://openalex.org/W6755699504","https://openalex.org/W6765830420","https://openalex.org/W6785417489","https://openalex.org/W6966704228"],"related_works":["https://openalex.org/W2482187863","https://openalex.org/W4377832242","https://openalex.org/W2600626022","https://openalex.org/W2768741886","https://openalex.org/W4393112886","https://openalex.org/W2950413786","https://openalex.org/W465732042","https://openalex.org/W4391327310","https://openalex.org/W2408501781","https://openalex.org/W4281789903"],"abstract_inverted_index":{"Historically":[0],"Black":[1],"Colleges":[2],"and":[3,20,47,78,99,136,188],"Universities":[4],"(HBCUs)":[5],"in":[6,14,146,172],"the":[7,58,141,168],"United":[8],"States":[9],"play":[10],"a":[11,96],"vital":[12],"role":[13],"higher":[15,39],"education,":[16],"providing":[17],"educational":[18],"opportunities":[19],"training,":[21],"particularly":[22],"for":[23,64,160],"African":[24],"American":[25],"students.":[26],"Deep":[27],"Knowledge":[28],"Tracing":[29],"(DKT)":[30],"has":[31],"emerged":[32],"as":[33],"an":[34,71],"advanced":[35,158],"approach":[36],"to":[37,60,106,156,184],"enhancing":[38],"education":[40,81],"outcomes":[41],"by":[42],"enabling":[43,181],"personalized":[44],"learning":[45,66,116,163],"experiences":[46],"more":[48],"accurate":[49],"assessments":[50],"of":[51,114,143,170,177],"student":[52,65,162],"knowledge":[53],"mastery.":[54],"This":[55],"study":[56],"is":[57],"first":[59],"leverage":[61],"DKT":[62,104,144,171],"techniques":[63],"outcome":[67],"(SLO)":[68],"tracing":[69,109],"at":[70,82,126,175,190],"HBCU,":[72],"focusing":[73],"on":[74,179],"Science,":[75],"Technology,":[76],"Engineering,":[77],"Mathematics":[79],"(STEM)":[80],"Prairie":[83],"View":[84],"A&M":[85],"University":[86],"(PVAMU).":[87],"To":[88],"systematically":[89],"validate":[90],"DKT-based":[91],"SLO":[92,108],"tracing,":[93],"we":[94],"construct":[95],"comprehensive":[97],"dataset":[98,112],"employ":[100],"multiple":[101],"state-of-the-art":[102],"(SOTA)":[103],"models":[105,129,145,154],"evaluate":[107],"performance.":[110],"The":[111,128],"consists":[113],"352,148":[115],"records":[117],"from":[118],"17,":[119],"181":[120],"undergraduate":[121],"students":[122,174],"across":[123],"eight":[124],"colleges":[125],"PVAMU.":[127],"utilized":[130],"include":[131],"DKT,":[132],"DKT+,":[133],"DKVMN,":[134],"SAKT,":[135],"KQN.":[137],"Experimental":[138],"results":[139],"demonstrate":[140],"effectiveness":[142],"effectively":[147],"predicting":[148],"SLO.":[149],"Specifically,":[150],"DKVMN":[151],"outperforms":[152],"other":[153],"due":[155],"their":[157],"mechanisms":[159],"capturing":[161],"patterns.":[164],"These":[165],"findings":[166],"highlight":[167],"potential":[169],"identifying":[173],"risk":[176],"underperforming":[178],"SLO,":[180],"proactive":[182],"interventions":[183],"support":[185],"academic":[186],"progress":[187],"success":[189],"HBCUs.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
