{"id":"https://openalex.org/W4412107032","doi":"https://doi.org/10.1109/tcss.2025.3577255","title":"Prompt Transfer for Dual-Aspect Cross-Domain Cognitive Diagnosis","display_name":"Prompt Transfer for Dual-Aspect Cross-Domain Cognitive Diagnosis","publication_year":2025,"publication_date":"2025-07-08","ids":{"openalex":"https://openalex.org/W4412107032","doi":"https://doi.org/10.1109/tcss.2025.3577255"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2025.3577255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3577255","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","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/A5001540547","display_name":"Fei Liu","orcid":"https://orcid.org/0000-0003-0022-4103"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Liu","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China"],"raw_orcid":"https://orcid.org/0000-0003-0022-4103","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yizhong Zhang","orcid":"https://orcid.org/0009-0002-2962-5517"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhong Zhang","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China"],"raw_orcid":"https://orcid.org/0009-0002-2962-5517","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054818953","display_name":"Shuochen Liu","orcid":"https://orcid.org/0000-0003-4724-8989"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuochen Liu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-4724-8989","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039946566","display_name":"Shengwei Ji","orcid":"https://orcid.org/0000-0003-4942-9767"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengwei Ji","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China"],"raw_orcid":"https://orcid.org/0000-0003-4942-9767","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719462","display_name":"Kui Yu","orcid":"https://orcid.org/0000-0003-2442-4572"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kui Yu","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China"],"raw_orcid":"https://orcid.org/0000-0003-2442-4572","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033706423","display_name":"Le Wu","orcid":"https://orcid.org/0000-0003-4556-0581"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Wu","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China"],"raw_orcid":"https://orcid.org/0000-0003-4556-0581","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, Hefei, P.R. China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4401,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90007393,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":"6","first_page":"5047","last_page":"5060"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.6862999796867371,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.6862999796867371,"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/dual","display_name":"Dual (grammatical number)","score":0.6137657165527344},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4444286823272705},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43418553471565247},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.41138243675231934},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20045310258865356},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1935836672782898},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19029191136360168}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6137657165527344},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4444286823272705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43418553471565247},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.41138243675231934},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20045310258865356},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1935836672782898},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19029191136360168},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2025.3577255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3577255","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1013191962","display_name":null,"funder_award_id":"2021ZD0111802","funder_id":"https://openalex.org/F4320329860","funder_display_name":"National Science and Technology Major Project"},{"id":"https://openalex.org/G1346123884","display_name":null,"funder_award_id":"721881011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2137154385","display_name":null,"funder_award_id":"62306100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4200552459","display_name":null,"funder_award_id":"2024M760722","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5586753922","display_name":null,"funder_award_id":"U23B2031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6921662984","display_name":null,"funder_award_id":"62376086","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8180348646","display_name":null,"funder_award_id":"JZ2024HGQB0093","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8480155402","display_name":null,"funder_award_id":"72188101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8829317875","display_name":null,"funder_award_id":"62406096","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320329860","display_name":"National Science and Technology Major Project","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2160920329","https://openalex.org/W2921387835","https://openalex.org/W2970476646","https://openalex.org/W2987183241","https://openalex.org/W2997882704","https://openalex.org/W3127184636","https://openalex.org/W3155422817","https://openalex.org/W3168651723","https://openalex.org/W3173342190","https://openalex.org/W3185341429","https://openalex.org/W3198571508","https://openalex.org/W3199400376","https://openalex.org/W3208144117","https://openalex.org/W4249332350","https://openalex.org/W4284668784","https://openalex.org/W4285149549","https://openalex.org/W4288724486","https://openalex.org/W4290874932","https://openalex.org/W4290927867","https://openalex.org/W4292793914","https://openalex.org/W4306316971","https://openalex.org/W4312541129","https://openalex.org/W4360612299","https://openalex.org/W4365211555","https://openalex.org/W4384648338","https://openalex.org/W4385562471","https://openalex.org/W4385571683","https://openalex.org/W4387885709","https://openalex.org/W4388543952","https://openalex.org/W4392846385","https://openalex.org/W4393148098","https://openalex.org/W4393160314","https://openalex.org/W4401863398","https://openalex.org/W4404241960","https://openalex.org/W4409150510"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Cognitive":[0],"diagnosis":[1,36],"(CD)":[2],"aims":[3],"to":[4,56,103,148],"evaluate":[5],"students\u2019":[6],"cognitive":[7,35,98],"states":[8],"based":[9],"on":[10,122],"their":[11],"interaction":[12],"data,":[13],"enabling":[14],"downstream":[15],"applications":[16],"such":[17,50],"as":[18,51],"exercise":[19],"recommendation":[20],"and":[21,67,115,128,145,153],"personalized":[22],"learning":[23],"guidance.":[24],"However,":[25],"existing":[26],"methods":[27],"often":[28],"struggle":[29],"with":[30],"accuracy":[31],"drops":[32],"in":[33,75,156],"cross-domain":[34],"(CDCD),":[37],"a":[38,77,87,143],"practical":[39,154],"yet":[40,89],"challenging":[41],"task.":[42],"While":[43],"some":[44],"efforts":[45],"have":[46],"explored":[47],"exercise-aspect":[48,68,118],"CDCD,":[49,63,149],"cross-subject":[52],"scenarios,":[53,109],"they":[54],"fail":[55],"address":[57,81],"the":[58,126],"broader":[59],"dual-aspect":[60],"nature":[61],"of":[62,130,162],"encompassing":[64],"both":[65,151],"student-":[66],"variations.":[69],"This":[70],"diversity":[71],"creates":[72],"significant":[73],"challenges":[74],"developing":[76],"scenario-agnostic":[78],"framework.":[79],"To":[80],"these":[82],"gaps,":[83],"we":[84],"propose":[85],"PromptCD,":[86,131],"simple":[88],"effective":[90],"framework":[91,164],"that":[92],"leverages":[93],"soft":[94],"prompt":[95],"transfer":[96],"for":[97,112,117],"diagnosis.":[99],"PromptCD":[100],"is":[101,165],"designed":[102],"adapt":[104],"seamlessly":[105],"across":[106,136],"diverse":[107],"CDCD":[108,114,138],"introducing":[110],"PromptCD-S":[111],"student-aspect":[113],"PromptCD-E":[116],"CDCD.":[119],"Extensive":[120],"experiments":[121],"real-world":[123],"datasets":[124],"demonstrate":[125],"robustness":[127],"effectiveness":[129],"consistently":[132],"achieving":[133],"superior":[134],"performance":[135],"various":[137],"scenarios.":[139],"Our":[140],"work":[141],"offers":[142],"unified":[144],"generalizable":[146],"approach":[147],"advancing":[150],"theoretical":[152],"understanding":[155],"this":[157],"critical":[158],"domain.":[159],"The":[160],"implementation":[161],"our":[163],"publicly":[166],"available":[167],"athttps://github.com/Publisher-PromptCD/PromptCD.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
