{"id":"https://openalex.org/W4416016521","doi":"https://doi.org/10.1145/3746252.3761121","title":"Selective Mixup for Debiasing Question Selection in Computerized Adaptive Testing","display_name":"Selective Mixup for Debiasing Question Selection in Computerized Adaptive Testing","publication_year":2025,"publication_date":"2025-11-08","ids":{"openalex":"https://openalex.org/W4416016521","doi":"https://doi.org/10.1145/3746252.3761121"},"language":null,"primary_location":{"id":"doi:10.1145/3746252.3761121","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746252.3761121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2511.15241","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109789017","display_name":"Mi Tian","orcid":"https://orcid.org/0009-0009-7934-6445"},"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":true,"raw_author_name":"Mi Tian","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Heifei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Heifei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Heifei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Heifei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342310","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0002-0743-9003"},"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":"Kun Zhang","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Heifei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Heifei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Heifei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Heifei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001540547","display_name":"Fei Liu","orcid":"https://orcid.org/0000-0003-0022-4103"},"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"]},{"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, China and School of Computer Science and Information Engineering, Hefei University of Technology, Heifei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Hefei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Heifei, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103486431","display_name":"Jinglong Li","orcid":"https://orcid.org/0009-0003-3069-3215"},"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":"Jinglong Li","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Heifei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Heifei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Heifei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Heifei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109429021","display_name":"Yanran Liao","orcid":"https://orcid.org/0009-0001-8421-1061"},"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"]},{"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":"Yuxin Liao","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Heifei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Heifei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116269221","display_name":"Chenxi Bai","orcid":"https://orcid.org/0009-0008-7944-9703"},"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"]},{"id":"https://openalex.org/I39774598","display_name":"Hefei University","ror":"https://ror.org/01f5rdf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I39774598"]},{"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":"Chenxi Bai","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Hefei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Hefei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422","https://openalex.org/I39774598","https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101690342","display_name":"Zhen-Bing Tan","orcid":"https://orcid.org/0009-0005-6674-7080"},"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"]},{"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"]},{"id":"https://openalex.org/I39774598","display_name":"Hefei University","ror":"https://ror.org/01f5rdf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I39774598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengtao Tan","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Hefei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Hefei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422","https://openalex.org/I39774598","https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033706423","display_name":"Le Wu","orcid":"https://orcid.org/0000-0003-4556-0581"},"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"]},{"id":"https://openalex.org/I39774598","display_name":"Hefei University","ror":"https://ror.org/01f5rdf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I39774598"]},{"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, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Hefei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422","https://openalex.org/I39774598","https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051332325","display_name":"Richang Hong","orcid":"https://orcid.org/0000-0001-5461-3986"},"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"]},{"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"]},{"id":"https://openalex.org/I39774598","display_name":"Hefei University","ror":"https://ror.org/01f5rdf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I39774598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Richang Hong","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Hefei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, The Ministry of Education of China, Hefei, China and School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422","https://openalex.org/I39774598","https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5109789017"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40520526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2885","last_page":"2894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.33250001072883606,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.33250001072883606,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.2549000084400177,"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/T14025","display_name":"Educational Technology and Assessment","score":0.060600001364946365,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/debiasing","display_name":"Debiasing","score":0.9944999814033508},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7491000294685364},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6134999990463257},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5407999753952026},{"id":"https://openalex.org/keywords/computerized-adaptive-testing","display_name":"Computerized adaptive testing","score":0.4726000130176544},{"id":"https://openalex.org/keywords/selection-bias","display_name":"Selection bias","score":0.46799999475479126},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4277999997138977}],"concepts":[{"id":"https://openalex.org/C2779458634","wikidata":"https://www.wikidata.org/wiki/Q24963715","display_name":"Debiasing","level":2,"score":0.9944999814033508},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7491000294685364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7372000217437744},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6134999990463257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5989999771118164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5821999907493591},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5407999753952026},{"id":"https://openalex.org/C144352353","wikidata":"https://www.wikidata.org/wiki/Q2920411","display_name":"Computerized adaptive testing","level":3,"score":0.4726000130176544},{"id":"https://openalex.org/C40423286","wikidata":"https://www.wikidata.org/wiki/Q284172","display_name":"Selection bias","level":2,"score":0.46799999475479126},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4277999997138977},{"id":"https://openalex.org/C79585631","wikidata":"https://www.wikidata.org/wiki/Q431498","display_name":"Confirmation bias","level":2,"score":0.40560001134872437},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4023999869823456},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.32100000977516174},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.31850001215934753},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2867000102996826},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.2799000144004822}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3746252.3761121","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3746252.3761121","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2511.15241","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.15241","pdf_url":"https://arxiv.org/pdf/2511.15241","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2511.15241","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2511.15241","pdf_url":"https://arxiv.org/pdf/2511.15241","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1513687911","https://openalex.org/W1967448749","https://openalex.org/W1975508799","https://openalex.org/W2026019770","https://openalex.org/W2997882704","https://openalex.org/W3110063457","https://openalex.org/W3127184636","https://openalex.org/W3155422817","https://openalex.org/W4210818739","https://openalex.org/W4283808942","https://openalex.org/W4284664988","https://openalex.org/W4292793914","https://openalex.org/W4307817196","https://openalex.org/W4385568091","https://openalex.org/W4387846501","https://openalex.org/W4388229648","https://openalex.org/W4396225092","https://openalex.org/W4401857080","https://openalex.org/W4404781701","https://openalex.org/W4406296124","https://openalex.org/W4409657312"],"related_works":[],"abstract_inverted_index":{"Computerized":[0],"Adaptive":[1],"Testing":[2],"(CAT)":[3],"is":[4,73,113,186],"a":[5,146],"widely":[6],"used":[7],"technology":[8],"for":[9,181],"evaluating":[10],"learners'":[11,130],"proficiency":[12,22,89],"in":[13,62,137,239],"online":[14],"education":[15],"platforms.":[16],"By":[17],"leveraging":[18],"prior":[19,103],"estimates":[20,29],"of":[21,129,150,170,205,236],"to":[23,85,93,120],"select":[24],"questions":[25,84],"and":[26,39,90,122,157,172,175,192,208,234],"updating":[27],"the":[28,58,63,70,77,99,109,126,135,203,231],"iteratively":[30],"based":[31],"on":[32,52,102,215],"responses,":[33],"CAT":[34],"enables":[35],"personalized":[36],"learner":[37],"modeling":[38],"has":[40],"attracted":[41],"substantial":[42],"attention.":[43],"Despite":[44],"this":[45,105,142],"progress,":[46],"most":[47],"existing":[48],"works":[49],"focus":[50],"primarily":[51],"improving":[53],"diagnostic":[54],"accuracy,":[55],"while":[56],"overlooking":[57],"selection":[59,72,100,210,238],"bias":[60,106,136],"inherent":[61],"adaptive":[64],"process.":[65],"Selection":[66],"Bias":[67],"arises":[68],"because":[69],"question":[71,237],"strongly":[74],"influenced":[75],"by":[76],"estimated":[78],"proficiency,":[79],"such":[80],"as":[81,178],"assigning":[82],"easier":[83],"learners":[86,94],"with":[87,95,166,219],"lower":[88],"harder":[91],"ones":[92],"higher":[96],"proficiency.":[97],"Since":[98],"depends":[101],"estimation,":[104],"propagates":[107],"into":[108],"diagnosis":[110,138,222],"model,":[111],"which":[112],"further":[114],"amplified":[115],"during":[116],"iterative":[117],"updates,":[118],"leading":[119],"misalignment":[121],"biased":[123,182,190],"predictions.":[124],"Moreover,":[125],"imbalanced":[127],"nature":[128],"historical":[131],"interactions":[132],"often":[133],"exacerbates":[134],"models.":[139],"To":[140],"address":[141],"issue,":[143],"we":[144,162],"propose":[145],"debiasing":[147],"framework":[148],"consisting":[149],"two":[151,216],"key":[152],"modules:":[153],"Cross-Attribute":[154],"Examinee":[155],"Retrieval":[156],"Selective":[158],"Mixup-based":[159],"Regularization.":[160],"First,":[161],"retrieve":[163],"balanced":[164,195],"examinees":[165],"relatively":[167],"even":[168],"distributions":[169],"correct":[171],"incorrect":[173],"responses":[174],"use":[176],"them":[177],"neutral":[179],"references":[180],"examinees.":[183],"Then,":[184],"mixup":[185],"applied":[187],"between":[188],"each":[189],"examinee":[191],"its":[193],"matched":[194],"counterpart":[196],"under":[197],"label":[198],"consistency.":[199],"This":[200],"augmentation":[201],"enriches":[202],"diversity":[204],"bias-conflicting":[206],"samples":[207],"smooths":[209],"boundaries.":[211],"Finally,":[212],"extensive":[213],"experiments":[214],"benchmark":[217],"datasets":[218],"multiple":[220],"advanced":[221],"models":[223],"demonstrate":[224],"that":[225],"our":[226],"method":[227],"substantially":[228],"improves":[229],"both":[230],"generalization":[232],"ability":[233],"fairness":[235],"CAT.":[240]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-08T00:00:00"}
