{"id":"https://openalex.org/W4414231775","doi":"https://doi.org/10.1109/sera65747.2025.11154638","title":"From Textbooks to Chatbots: Applying Large Language Models in Vietnamese History Learning","display_name":"From Textbooks to Chatbots: Applying Large Language Models in Vietnamese History Learning","publication_year":2025,"publication_date":"2025-05-29","ids":{"openalex":"https://openalex.org/W4414231775","doi":"https://doi.org/10.1109/sera65747.2025.11154638"},"language":"en","primary_location":{"id":"doi:10.1109/sera65747.2025.11154638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera65747.2025.11154638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACIS 23rd International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-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/A5038284584","display_name":"Nguyen Nang Hung Van","orcid":"https://orcid.org/0000-0002-9963-7006"},"institutions":[{"id":"https://openalex.org/I3130697706","display_name":"University of Science and Technology - The University of Da Nang","ror":"https://ror.org/001ydh096","country_code":"VN","type":"education","lineage":["https://openalex.org/I3130697706"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Nang Hung Van","raw_affiliation_strings":["UD-University of Science and Technology,Faculty of Information Technology,Da Nang,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UD-University of Science and Technology,Faculty of Information Technology,Da Nang,Vietnam","institution_ids":["https://openalex.org/I3130697706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119631171","display_name":"Ngo Van Uc","orcid":null},"institutions":[{"id":"https://openalex.org/I3130697706","display_name":"University of Science and Technology - The University of Da Nang","ror":"https://ror.org/001ydh096","country_code":"VN","type":"education","lineage":["https://openalex.org/I3130697706"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ngo Van Uc","raw_affiliation_strings":["Dong A University,Faculty of Information Technology,Da Nang,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dong A University,Faculty of Information Technology,Da Nang,Vietnam","institution_ids":["https://openalex.org/I3130697706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052560232","display_name":"Pham Van Quan","orcid":null},"institutions":[{"id":"https://openalex.org/I3130697706","display_name":"University of Science and Technology - The University of Da Nang","ror":"https://ror.org/001ydh096","country_code":"VN","type":"education","lineage":["https://openalex.org/I3130697706"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Pham Van Quan","raw_affiliation_strings":["Dong A University,Faculty of Information Technology,Da Nang,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dong A University,Faculty of Information Technology,Da Nang,Vietnam","institution_ids":["https://openalex.org/I3130697706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075229057","display_name":"Truc T. Tran","orcid":"https://orcid.org/0000-0002-2696-4196"},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Truc Thanh Tran","raw_affiliation_strings":["FPT University, FPT Greenwich Centre,Faculty of Computing,Da Nang,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FPT University, FPT Greenwich Centre,Faculty of Computing,Da Nang,Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119631172","display_name":"Phan Thanh Tra","orcid":null},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Phan Thanh Tra","raw_affiliation_strings":["FPT University, FPT Greenwich Centre,Faculty of Computing,Da Nang,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FPT University, FPT Greenwich Centre,Faculty of Computing,Da Nang,Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114121683","display_name":"Truc Thi Kim Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I3130697706","display_name":"University of Science and Technology - The University of Da Nang","ror":"https://ror.org/001ydh096","country_code":"VN","type":"education","lineage":["https://openalex.org/I3130697706"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Truc Thi Kim Nguyen","raw_affiliation_strings":["UD-University of Science and Technology,Faculty of Electrical Engineering,Da Nang,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UD-University of Science and Technology,Faculty of Electrical Engineering,Da Nang,Vietnam","institution_ids":["https://openalex.org/I3130697706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11536435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"493","last_page":"498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9175999760627747,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9175999760627747,"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/chatbot","display_name":"Chatbot","score":0.895799994468689},{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.8246999979019165},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4438999891281128},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.37139999866485596},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.3555000126361847},{"id":"https://openalex.org/keywords/language-acquisition","display_name":"Language acquisition","score":0.3443000018596649},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.34130001068115234}],"concepts":[{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.895799994468689},{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.8246999979019165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.703499972820282},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4438999891281128},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43619999289512634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3799000084400177},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.37139999866485596},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.3555000126361847},{"id":"https://openalex.org/C74672266","wikidata":"https://www.wikidata.org/wiki/Q815859","display_name":"Language acquisition","level":2,"score":0.3443000018596649},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.34130001068115234},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.3395000100135803},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3244999945163727},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.3199000060558319},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2791999876499176},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2680000066757202},{"id":"https://openalex.org/C114010052","wikidata":"https://www.wikidata.org/wiki/Q150352","display_name":"Foreign language","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sera65747.2025.11154638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera65747.2025.11154638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACIS 23rd International Conference on Software Engineering Research, Management and Applications (SERA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0],"the":[1,6,27,59,107,110,127,157,166,173,178],"era":[2],"of":[3,8,29,159],"digital":[4],"transformation,":[5],"integration":[7],"Large":[9],"Language":[10],"Models":[11],"(LLMs)":[12],"into":[13,70,90],"education":[14,149],"has":[15],"opened":[16],"new":[17],"avenues":[18],"for":[19,83,120,184],"interactive":[20],"and":[21,45,62,73,93,97,116,131,141,171,186],"effective":[22],"learning.":[23],"This":[24,143],"paper":[25],"introduces":[26],"development":[28],"a":[30,71,91,113,117,181],"chatbot":[31,50,179],"designed":[32],"to":[33,42,65,86,100],"support":[34],"learning":[35,185],"Vietnamese":[36,60,80,153],"history":[37,81],"by":[38],"using":[39,95],"advanced":[40],"LLM":[41],"deliver":[43],"accurate":[44],"contextually":[46],"appropriate":[47],"responses.":[48],"The":[49],"employs":[51],"modern":[52],"natural":[53],"language":[54],"processing":[55],"(NLP)":[56],"techniques,":[57],"including":[58],"Bi-Encoder":[61],"Meta-LLaMA":[63],"models,":[64],"convert":[66],"historical":[67,135,148],"textbook":[68],"content":[69],"structured":[72],"conversational":[74],"format.":[75],"Data":[76],"was":[77],"sourced":[78],"from":[79],"textbooks":[82],"grades":[84],"6":[85],"12,":[87],"systematically":[88],"organized":[89],"database,":[92],"processed":[94],"embedding":[96],"retrieval":[98],"mechanisms":[99],"enable":[101],"seamless":[102],"question-answer":[103],"interactions.":[104],"Built":[105],"on":[106],"Django":[108],"framework,":[109],"system":[111],"provides":[112],"user-friendly":[114],"interface":[115],"scalable":[118],"back-end":[119],"diverse":[121],"educational":[122],"applications.":[123],"Initial":[124],"evaluations":[125],"indicate":[126],"chatbot\u2019s":[128],"high":[129],"accuracy":[130],"relevance":[132],"in":[133],"answering":[134],"queries,":[136],"enhancing":[137],"both":[138],"user":[139,174],"engagement":[140],"accessibility.":[142],"project":[144],"not":[145],"only":[146],"supports":[147],"but":[150],"also":[151],"promotes":[152],"cultural":[154],"heritage":[155],"through":[156],"application":[158],"artificial":[160],"intelligence.":[161],"Future":[162],"developments":[163],"include":[164],"expanding":[165],"dataset,":[167],"incorporating":[168],"multilingual":[169],"capabilities,":[170],"optimizing":[172],"experience,":[175],"further":[176],"establishing":[177],"as":[180],"valuable":[182],"tool":[183],"preserving":[187],"history.":[188]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}