{"id":"https://openalex.org/W4409917111","doi":"https://doi.org/10.1109/access.2025.3565359","title":"An Interactive Framework for Personalized Navigation Based on Metacosmic Cultural Tourism and Large Model Fine-Tuning","display_name":"An Interactive Framework for Personalized Navigation Based on Metacosmic Cultural Tourism and Large Model Fine-Tuning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409917111","doi":"https://doi.org/10.1109/access.2025.3565359"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3565359","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3565359","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.2025.3565359","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015030423","display_name":"Hang Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Guo","raw_affiliation_strings":["School of Computer Technology and Application, Qinghai University, Xining, China"],"raw_orcid":"https://orcid.org/0009-0001-4697-0737","affiliations":[{"raw_affiliation_string":"School of Computer Technology and Application, Qinghai University, Xining, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhiqiang Liu","orcid":"https://orcid.org/0000-0002-4381-3875"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Liu","raw_affiliation_strings":["School of Computer Technology and Application, Qinghai University, Xining, China"],"raw_orcid":"https://orcid.org/0000-0002-4381-3875","affiliations":[{"raw_affiliation_string":"School of Computer Technology and Application, Qinghai University, Xining, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019508959","display_name":"Chuanqian Tang","orcid":"https://orcid.org/0009-0003-2957-3005"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanqian Tang","raw_affiliation_strings":["School of Computer Technology and Application, Qinghai University, Xining, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Technology and Application, Qinghai University, Xining, China","institution_ids":["https://openalex.org/I116265982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111242985","display_name":"Xiaodan Zhang","orcid":"https://orcid.org/0000-0002-4475-8011"},"institutions":[{"id":"https://openalex.org/I116265982","display_name":"Qinghai University","ror":"https://ror.org/05h33bt13","country_code":"CN","type":"education","lineage":["https://openalex.org/I116265982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodan Zhang","raw_affiliation_strings":["School of Computer Technology and Application, Qinghai University, Xining, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Technology and Application, Qinghai University, Xining, China","institution_ids":["https://openalex.org/I116265982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I116265982"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.2826,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91912937,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"81450","last_page":"81461"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.546999990940094,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.546999990940094,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.6722841858863831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6585208177566528},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44749778509140015},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33536338806152344}],"concepts":[{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.6722841858863831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6585208177566528},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44749778509140015},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33536338806152344},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3565359","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3565359","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:ca510c3f5cb74393ba7aad6986dfcca3","is_oa":true,"landing_page_url":"https://doaj.org/article/ca510c3f5cb74393ba7aad6986dfcca3","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 81450-81461 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3565359","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3565359","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/8","display_name":"Decent work and economic growth","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G1795555171","display_name":null,"funder_award_id":"2024-GX-A3","funder_id":"https://openalex.org/F4320336601","funder_display_name":"Major Science and Technology Projects in Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320336601","display_name":"Major Science and Technology Projects in Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2807201812","https://openalex.org/W2944743787","https://openalex.org/W2945730450","https://openalex.org/W2952226023","https://openalex.org/W2990436242","https://openalex.org/W3031399082","https://openalex.org/W3107252453","https://openalex.org/W3109501927","https://openalex.org/W3131472543","https://openalex.org/W3144875795","https://openalex.org/W3157029347","https://openalex.org/W3167384478","https://openalex.org/W3186212333","https://openalex.org/W3195163918","https://openalex.org/W4294647197","https://openalex.org/W4297792618","https://openalex.org/W4383812952","https://openalex.org/W4385287322","https://openalex.org/W4385582454","https://openalex.org/W4387412817","https://openalex.org/W4396833186","https://openalex.org/W6777615688","https://openalex.org/W6839807890","https://openalex.org/W6853251322"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2391061603","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2386798499","https://openalex.org/W2376932109"],"abstract_inverted_index":{"With":[0],"the":[1,10,17,28,56,103,121,133,140,145,155,168,193,199,223,231,239,254,260,266],"wide":[2],"application":[3],"of":[4,13,23,58,94,144,159,195,227,241,259],"Large":[5],"Language":[6],"models":[7],"(LLMs)":[8],"and":[9,20,46,87,111,128,142,170,176,182,197,206,218,225,243,256],"rapid":[11],"growth":[12],"metaverse":[14],"tourism":[15,68,269],"demand,":[16],"digital":[18,33,59,157,187],"tour":[19],"personalized":[21,72,175,232],"interaction":[22,152,196],"historical":[24,95,122,181],"sites":[25],"have":[26],"become":[27],"key":[29],"to":[30,83,115,120,165,263,265],"improving":[31,203,253],"users\u2019":[32],"travel":[34],"experience.":[35],"Creating":[36],"an":[37,101],"environment":[38,172],"where":[39],"users":[40,162],"can":[41],"access":[42],"rich":[43],"cultural":[44,60,183],"information":[45,69,118,184,207],"enjoy":[47],"personalized,":[48],"immersive":[49],"experiences":[50],"is":[51],"a":[52,67,85,174],"crucial":[53],"issue":[54],"in":[55,154,173,216],"field":[57],"travel.":[61],"To":[62],"this":[63],"end,":[64],"we":[65],"propose":[66],"multimodal":[70,219],"generation":[71,109],"question-answering":[73,217],"interactive":[74],"framework":[75,104],"TIGMI":[76,214,242],"based":[77],"on":[78,251],"LLM":[79],"fine-tuning,":[80],"which":[81],"aims":[82],"provide":[84],"richer":[86],"more":[88],"in-depth":[89],"experience":[90],"for":[91],"virtual":[92,233],"Tours":[93],"monuments.":[96],"Taking":[97],"Qutan":[98,160],"Temple":[99],"as":[100],"example,":[102],"combines":[105],"LLM,":[106],"retrieval":[107],"augmented":[108],"(RAG),":[110],"auto-prompting":[112],"engineering":[113],"techniques":[114],"retrieve":[116],"accurate":[117],"related":[119],"monument":[123],"from":[124],"external":[125],"knowledge":[126],"bases":[127],"seamlessly":[129],"integrates":[130],"it":[131],"into":[132],"generated":[134,146,261],"content.":[135],"This":[136,189],"integration":[137,190],"mechanism":[138,153],"ensures":[139],"accuracy":[141,255],"relevance":[143],"answers.":[147],"Through":[148],"TIGMI\u2019s":[149],"LLM-driven":[150],"command":[151],"3D":[156],"scene":[158,171],"Temple,":[161],"are":[163],"able":[164],"interact":[166],"with":[167,185],"building":[169],"real-time":[177],"manner,":[178],"successfully":[179],"integrating":[180],"modern":[186],"technology.":[188],"significantly":[191,221],"enhances":[192],"naturalness":[194],"personalizes":[198],"user":[200,204,257],"experience,":[201],"thereby":[202],"immersion":[205],"acquisition":[208],"efficiency.":[209],"Evaluation":[210],"results":[211],"show":[212],"that":[213],"excels":[215],"interactions,":[220],"enhancing":[222],"depth":[224],"breadth":[226],"services":[228],"provided":[229],"by":[230,237],"tour.":[234],"We":[235],"conclude":[236],"addressing":[238],"limitations":[240],"briefly":[244],"discuss":[245],"how":[246],"future":[247],"research":[248],"will":[249],"focus":[250],"further":[252],"satisfaction":[258],"content":[262],"adapt":[264],"dynamically":[267],"changing":[268],"environment.":[270]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
