{"id":"https://openalex.org/W7224349264","doi":"https://doi.org/10.3390/su182111021","title":"Museum-Grounded Generative-AI Guide Affordances and Heritage Stewardship Intention: Evidence from Jinghui","display_name":"Museum-Grounded Generative-AI Guide Affordances and Heritage Stewardship Intention: Evidence from Jinghui","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7224349264","doi":"https://doi.org/10.3390/su182111021"},"language":"en","primary_location":{"id":"doi:10.3390/su182111021","doi":"https://doi.org/10.3390/su182111021","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su182111021","pdf_url":null,"source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/su182111021","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113009263","display_name":"Qi Wu","orcid":"https://orcid.org/0009-0006-4141-0964","observed_orcids":["https://orcid.org/0009-0006-4141-0964"]},"institutions":[{"id":"https://openalex.org/I51622183","display_name":"Shaanxi University of Science and Technology","ror":"https://ror.org/034t3zs45","country_code":"CN","type":"education","lineage":["https://openalex.org/I51622183"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wu","raw_affiliation_strings":["School of Design and Art, Shaanxi University of Science & Technology, Xi\u2019an 710021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design and Art, Shaanxi University of Science & Technology, Xi\u2019an 710021, China","institution_ids":["https://openalex.org/I51622183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047176124","display_name":"Qinchuan Zhan","orcid":"https://orcid.org/0000-0002-5845-5839","observed_orcids":["https://orcid.org/0000-0002-5845-5839"]},"institutions":[{"id":"https://openalex.org/I51622183","display_name":"Shaanxi University of Science and Technology","ror":"https://ror.org/034t3zs45","country_code":"CN","type":"education","lineage":["https://openalex.org/I51622183"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinchuan Zhan","raw_affiliation_strings":["School of Design and Art, Shaanxi University of Science & Technology, Xi\u2019an 710021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design and Art, Shaanxi University of Science & Technology, Xi\u2019an 710021, China","institution_ids":["https://openalex.org/I51622183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160143948","display_name":"Yang Zhao","orcid":"https://orcid.org/0009-0002-0142-3171","observed_orcids":["https://orcid.org/0009-0002-0142-3171"]},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Zhao","raw_affiliation_strings":["School of Art and Design, Zhengzhou University of Light Industry, Zhengzhou 450003, China"],"raw_orcid":"https://orcid.org/0009-0002-0142-3171","affiliations":[{"raw_affiliation_string":"School of Art and Design, Zhengzhou University of Light Industry, Zhengzhou 450003, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002790272","display_name":"Mingxi Shi","orcid":"https://orcid.org/0009-0007-7227-9134","observed_orcids":["https://orcid.org/0009-0007-7227-9134","https://orcid.org/0009-0003-8557-9620"]},"institutions":[{"id":"https://openalex.org/I120379545","display_name":"Inner Mongolia Agricultural University","ror":"https://ror.org/015d0jq83","country_code":"CN","type":"education","lineage":["https://openalex.org/I120379545"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxi Shi","raw_affiliation_strings":["College of Materials Science and Art Design, Inner Mongolia Agricultural University, Hohhot 010018, China"],"raw_orcid":"https://orcid.org/0009-0007-7227-9134","affiliations":[{"raw_affiliation_string":"College of Materials Science and Art Design, Inner Mongolia Agricultural University, Hohhot 010018, China","institution_ids":["https://openalex.org/I120379545"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5160143948"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2896},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2896},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95303165,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"21","first_page":"11021","last_page":"11021"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11462","display_name":"Museums and Cultural Heritage","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/1209","display_name":"Museology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11462","display_name":"Museums and Cultural Heritage","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/1209","display_name":"Museology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.00930000003427267,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11846","display_name":"Cultural Heritage Management and Preservation","score":0.006399999838322401,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology (arts and humanities)"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heritage-interpretation","display_name":"heritage interpretation","score":0.7379999756813049},{"id":"https://openalex.org/keywords/stimulus-organism-response-model","display_name":"stimulus-organism-response model","score":0.7350000143051147},{"id":"https://openalex.org/keywords/flow-experience","display_name":"flow experience","score":0.5910000205039978},{"id":"https://openalex.org/keywords/epistemic-transparency","display_name":"epistemic transparency","score":0.8690000176429749},{"id":"https://openalex.org/keywords/cultural-authenticity","display_name":"cultural authenticity","score":0.9330000281333923}],"concepts":[{"id":"https://openalex.org/C2777950569","wikidata":"https://www.wikidata.org/wiki/Q17021836","display_name":"Stewardship (theology)","level":3,"score":0.7942000031471252},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.7142999768257141},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.6089000105857849},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.578000009059906},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.51419997215271},{"id":"https://openalex.org/C48947383","wikidata":"https://www.wikidata.org/wiki/Q830719","display_name":"Visitor pattern","level":2,"score":0.477400004863739},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4697999954223633},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.45179998874664307},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.42910000681877136},{"id":"https://openalex.org/C2781188222","wikidata":"https://www.wikidata.org/wiki/Q929651","display_name":"Grassroots","level":3,"score":0.3968999981880188},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.39579999446868896},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.37709999084472656},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3752000033855438},{"id":"https://openalex.org/C2780751207","wikidata":"https://www.wikidata.org/wiki/Q5381363","display_name":"Environmental stewardship","level":2,"score":0.36329999566078186},{"id":"https://openalex.org/C2777976496","wikidata":"https://www.wikidata.org/wiki/Q541936","display_name":"Public participation","level":2,"score":0.3598000109195709},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3497999906539917},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.32100000977516174},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2928999960422516},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.29030001163482666},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.29019999504089355},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C140988679","wikidata":"https://www.wikidata.org/wiki/Q7140444","display_name":"Participatory action research","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/su182111021","doi":"https://doi.org/10.3390/su182111021","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su182111021","pdf_url":null,"source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/su182111021","doi":"https://doi.org/10.3390/su182111021","is_oa":true,"landing_page_url":"https://doi.org/10.3390/su182111021","pdf_url":null,"source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320325627","display_name":"Education Department of Shaanxi Province","ror":"https://ror.org/00jb7xy46"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W151790077","https://openalex.org/W320929745","https://openalex.org/W2000540810","https://openalex.org/W2000992716","https://openalex.org/W2014061012","https://openalex.org/W2060957488","https://openalex.org/W2101870300","https://openalex.org/W2115040353","https://openalex.org/W2121107665","https://openalex.org/W2122517769","https://openalex.org/W2154384880","https://openalex.org/W2157575844","https://openalex.org/W2158296862","https://openalex.org/W2169053895","https://openalex.org/W2754948977","https://openalex.org/W2782786068","https://openalex.org/W2801702920","https://openalex.org/W2806085960","https://openalex.org/W2888229340","https://openalex.org/W2921532362","https://openalex.org/W2952136242","https://openalex.org/W2980513084","https://openalex.org/W3093033010","https://openalex.org/W3175531089","https://openalex.org/W3209820824","https://openalex.org/W4200218924","https://openalex.org/W4211248349","https://openalex.org/W4281717362","https://openalex.org/W4281875517","https://openalex.org/W4285809260","https://openalex.org/W4381704892","https://openalex.org/W4383376439","https://openalex.org/W4388817857","https://openalex.org/W4393965009","https://openalex.org/W4394866229","https://openalex.org/W4401710501","https://openalex.org/W4402703684","https://openalex.org/W4402841032","https://openalex.org/W4403790750","https://openalex.org/W4407793047","https://openalex.org/W4410454433","https://openalex.org/W4410455373","https://openalex.org/W4411609577","https://openalex.org/W4412746691","https://openalex.org/W4415122703","https://openalex.org/W4416222812","https://openalex.org/W4416384933","https://openalex.org/W4416720319","https://openalex.org/W4416957100","https://openalex.org/W7123342451","https://openalex.org/W7124799168","https://openalex.org/W7124979493","https://openalex.org/W7134048564","https://openalex.org/W7134939513","https://openalex.org/W7139945969","https://openalex.org/W7154562262","https://openalex.org/W7165747327"],"related_works":["https://openalex.org/W7171850750","https://openalex.org/W4416720319","https://openalex.org/W7169721335","https://openalex.org/W7153774774","https://openalex.org/W7117686981","https://openalex.org/W7168355772","https://openalex.org/W7167346229","https://openalex.org/W7217887742","https://openalex.org/W7125428731","https://openalex.org/W7154793969"],"abstract_inverted_index":{"Museum-grounded":[0],"generative-AI":[1],"guides":[2],"can":[3],"extend":[4],"heritage":[5,230],"interpretation":[6],"from":[7,83],"information":[8],"delivery":[9],"to":[10,22,44,70,201],"a":[11,101,186],"participatory":[12,67],"encounter":[13],"that":[14,185,222],"connects":[15,223],"what":[16],"visitors":[17],"understand,":[18],"experience,":[19],"and":[20,66,77,106,134,142,146,169,204],"intend":[21],"protect.":[23],"Existing":[24],"research,":[25],"however,":[26],"rarely":[27],"distinguishes":[28],"whether":[29],"system":[30,199],"affordances":[31,68],"are":[32,137],"associated":[33],"with":[34,180,226],"desirable":[35],"outcomes,":[36],"predictively":[37],"important,":[38],"or":[39],"necessary":[40],"for":[41,118,130,140,151,213],"those":[42],"outcomes":[43],"reach":[45],"high":[46],"levels.":[47],"Drawing":[48],"on":[49],"the":[50,125],"stimulus\u2013organism\u2013response":[51],"framework,":[52],"this":[53,207],"study":[54,208],"develops":[55],"an":[56,210],"integrated":[57],"model":[58],"of":[59,177],"how":[60],"dialogic,":[61],"epistemic,":[62],"social,":[63],"cultural,":[64],"adaptive,":[65],"relate":[69],"perceived":[71,119,143],"heritage-value":[72],"enhancement,":[73],"flow,":[74],"stewardship":[75,79,152,205],"self-efficacy,":[76],"pro-heritage":[78],"intention.":[80,153],"Post-interaction":[81],"evidence":[82,150],"adults":[84],"reporting":[85],"prior":[86],"Jinghui":[87],"use":[88],"was":[89],"examined":[90],"through":[91],"partial":[92],"least":[93],"squares":[94],"structural":[95],"equation":[96],"modeling,":[97],"artificial":[98],"neural":[99],"networks,":[100],"matched":[102],"Basis-KAN":[103],"predictive":[104,194],"benchmark,":[105],"necessary-condition":[107],"analysis.":[108],"The":[109,154],"findings":[110],"identify":[111],"outcome-specific":[112],"profiles:":[113],"responsive":[114],"dialog":[115],"is":[116,158],"prominent":[117],"value":[120,144],"enhancement;":[121],"visitor":[122],"agency":[123],"has":[124],"highest":[126],"mean":[127],"ANN":[128,170],"importance":[129,179],"flow;":[131],"epistemic":[132],"transparency":[133],"cultural":[135,224],"authenticity":[136],"closely":[138],"ranked":[139],"self-efficacy;":[141],"enhancement":[145],"flow":[147],"retain":[148],"necessity":[149],"direct":[155],"value-enhancement\u2013self-efficacy":[156],"path":[157],"unsupported.":[159],"Close":[160],"coefficient":[161],"differences":[162],"do":[163],"not":[164,190],"establish":[165],"superior":[166],"design":[167,200],"features,":[168],"ranks":[171],"vary":[172],"across":[173],"fitted":[174],"runs.":[175],"Comparison":[176],"nonlinear":[178],"held-out":[181],"prediction":[182],"further":[183],"shows":[184],"flexible":[187],"representation":[188],"does":[189],"automatically":[191],"yield":[192],"stronger":[193],"performance.":[195],"By":[196],"linking":[197],"accountable":[198],"visitors\u2019":[202],"meaning-making":[203],"motivation,":[206],"provides":[209],"evidence-informed":[211],"foundation":[212],"designing":[214],"museum":[215],"generative":[216],"AI":[217],"as":[218],"public":[219],"interpretive":[220],"infrastructure":[221],"accountability":[225],"informed":[227],"participation":[228],"in":[229],"stewardship.":[231]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-30T00:00:00"}
