AI-Empowered Intelligentization Construction of Museums:
Li Yuan
Abstract：This study takes Xizang Museum of Natural Science as the typical research object.From the perspective of intelligentization construction,it has systematically analyzed the architectural logic,technical paths and applica-tion effect of intelligent guide system in mainstream museums in inland China.Considering the unique cultural ecol-ogy and geographical environment in Xizang,the study has innovatively constructed a research and development scheme of an intelligent guide system integrating multi-modal technologies such as computer vision(CV),natural language processing(NLP)and knowledge graph(KG).Compared with the common limitations of existing domestic system:(1)weak support for ethnic minority languages;(2)insufficient stability of hardware equipment and net-works in high-altitude environment;(3)lack of identification mechanisms for sensitive content in religious relics and exhibits.In response to the limitations,this study has optimized the system through breakthroughs in core tech-nologies applied in intelligent guides:(1)expanding Tibetan language corpus and developing a Tibetan-Chinese bi-lingual NLP engine;(2)adopting a plateau-specific hardware architecture,enabling equipment to operate stably at an altitude of 5,000 m through low-temperature tolerance transformation and network optimization;(3)introducing a multi-layer cultural protection mechanism,including an automatic filtering system for religiously and politically sensitive content based on KG and a manual review process for sensitive content involving local experts in the muse-um industry.This system has broad application prospects,which would address pain points such as low audience participation,low operational efficiency and limited dissemination in Xizang Museum of Natural Science and other local museums in Xizang,achieve high-quality empowerment for their intelligentization construction,facilitate an innovative breakthrough"from zero to one",and provide a replicable technical paradigm for the intelligentization construction of museums in ethnic minority regions.
Keywords：Intelligentization constructionIntelligent guideArtificial intelligenceXizang Museum of Natural Sci-enceKnowledge graphNatural language processing
Publication Date：2025-08-30
Online Publishing Date：2025-09-22(First online date of this platform, not the publication date of the document)
Pages：9( 72-80 )