DeepSeek嵌入图书馆知识服务的赋能机制与风险纾解对策

Empowerment Mechanism and Risk Mitigation Strategies of DeepSeek Embedded in Library Knowledge Services

Zhang Xiafei

AbstractIn the context of digital technology reshaping the knowledge ecosystem,the knowledge service model of libraries is undergoing a structural transformation driven by DeepSeek technology. Through the construction of dynamic knowledge networks,the upgrade of multi-modal interaction,and the adaptation of scenario-based services, DeepSeek technology has broken through thephysical boundaries of traditional colections,promoting the shift of knowledge production from static recombination to dynamic emergence.The effciency advantages brought by technological empowerment are accompanied bysystemic risks.Algorithm black-boxing leads tothe dissolutionof knowledge authority,real-time datastreamschallnge thequalitycontrol system,and technological dependence causes the degradation of users’autonomous abilities,exposing the deep conflict between instrumental rationalityand value rationality.Inresponse to these challenges,this paper proposes ahybrid decision-making model tobalance algorithmic efciencyand professonal judgment,a dual-lop filtering system toachievequality protection inan open ecosystem, andacapabilitysymbiosis framework to gradiently integrate intelligent asistance and traditional retrieval,thereby constructing a dynamic balance between technological adaptation and humanistic guardianship.

KeywordsDeepSeek.Knowledge service. Smart library.

0 引言

在数据爆炸与智能革命的双重冲击下，传统图书馆以物理馆藏为中心、以人工编目为依托的知识服务体系，日益显露出资源覆盖有限、服务响应迟滞、用户交互单向等结构性困境。（剩余14346字）