目的 构建《养猪与猪病防控》课程的知识关联网络，为种猪繁育、健康养殖、生物安全、疫病防控等关键环节提供智能化支持，培养学生能综合运用所学知识解决养猪生产中的问题，提高养殖效益的高素质技术技能人才。 方法 应用知识图谱技术，将价值塑造、知识传授和能力培养三者融为一体，构建“双导师、双层级、四环节、四元化”考核评价体系，在学堂在线平台建立《养猪与猪病防控》课程数字化学习资源。 结果 创新了畜牧兽医专业一流核心课程线上线下混合式教学模式，形成了个性化培养方案，取得了丰硕的教学成果，为兄弟院校和养猪企业提供了一个很好的资源平台和创新范例。 结论 采用知识图谱的教学策略有效提升了课程教学质量和学生的创新能力。

Objectives A knowledge associated network for the course of "Pig Farming and Prevention and Control of Pig Diseases" was constructed to provide intelligent support for key links including pig breeding, healthy farming, biosafety, prevention and control of diseases and to train technical and skilled talents with high-quality who can comprehensively apply their learned knowledge to solve problems in the production of pig farming and improve the efficiency of farming. Methods The knowledge map was used to integrate the value shaping, knowledge teaching, and ability training into a comprehensive system of assessment and evaluation that includes "dual mentors, dual levels, four links, and four elements". The digital learning resources for the course of "Pig Farming and Prevention and Control of Pig Diseases" were established on the online platform of Xuetang. Results The blended online and offline teaching mode of first-class core course in animal husbandry and veterinary medicine major was innovated. A personalized training program was developed. The fruitful teaching results were achieved. It provide a good resource platform and innovative examples for sister colleges and enterprises of pig farming. Conclusions The use of knowledge map as a teaching strategy can effectively improve the quality of course teaching and the innovation ability of students.