情报科学 ›› 2021, Vol. 39 ›› Issue (9): 162-169.

• 博士论坛 • 上一篇    下一篇

主题—知识关联的网络文物信息资源知识推荐方法研究 

  

  • 出版日期:2021-09-01 发布日期:2021-10-21

  • Online:2021-09-01 Published:2021-10-21

摘要: 【目的/意义】如何将网络文物信息资源中不同的知识提炼后推荐给有关用户,是文物信息资源开发与利用
过程中的关键问题。【方法
/过程】通过主题-知识关联模型构建文物知识网络并识别网络中文物信息资源文本中的
主题词,而后根据知识及主题词的重要性对耦合后的知识进行重要性排序,按照知识与主题的关联程度实现文物
信息资源的知识推荐。【结果
/结论】在实验中实现了不同网络文物信息资源的知识推荐,对比了不同数量主题词下
知识发现的效果,发现该方法在学术型文物信息资源的知识发现与推荐中效果较好。【创新
/局限】利用知识库与信
息资源内容构建知识网络,通过计算网络节点的重要性进行知识推荐,为文物信息资源的利用提供了新的方法。
但受制于知识库知识储备的影响,可能无法挖掘信息资源的知识全貌。

Abstract: Purpose/significanceHow to extract different knowledge from cultural relics information resources and recommend it to relevant users is a key problem in the development and utilization of cultural relics information resources.Method/processBuild the knowledge network of cultural relics and identify the subject words in the text of cultural relics information resources through the sub⁃ject knowledge association model, and then rank the coupled knowledge according to the importance of knowledge and subject words to realize the knowledge recommendation of cultural relics information resources.Result/conclusionKnowledge recommendation of different cultural relic information resources was realized in the experiment, and the effect of knowledge discovery under different num⁃ber of subject words was compared.Innovation/limitationUsing the knowledge base and information resources to construct knowl⁃edge networks and recommend knowledge by calculating the importance of network nodes provides a new method for the utilization of cultural relics information resources. However, it may not be able to tap the full knowledge of information resources due to the limita⁃tion of knowledge base.