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由于目前各种学科知识体系庞大,当研究者从一种学科转向另一种学科的时候,往往很难准确了解此学科的研究情况或者了解的研究情况有所偏差。本文以数据挖掘中的Apriori关联分析、朴素贝叶斯分类算法和认知心理学的ACT-R模型为理论背景,设计一套能够自动生成学科内关键词之间关系网络的应用系统,以推动研究者能够方便地跨学科研究。
Due to the huge system of knowledge in various disciplines, it is often difficult to accurately understand the research situation of the subject or to understand the research situation when the researcher changes from one discipline to another. In this paper, Apriori correlation analysis in data mining, Naive Bayesian classification algorithm and cognitive psychology ACT-R model as the theoretical background, the design of a set of applications to automatically generate the relationship between keywords within the subject network application system to promote Researchers can easily interdisciplinary research.