从数据挖掘到专家挖掘

From Data Mining to Expert Mining

在简要分析传统数据挖掘方法不足的基础上,提出专家挖掘的必然性和重要性。作为一个新的研究领域,首先介绍了专家挖掘的基本概念,接着给出了其过程模型、主要方法与技术,并通过与数据挖掘方法的比较,分析了专家挖掘与数据挖掘互为驱动的知识发现的优势,最后结合案例说明专家挖掘的可行性。

In a brief analysis the disadvantage of traditional data mining, the importance and inevitability of expert mining are pointed out. As a new field of research, fundamental concept of expert mining is introduced at first, then the model of mining process, the main methods and technology are proposed, and through comparison with traditional data mining, we analyze the advantage of mutual driven knowledge discovery by integrating expert mining and data mining. Finally, an example is given to prove the feasibility of expert mining.