In order to improve the performance of chemistry-focused search engines, an automatic text categorization algorithm is proposed based on the distance-weighted k-nearest neighbor algorithm.

• 为了提高化学主题搜索引擎的查询效果,采用距离加权七一近邻分类算法来进行自动分类。