在自由标签系统中,标签之间没有显式的表示出层次关系,但其内在却隐含着某个标签是其他一些标签的子标签这样的层次关系.提出一种简单高效的、基于概率统计的方法,用OWL本体中的类来表示标签,并从中提取出类的层次关系.实验表明,本方法的提取结果在正确率、召回率上完全满足实际需要,算法执行效率高,非常符合信息飞速增长的互联网的需要.
In folksonomy,there is no explicit hierarchy between tags,however there implicitly exists such hierarchical relationship that one tag is a sub-tag of others. This paper presents a simple but remarkably efficient algorithm for deriving hierarchical taxonomy of tags from folksonomy based on statistics,in which tag,in floksonomy,is represented by OWL class. Experiments show that this algorithm has a high recall rate and a great precision in addition to a remarkable efficiency. It fits the need on internet where information grows rapidly.