Exploiting Semantic Annotations and -Learning for Constructing an Efficient Hierarchy/Graph Texts Organization

Table 8

The results of graph-based approach compared to term-based and concept-based approach using -means and the HAC clustering algorithms.

Datasets	Algorithm	Term-based	Concept-based	Graph-based
		FC	FC	FC
Reuters-21578	HAC	73%	85.7%	90.2%
	-means	51%	84.6%	91.8%
20 Newsgroups	HAC	53%	82%	89%
	-means	48%	79.3%	87%