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

Table 6

The results of the C-SynD algorithm based on the MFsSR compared to the PMI and ICA for detecting the closest synonym.

Datasets	PMI			ICA			C-SynD
	Precision	Recall	-measure	Precision	Recall	-measure	Precision	Recall	-measure
SN	60.6%	60.6%	0.61%	79.5%	71.6%	75.3%	85%	80%	82%
BNC	74.5%	67.9%	71%	76%	67.8%	72%	82%	71.9%	77%