Research Article

Use of Genetic Algorithm for Cohesive Summary Extraction to Assist Reading Difficulties

Table 3

Comparison of various summarization methods based on -measure.

ā€‰ 10%20%30%
ā€‰Lead FCBA GA Lead FCBA GA Lead FCBA GA

Set1 0.31 0.28 0.33 0.41 0.48 0.5 0.42 0.71 0.6
Set2 0.31 0.28 0.33 0.39 0.42 0.6 0.43 0.56 0.66
Set3 0.26 0.5 0.4 0.5 0.66 0.5 0.4 0.83 0.66
Set4 0.25 0.33 0.5 0.44 0.54 0.66 0.56 0.66 0.71
Set5 0.4 0.30 0.5 0.4 0.61 0.57 0.5 0.76 0.62

Avg 0.31 0.34 0.41 0.43 0.54 0.57 0.46 0.70 0.65