A Genetic Algorithm-Based Support Vector Machine Approach for Intelligent Usability Assessment of m-Learning Applications

Table 1

List of selected features for usability concerning its significance.

Attribute	Share	References
Efficiency	37 (70%)	Almarashdeh et al.; Farmanesh et al.; Aydin et al.
Satisfaction	35 (66%)	Wagner et al.; Junus et al.
Effectiveness	31 (58%)	Kipkurui et al., “Evaluating usability of E-Learning systems in universities”
Learnability	24 (45%)	Kipkurui et al., “Evaluating usability of E-Learning systems in universities”
Memorability	12 (23%)	Kumar et al.; Inversini et al.
Errors	9 (17%)	Zaharias
Simplicity	7 (13%)	Hsieh and Koong Lin
Ease of use	7 (9%)	Conley et al.