A novel scoring method for stroke order based on choquet integral with fuzzy measure
Guey-Shya Chen, Yu-Du Jheng, Hsiang-Chuan Liu, Shih-Yat Chen · 2007
Abstract:- The purpose of this researchis to develop a novel algorithm based on Choquet integral with fuzzy measure for scoring stroke order of Chinese Character writing. The learning of stroke order is very important for a fixed stroke writing character system therefore this research based on the theory of “five indexing system of Chinese characters”and combine the features of strokes develops a computer-based stroke order assessment system to real-time examine learners ’ stroke orderand score their performances. Except traditional additive scoring model, an non-additive scoring approach based on Choquet integral with -measure and L-measure is proposed. A real data set with 65 samples is examined and experiment results show that the performance of scoring model based on Choquet integral with fuzzy measures outperform the performances of traditional scoring methods. Key-Words:- stroke order, computer-based assessment, five indexing systems of Chinese characters,-measure, L-measure, Choquet integral