Browsing by Author "Anupong Sukprasert"
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Item A correlation analysis between sentimental comment and numerical response in students' feedback(Asian Research Publishing Network, 2015) Phuripoj Kaewyong; Anupong Sukprasert; Naomie Salim; Fatin Aliah Phang; P. Kaewyong; Information Technology Department, Suan Dusit University, Thailand; email: phuripoj@yahoo.comThis paper aims to study a qualitative measuring of students' comments using sentiment analysis to teacher evaluation and investigate its qualitative analysis. A small dataset of students' feedbacks was collected from the public website and was utilized in the experimental. We performed the lexicon based sentiment analysis to identify sentiment word and determine overall sentiment polarity of students' comment into positive and negative classes based on Opinion Lexicon automatically. A comparison between overall sentiment scores and numerical response scores of teacher evaluation aspects were evaluated and plotted into graphs in order to compare the relationship between each pair of two variables. Especially, we applied the statistical techniques using Pearson's correlation and Spearman's rank to confirm these visual correlation results. The experimental results suggested that there is a significant correlation between overall sentiment scores from its qualitative analysis and numerical response scores of teacher evaluation aspects. Based on this, it might be possible to convert from qualitative to quantitative type of teacher evaluation by performing lexicon based sentiment analysis.