Classification of Thai Tweets: Mining Treasures from Tweet Heap

This paper describes how to classify Thai language tweets. In this study, we collected experimental data from twitter data which have a specific hashtag. Even if tweet data which have the same hashtags, there are many kinds of tweets: suggesting solutions, emotional tweets, news report, and other tweets. When someone would like to get an inspiration and advice, he may get some advice from tweets which are described suggesting solutions. We conducted some experiments for tweet classification using five machine learning algorithm. The experimental results showed that we can obtain good results. Moreover, we compared the results using tweets written in Thai language and the results using tweets written in Japanese.