Text Messages with Emoticons Analysis on Sentiment Tools.

Emoticons have been widely used in virtual communications to represent facial expressions of emotion. It often contains a hidden value when it is used along with text messages. However, not all sentiment tools can measure the sentiment of emojis. This paper investigates how emojis play their roles in text messaging by evaluating the available set of sentiment tools online. Prototype that can analyse the sentiment on text messaging containing emojis is created. The comparison is made on text messaging with emojis with other sentiment analysis tools available online. This study presented the comparison of the results and feedback from responses about the accuracy, consistency, usefulness, satisfaction of the mechanism.