EMOTICON PROGNOSIS USING MACHINE LEARNING
| Author(s) | : | Nirosha.C, Dr. S.Harihara Gopalan, Priyadharshini.R, Vidhya.J |
| Institution | : | Sri Ramakrishna Engineering College, Coimbatore |
| Published In | : | Vol. 5, Issue 3 — March 2018 |
| Page No. | : | 1608-1611 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
Emojis are ideograms which are naturally combined with plain text to visually complement or condense themeaning of a message. It is an essential component in dialogues which has been broadly utilized on almost all socialplatforms. It could express more delicate feelings beyond plain texts and thus smooth the communications between users,making dialogue systems more anthropomorphic and vivid. In this paper, we investigate the relation between words andemojis, studying the novel task of predicting which emojis are evoked by text-based messages. We frame thisinvestigation as a multi class text-classification problem. Some machine learning algorithms are used to train the modelwith the help of trained dataset. Experimental results demonstrate that our method achieves the best performances on allevaluation metrics. We conclude the paper by proposing future works in this area.
Nirosha.C, Dr. S.Harihara Gopalan, Priyadharshini.R, Vidhya.J, “EMOTICON PROGNOSIS USING MACHINE LEARNING”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 5, Issue 3, pp. 1608-1611, March 2018.
