Survey of Classification Techniques for chat message classification
| Author(s) | : | Himanshu Kulkarni, Siddharth Bhamare, Prasad Khanapure, Akshay Agrawal, Mrs.V.L.Kolhe |
| Institution | : | Department of Computer Engineering, D.Y.Patil College of Engineering, SPPU, Pune. |
| Published In | : | Vol. 4, Issue 3 — March 2017 |
| Page No. | : | 613-616 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
The Internet has fundamentally changed the way of communicating. Instant messaging is kind of online chatthat offers real time transmission over the Internet. Short messages are typically transmitted bi-directionally betweenusers, when each user chooses to complete a message and select "send". With increase in the use of smartphones, IM haschanged the trend from traditional communication to smart communication. The large amount of data shared betweenusers leads to the need of analysis and classification of the data. Analysis of IM transcripts can play important role insurveying and knowing the trends, social interests and needs of users. Classification helps in connecting and groupingpeople from similar social interests. Text classification scenario for such application will be- Multiple class classificationlike selecting one category among several alternatives. Classification techniques like Naive Bayes,Support VectorMachine, and Decision Tree can be used for text classification.
Himanshu Kulkarni, Siddharth Bhamare, Prasad Khanapure, Akshay Agrawal, Mrs.V.L.Kolhe, “Survey of Classification Techniques for chat message classification”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 4, Issue 3, pp. 613-616, March 2017.
