IEEE Conference Publication

Sentiment Analysis of Bangla Microblogs using Adaptive Neuro Fuzzy System

IEEExlpore · 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery

Abstract

Sentiment Analysis - also called Opinion Mining is the process that collects opinions through text forms to determine if the opinion being expressed is positive, negative, neutral etc. Our research has been done on Bangla Sentiment Analysis. There are few achievements in this field for Bangla. We put together our paper in the context of Fuzzy Sentiment Analysis. The semantic relations and various grammatical structures of these text forms increased the difficulty of determining the polarity of sentences. In this paper, we have used Adaptive Neuro-Fuzzy Inference System to predict the polarity of Bangla tweets and used fuzzy rules to represent semantic rules that are simple but greatly influence the actual polarity of the sentences.

DOI: 10.1109/FSKD.2017.8393010

Authors:

  1. Md. Asimuzzaman
  2. Pinku Deb Nath
  3. Farah Hossain
  4. Asif Hossain
  5. Rashedur M. Rahman
Sentiment analysis of bangla microblogs using adaptive neuro fuzzy system
Sentiment Analysis — also called Opinion Mining is the process that collects opinions through text forms to determine if the opinion being expressed is positive, negative, neutral etc. Our research has been done on Bangla Sentiment Analysis. There are few achievements in this field for Bangla. We pu…
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