Author : Abhiseha J 1
Date of Publication :31st December 2017
Abstract: Opinion mining is a type of natural language processing for tracking the mood of the public about a particular product. Opinion mining is also called sentiment analysis that involves building a system to collect and categorize opinions about a product. Opinion mining can be used in several ways such as marketers in success of an ad campaign, new product launch, determine which versions of a product is popular, etc., The main idea of the project is to segregate the reviews as positive, negative and neutral and to give a clear idea about the product to the immigrants of France. The products are criticized and depicted as reviews in C discount, a French website. These reviews are categorized as positive, negative and neutral. But the main disadvantage is these reviews are only in the French language. Thus reviews of other language are analyzed using machine learning techniques and translated into English for easy understanding of immigrants.
Reference :
-
- NecmiyeGenc-Nayebi, Alain Abran, “A Systematic Literature Review: Opinion Mining Studies from Mobile App Store User Reviews”, S0164-1212(16)30229-1.
- Nikos Tsirakis, VasilisPoulopoulos, PanagiotisTsantilas, IraklisVarlamis, “Large scale opinion mining for social, news and blog data”, 0164-1212/ 2016 Elsevier Inc
- Pankaj Gupta, Ritu Tiwari and Nirmal Robert , “Sentiment Analysis and Text Summarization of Online Reviews: A Survey” ,Proceedings of International Conference on Communication and Signal Processing, pages 0241-0247, April 6-8, 2016, India.
- RatabGulla, Umar Shoaiba, SabaRasheedb, WashmaAbidb,BeenishZahoorb, “Pre Processing of Twitter’s Data for Opinion Mining in Political Context”, 1877-0509/ 2016 Elsevier B.V.
- Roshan Fernandes, and Rio D’Souza, “Analysis of Product Twitter Data though Opinion Mining”, St. Joseph Engineering College Vamanjoor, India , 2016.
- R. Piryani, D. Madhavi, V.K. Singh, “Analytical mapping of opinion mining and sentiment analysis research during 2000–2015”, 0306-4573/ 2016 Elsevier Ltd.
- Shiliang Sun, Chen Luo, Junyu Chen, “A Review of Natural Language Processing Techniques for Opinion Mining Systems”, S1566-2535(16)30111-7.
- Shweta Rana and Archana Singh , “Comparative Analysis of Sentiment Orientation Using SVM and Naïve Bayes Techniques”, ASET-IT, Amity University Uttar Pradesh , Proceedings of 2nd International Conference on Next Generation Computing Technologies (NGCT2016) , pages 106-112 , Dehradun, 2016.