کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
485577 703332 2015 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Sentiment Analysis for Indian Stock Market Prediction Using Sensex and Nifty
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Sentiment Analysis for Indian Stock Market Prediction Using Sensex and Nifty
چکیده انگلیسی

From the last twenty years, the application of Internet based technologies had brought a significant impact on the Indian stock market. Use of the Internet has eliminated the barriers of brokers and geographical location because now investors can buy and sell their shares by accessing the stock market status from anywhere at any time. Before investing money, it is very important for investors to predict the stock market. In today's digital world Internet based technologies such as Cloud Computing, Big Data analytics, and Sentiment analysis have changed the way we do business. Sentiment analysis or opinion mining makes use of text mining, natural language processing (NLP), in order to identify and extract the subjective content by analyzing user's opinion, evaluation, sentiments, attitudes and emotions. In this research work importance of sentiment analysis for stock market indicators such as Sensex and Nifty has been done to predict the price of stock. Finally, we draw conclusions and provide suggestions for future work.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 70, 2015, Pages 85-91