Research Paper | Computer Science & Engineering | India | Volume 6 Issue 1, January 2017
Analysis of the Stock Movement and Prediction of Price of Gold Silver and Crude Oil
Akshay Kumar
The stock price varies greatly by the action and the emotion of the people involved in it. They are basically interested in profit. The moods of these people are collected from tweets, articles and blogs. The positive and negative moods affect the stock prices. Using Natural Language Processing and Neural Network we will analyze the blogs and tweets and thus investigate the positive and negative moods and sentiments among the investors and purchasers in stock market. By using this code, SentiWordNet which is a lexical resource for opinion mining. Working of SentiWordNet has an extensive data dictionary. NLTK is a leading platform for building Python programs to work with human language data. It provides user friendly interfaces to about 50 corpora and various resources such as WordNet, along with a suite of text processing libraries for distribution, reasoning, analyzing, tagging, parsing, and semantic reasoning. Neural Network- Neural Network in this method is trained on the basis of features extracted from the Sentiment Classifier.
Keywords: NLTK, SentiWordNet, Sentiment Classifier
Edition: Volume 6 Issue 1, January 2017
Pages: 2040 - 2046
How to Cite this Article?
Akshay Kumar, "Analysis of the Stock Movement and Prediction of Price of Gold Silver and Crude Oil", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20164482, Volume 6 Issue 1, January 2017, 2040 - 2046
134 PDF Views | 106 PDF Downloads
Similar Articles with Keyword 'Sentiment Classifier'
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 1389 - 1391Generalized Ranking for Product Aspects using Concept Hierarchies
K. Bharathi, T. Venkata Satya Vivek, G. Radha Krishna
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 1783 - 1786Survey on Product Review Sentiment Analysis with Aspect Ranking
Harsha Patil, P. M. Mane
Research Paper, Computer Science & Engineering, India, Volume 6 Issue 1, January 2017
Pages: 2040 - 2046Analysis of the Stock Movement and Prediction of Price of Gold Silver and Crude Oil
Akshay Kumar
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 9, September 2016
Pages: 749 - 752Product Review Sentiment Analysis with Aspect Ranking
Harsha Patil, P. M. Mane
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 19 - 21A Survey Paper on Twitter Opinion Mining
Geetanjali S. Potdar, Prof R. N. Phursule