Advanced Political Sentiment Filtering From Social Media With Data MiningUsing Data Mining To Filter Political Sentiment From Social Media
Social media is now playing a vital role in influencing people’s sentiment in favor or against a government or an organization. Therefore, to understand the sentiment of any posting in social media, an efficient method is an ultimate necessity. We have analyzed some Facebook postings to understand political sentiments. In any politically motivated posting there are some dominant keywords.
At first, we have prepared a dictionary consisting of unique words collected from political or non political posts or comments and then trained using Naïve Bayes algorithm based on probability theory. To identify the sentiment expressed in a new post or comment, we have extracted each word of the posting and then matched those with the dictionary words for classification.
Sentiment Analysis, Machine Learning, Data Mining, Big Data, Election
Rs. 12,500/- ONLY