Artificial Intelligence and Data Science in Recommendation System: Current Trends, Technologies and Applications

Sentiment Analysis for Movie Reviews

Author(s): Balajee Maram*, Suneetha Merugula and Santhosh Kumar Balan

Pp: 151-164 (14)

DOI: 10.2174/9789815136746123010010

* (Excluding Mailing and Handling)

Abstract

The viewpoint, together with a feeling examination, helps in distinguishing the perspective and characterizing the survey as good, nonpartisan, or negative. The angle-based conclusion investigation incorporates pre-processing of surveys, extremity figuring, and distinguishing the perspective and execution assessment. Primary assets of constant assessment, Twitter, messages, and other interpersonal organizations have captivated the significant interests of the exploration business and network. Wistful analysis (supposition mining) of brief, casual writings via web-based media sums up feelings as good, unbiased, or negative expressions of the sentiment holder. We will utilize a viewpoint-based estimation examination by using profound learning calculations. This methodology receives language preparation procedures, rules, and dictionaries to address a few opinion examination difficulties and produce summed results. By utilizing deep learning, we can yield more exactness than Artificial Intelligence (AI) calculations.


Keywords: Comparative opinion mining, Sentiment analysis, Accuracy, Deep learning, Reviews.

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