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Comprehensive study on Opinion Mining for User Reviews for Mobile App Comparisons

Journal: International Journal of Computer Techniques (Vol.4, No. 6)

Publication Date:

Authors : ;

Page : 119-130

Keywords : Sentiment Analysis; Reviews; German; App Reviews; Opinion Mining;

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Abstract

Existing approaches for opinion mining for the most part center around re-sees from Amazon, space particular audit sites or online networking. Little efforts have been spent on fine-grained analysis of opinions in audit texts from portable advanced cell applications. In this paper, we propose a perspective and subjective expression extraction demonstrate for German reviews from the Google Play store. We break down the effect of deferent highlights, including space particular word embeddings. Our best model design demonstrates a performance of 0.63 F1 for viewpoints and 0.62 F1 for subjective expressions. Further, we perform cross-area analyzes: A model prepared on Amazon reviews and tried on app reviews accomplishes bring down performance (drop by 27 rate focuses for angles and 15 rate focuses for subjective expressions). The outcomes demonstrate that there are solid deference's in the way closelyheld convictions on item angles are communicated in the specific spaces.

Last modified: 2018-05-19 14:09:33