Insights Procured From the Recommendation System Based On User Reviews
Main Article Content
Abstract
With the dawn of the 21st century we saw an unprecedented influx of data. It is only in the past decade that our
processing capabilities have caught up to being able to utilize the huge amount of data with several algorithms to be
useful. Product reviews and ratings are popular tools to support buying decisions of consumers. These tools are also
valuable for online retailers, who use rating systems in order to build trust and reputation in e- commerce. Many
online shops offer quantitative ratings, textual reviews or a combination of both. The number of reviews on Amazon
has grown significantly over the years. Customers who made purchases on Amazon provide reviews by rating the
product from 1 to 5 stars and sharing a text summary of their experience and opinions of the product. This research
aims to provide statistical insights into Amazon product reviews, examine their helpfulness in recommending
products, and suggest a new way to predict the helpfulness score of the user reviews
Downloads
Metrics
Article Details
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.
