Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4946516 | Knowledge-Based Systems | 2016 | 14 Pages |
Abstract
Experiments with several real-world datasets have been conducted in order to evaluate the accuracy of the bundling model predictions. This paper compares the proposed method with several state-of-the-art methods (collaborative filtering and SVD). It has been found that using bundle recommendation can improve the accuracy of results. Furthermore, the suggested price recommendation model provides a good estimate of the actual price paid by the user and at the same time can increase the firm's income.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Moran Beladev, Lior Rokach, Bracha Shapira,