BM25F Implementation on Product Search Web E-Commerce (Case Study: Web E-Commerce)

Dewi Khairani,Abdurahman,Luh Kesuma Wardhani,Yusuf Durachman

E-commerce XYZ is one of the e-commerce in Indonesia that has a variety of products sold. In observations made on e-commerce, it was found the problem that an item sought did not appear at the very top of the search results. BM25F is one solution to determine the accuracy of the words sought. BM25F is one of the transformations of the term frequency in the vector space model. This research is an experimental study to test the accuracy of BM25F. The analysis of the test results that the authors did shows that BM25F can be used in searching for web-based e-commerce products. In addition, BM25F has a higher accuracy compared to BM25. The level of accuracy on BM25F is 97.27%, while BM25 is 86.32%.

Volume 12 | Issue 6

Pages: 2636-2642

DOI: 10.5373/JARDCS/V12I6/S20201222