التفاصيل البيبلوغرافية
| العنوان: |
Book recommendation system using TF-IDF and cosine similarity. |
| المؤلفون: |
Reswara, Christopher Gavra, Nicolas, Josua, Widyatama, I. Made Danendra, David, David, Arisaputra, Panji |
| المصدر: |
AIP Conference Proceedings; 2024, Vol. 3135 Issue 1, p1-9, 9p |
| مصطلحات موضوعية: |
RECOMMENDER systems, RESERVATION systems, BOOK titles, ELECTRONIC books, AUTHOR-publisher relations |
| مستخلص: |
The number of new books that appear on the market makes it difficult for readers to find books that meet their needs and desires. There are many new books every year. Sometimes there are productions with the same or similar titles but with different authors or publishers. The content may be other, even though the title is identical. It may also happen that a similarly titled book is a sequel to an earlier one. Therefore, this paper will focus on a content-based book recommendation system. The book content used in the system is the book title. The system provides book recommendations with book titles that are the same or similar to the book selected by the user. The way the system works is to extract the book title feature with Term Frequency-Inverse Document Frequency (TF-IDF). Then, all book titles are compared with cosine similarity. There are two kinds of results from this book recommendation system. First, 20 books are similar to the book selected by the user, where the 20 books have a similarity level above 50%. Second, 20 books have a similarity level below 50%. Both types of results are offered to users to be selected according to their preferences. [ABSTRACT FROM AUTHOR] |
|
Copyright of AIP Conference Proceedings is the property of American Institute of Physics and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) |
| قاعدة البيانات: |
Complementary Index |
Find this article in full text from Scitation.