Build Your Own Personalized Book Recommendation System: Create Your Own Customized Reading List

February 19, 2023

Content-based recommendation systems are one of the topics in the field of machine learning. For the past few weeks, I’ve been reading and learning about this topic and how it can be applied to build your personalized book recommendations.

Limitation of problem

This article will only focus on the use of content-based recommendation systems

The data required for this project include user-generated content such as book reviews, ratings, and other user-generated content, with the focus being on the title of the book.

Expected Outcome

The expected outcome of this project is a book recommendation system that can accurately recommend books to users based on their preferences. The system should be able to capture user engagement metrics and provide personalized recommendations.

Before Building

what you need to prepare is the dataset itself, The dataset that has been used in this article :

https://www.kaggle.com/datasets/zygmunt/goodbooks-10k

This dataset contains 10,000 books, including title, author, year of publication, ratings and tags from Goodreads.com. With this dataset, you can explore various aspects of the book world such as authors, genres and trends in the publishing industry. Use this dataset to build your book recommender system or analyze the data to discover trends in book publishing. Get creative and see what insights you can uncover.

Because We are gonna use a content-based method, therefore NLP technique is needed

https://blackadam6.statuspage.io/

https://lookerstudio.google.com/s/v9gJmDdJQ40

https://player.soundon.fm/p/2c4ce01c-a612-4e76-b684-4dde95e1cd74

https://documenter.getpostman.com/view/25731413/2s935prPVk

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https://lookerstudio.google.com/s/ms9oXW-Xfyc

https://player.soundon.fm/p/f1d99f8c-03a5-45ea-91b5-0cb14bd25d44

https://documenter.getpostman.com/view/25731587/2s935prPVq

https://vk.com/@movos21-cuevana-3-ver-black-adam-2022-pelicula-online-completa

https://verblackpanther2wakandaforever.statuspage.io/