webnovel

In a web novel website, according to the browsing history of the user, what recommendation method was used to recommend a new novel, and gave a simple recommendation process.

2024-08-29 03:08
2024-08-29 06:05

A web novel website recommended new novels based on users 'browsing history using a machine-learning algorithm. The specific recommendation process was as follows: 1. Train the browsing history of historical novels to learn the user's interest preferences and reading habits to establish a user interest model. 2. By comparing and analyzing the browsing records and recommendation records of historical novels, it can identify the user's interest points and recommend the corresponding novels according to the user's interest points. 3. The recommendation record is updated according to the user's browsing behavior and reading progress. The recommendation content is updated in a timely manner to improve the accuracy and relatedness of the recommendations. 4. Evaluation and optimization of recommendations. Based on user feedback and behavior data, improve the recommendation algorithm to improve the quality and influence of recommendations. The algorithm based on machine learning could recommend more personal novels according to the user's browsing history and interest preferences to improve the user's reading experience.

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