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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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Search Engine Recommendation #527

Closed shashank1623 closed 1 year ago

shashank1623 commented 1 year ago

Is your feature request related to a problem? Please describe.

A search engine content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user.

Describe the solution you'd like

The movies are recommended based on the content of the movie you entered or selected. The main parameters that are considered for the recommendations are the genre, director, and top 3 casts. The details of the movies, such as title, genre, runtime, rating, poster, casts, etc., are fetched from https://www.themoviedb.org/documentation/api . The reviews of each individual movie given by the users are "web-scraped" from the IMDB website with the help of beautifulsoup4 , and the reviews are subjected to sentiment analysis, where the model predicts whether the review is positive or negative.

Data Source : some of the datasets i will be using from kaggle and rest of the data will prepared using web scraping .

Describe alternatives you've considered

No response

Additional context

@khusheekapoor Please assing me this issue . So that i can start working on it .

Code of Conduct

khusheekapoor commented 1 year ago

Hi, we have many similar issues. Hence, we cannot assign you this one.

shashank1623 commented 1 year ago

Ohk not an issue !