Media Recommendation System based on text data

Implemented based on Flask web framework with Mozilla geckodriver

The codes in this repositery are not subject to implement.

If you want to operate this system, download whole files from here.

Applied Technics

• TF-IDF, Singular Value Decomposition(Scikit-learn)
• Data Pre-processing(Mecab, NlTK)
• Web Scrapping(Selenium, BeautifulSoup)
• Web Programming(Flask, HTML)

Used Data

• Naver Music Lyrics
• Naver Movie Overviews
• Yes24 Book Overviews

Details

• PPT

Simulation

• Web Simulations

Preveal

References

• https://ratsgo.github.io/from%20frequency%20to%20semantics/2017/04/06/pcasvdlsa/

• https://antilibrary.org/2147