party recommendation system based on movie
- Presentation video
-
Dataset
Download
ml-latest-small.zip
from hereAlternatively, you can clone this repository and use
data\ml-latest-small
directly without downloading the dataset.
- Window:
cd [root_path]
pip install matplot
pip install seaborn
pip install pandas
pip install numpy
run movie_recommendation_soy.ipynb
In Ratings.csv
, using calumn timestamp
that time the user started watching a movie, classify datatime into 6 groups with 4-hour intervals.
matrix_number | hour |
---|---|
h1 | 00 ~ 03 |
h2 | 04 ~ 07 |
h3 | 08 ~ 11 |
h4 | 12 ~ 15 |
h5 | 16 ~ 19 |
h6 | 20 ~ 23 |