A customer segmentation and product recommendation system using RFM Analysis, Market Basket Analysis & Item Based Collaborative Filter
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Jun 10, 2024 - Jupyter Notebook
#
item-based-recommendation
Here are 57 public repositories matching this topic...
USC DSCI 553 - Foundations & Applications of Data Mining - Spring 2024 - Prof. Wei-Min Shen
python
data-mining
graphs
bloom-filter
community-detection
collaborative-filtering
pyspark
recommendation-system
reservoir-sampling
yelp-reviews
frequent-itemsets
graphframes
hybrid-recommender-system
university-of-southern-california
flajolet-martin
son-algorithm
item-based-recommendation
girvan-newman-algorithm
bfr-clustering
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Jun 8, 2024 - Python
基于ItemCF与Springboot的图书商城系统-前端页面
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Apr 10, 2024 - Vue
基于ItemCF与Springboot的图书商城系统
spring-boot
recommendation-system
recommender-system
item-collaborative-filtering
item-based-recommendation
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Apr 1, 2024 - Java
Combines user-based and item-based recommendation systems to deliver personalized movie suggestions, utilizing user preferences and film characteristics.
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Apr 1, 2024 - Python
This project developed and optimized a hybrid recommendation system that processes over 450,000 training data points and 142,000 validation data points. The system combines user ratings, merchant details, and user reviews to predict users' ratings for restaurants they have not visited.
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Feb 28, 2024 - Python
The assignment comprises two main tasks: implementing LSH to identify similar businesses based on user ratings and developing various collaborative filtering recommendation systems to predict user ratings for businesses.
spark
collaborative-filtering
hybrid-recommendation
lsh-algorithm
model-based-recommendation
item-based-recommendation
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Feb 25, 2024 - Python
A book recommendation system made using item-based collaborative filtering
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Feb 23, 2024 - Jupyter Notebook
in this section will be item based recommender on movies and ratings dataset
recommendations
recommendation-system
recommender-system
recommendation-algorithms
python-recommendation
item-based-recommendation
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Feb 18, 2024 - Jupyter Notebook
in this section will be item based recommender on movielans dataset
python
python3
recommendation-system
recommender-system
python-recommendation
item-based-recommendation
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Feb 18, 2024 - Jupyter Notebook
Recommendation algorithms
python
algorithm
tensorflow
word2vec
pytorch
collaborative-filtering
recommendation-system
recommender-system
knn
google-translate
konlpy
annoy
bert-model
user-based-recommendation
item-based-recommendation
huggingface-transformers
mean-based-recommendation
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Nov 13, 2023 - Python
Using the MovieLens 20 Million review dataset, this project aims to explore different ways to design, evaluate, and explain recommender systems algorithms. Different item-based and user-based recommender systems are showcased as well as a hybrid algorithm using a modified page-rank algorithm.
recommender-system
cosine-similarity
jaccard-similarity
movielens-dataset
k-nearest-neighbours
page-rank
user-based-recommendation
item-based-recommendation
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Nov 12, 2023 - Jupyter Notebook
A collection of diverse recommendation system projects, spanning collaborative filtering, content-based methods, and hybrid approaches.
opencv
pinterest
collaborative-filtering
image-classification
cosine-similarity
transfer-learning
vgg19
movie-recommendation
cosine-distance
resnet-50
neural-collaborative-filtering
fashion-recommendation
item-based-recommendation
image-similarity-learning
spotify-annoy
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Oct 26, 2023 - Jupyter Notebook
Building a collaborative filtering recommender systems on books dataset
machine-learning
collaborative-filtering
recomender-system
user-based-recommendation
item-based-recommendation
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Aug 5, 2023 - Jupyter Notebook
The project's goal is to create diverse recommendation systems that predict user-item ratings
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Jul 24, 2023 - Python
Collaborative project on Content-based Recommendation System Development of NYC Airbnb Open Data.
python
text-classification
clustering
recommender-system
ranking-algorithm
item-based-recommendation
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Jun 22, 2023 - Jupyter Notebook
TMDB_5000_Movie_recommendation_system is a repository for a hybrid movie recommendation system. Discover personalized movie recommendations based on user preferences and movie features using the TMDB 5000 Movies dataset.
nlp
machine-learning
deep-learning
collaborative-filtering
movie-recommendation-system
content-based-filtering
user-based-recommendation
hybrid-approach
item-based-recommendation
weighted-rating-based
tmdb-5000-movie-dataset
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Apr 20, 2023 - Jupyter Notebook
Recommendation System for an Online Beer Company
correlation
recommender-system
cosine-similarity
user-based-recommendation
item-based-recommendation
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Apr 7, 2023 - Jupyter Notebook
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Mar 30, 2023 - Jupyter Notebook
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