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CFF (version 1.0)

Simple Similarity for User-Based Collaborative Filtering Systems

Description

A simple, fast algorithm to find the neighbors and similarities of users in user-based filtering systems, to break free from the complex computation of existing similarity formulas and the ability to solve big data.

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Version

Install

install.packages('CFF')

Monthly Downloads

162

Version

1.0

License

GPL (>= 2)

Maintainer

Farimah Houshmand

Last Published

March 4th, 2020

Functions in CFF (1.0)

simple_similarity

Finding Neighbor Users And Their Similarity Values
simple_predict

Prediction Unseen Items For The Active User
CFF-package

CFF
Score_replace

Replacing of Neighbor Users' Ratings on Non-Rated Items By The Active User