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MRA

A general recommender system with basic models and MRA

5.0 Stars (2)
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Last Update:
Download MRA-31-Jul-2014-v0.2.21.rar
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Description

Multi-categorization Recommendation Adjusting (MRA) is to optimize the results of recommendation based on traditional(basic) recommendation models, through introducing objective category information and taking use of the feature that users always get the habits of preferring certain categories. Besides this, there are two advantages of this improved model: 1) it can be easily applied to any kind of existing recommendation models. And 2) a controller is set in this improved model to provide controllable adjustment range, which thereby makes it possible to provide optional modes of recommendation aiming different kinds of users.

MRA Web Site

Features

  • recommender system
  • data mining
  • CF-I,CF-U,SLOPE_ONE,MRA
  • adjusting algorithm
  • improved model

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User Reviews

  • 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5

    excellent!!

    Posted 07/31/2014
  • 1 of 5 2 of 5 3 of 5 4 of 5 5 of 5

    Welcome to share this new model for study! :) And finding partners and cooperation.

    Posted 07/31/2014
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Additional Project Details

Languages

English

Intended Audience

Information Technology, Science/Research

Programming Language

Python

Registered

2014-07-31

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