Location based app recommendation algorithm.
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README.md

AppRecom - Location based app recommendation algorithm.

AppRecom is a module that can be dropped into any JavaScript project.

Install

npm install apprecom

Methods

This system uses records from location-app relationships to predict the best app categories to recommend for a location.

The two main methods are:

// Trains the system on your data
train(data, min_support, min_conf, test_ratio)

// Gets the app category recommendations for location
// (after being trained)
getApps(location)

Check out the documentation for more information here.

Implementation

Check out ARI - an AppRecom CLI implementation or the AppRecom Demo Android App.