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Context-Aware-Recommender-System

A context-aware recommendation system for music data in cars

Running the program

To start the program:

  1. Open a command prompt
  2. Navigate to the root directory
  3. Type python Interface.py

Main menu

When the program starts, enter a valid user ID (1001 to 1042). Enter a context when prompted: u for urban, m for mountains, cs for countryside, or cl for coastline - press v to view these options in the menu at this point.

At the main menu, press:

G to generate your recommendations, E to enter evaluation mode, Press M to calculate the mean absolute error P to calculate the precision R to calculate the recall B to return to the main menu S to configure the settings Press R to change # of recommendations to display C to change the current landscape context B to return to the main menu X to sign out of the system Q to quit the system

The evaluation metrics may take a few minutes to run (especially MAE), so please be patient.

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A context-aware recommendation system for music data in cars

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