Gaming tracking and recommendation system

A casino management system comprising:

• a player rating database configured to store playing history data of one or more players;
• and
• a recommendation system communicatively coupled to the player rating database, the recommendation system configured to:
• receive, from a player via a web-based player interface, data associated with at least one game previously played by the player;
• generate, using at least the data received from the player, at least one game recommendation personalized for the player based on a determined strength of association between the at least one game previously played by the player and at least one other game;
• and
• provide, at least one game recommendation to the player.

A method for providing one or more game recommendations to a player, the method comprising:

• receiving, by a processor and from a player via a web-based player interface, data associated with at least one game previously played by the player;
• generating, by the processor and using at least the data received from the player, at least one game recommendation personalized for the player based on a determined strength of association between the at least one game previously played by the player and at least one other game;
• and
• providing, by the processor, at least one game recommendation to the player.