SYSTEMS AND METHODS FOR GENERATING A PERSONALIZED TARGET COMBINATION OF ITEMS FOR A USER

Methods and systems for generating a personalized target combination of items for a user are disclosed. The method includes accessing an item database, accessing a target score database, receiving information about item election values of the user, determining, for each item of the item database, an item election value based on the first input, receiving information about a user profile of the user, determining a set of user target feature scores for the user, determining a list of candidate item combinations from the item database, determining, for each candidate item combination, a global feature score based on the feature scores of the sub-items of the items of the candidate item combination, receiving an indication of a preferred candidate item combination and adjusting a respective quantity of the sub-items of the items of the preferred item combination to obtain the personalized target item combination by minimizing an objective function.