Systems, method, and non-transitory computer-readable storage media for multi-modal product classification

One or more non-transitory computer-readable storage media, having computer-executable instructions embodied thereon, wherein when executed by at least one processor, the computer-executable instructions cause the processor to function as:

• a first classification computer server including a first classifier program configured to:
• access a memory device including an item records database and a labeling database, the item records database including a plurality of item records, each item record including an item ID, a first classification metadata set, and a second classification metadata set, the labeling database including a plurality of labeling records, each labeling record including a class label and labeling data;
• and
• select an item record from the item database and generate a first classification record including a first ranked list of class labels, the first ranked list of class labels generated using input data including the labeling records and the first classification metadata set included in the selected item record;
• a second classification computer server including a second classifier program configured to generate a second classification record including a second ranked list of class labels, the second ranked list of class labels generated using input data including the labeling records and the second classification metadata set included in the selected item record;
• and
• a policy computer server including a policy network programmed to determine a predicted class label based on the first and second ranked lists of class labels and generate a labeled item record including the item ID included in the selected item record and the predicted class label.

A computer-implemented method for operating multi-modal computer classification network system for classifying product data records, including the steps of:

• a memory device generating and storing an item records database and a labeling database, the item records database including a plurality of item records, each item record including an item ID, a first classification metadata set, and a second classification metadata set, the labeling database including a plurality of labeling records, each labeling record including a class label and labeling data;
• a first classification computer server including a first classifier program selecting an item record from the item database and generating a first classification record including a first ranked list of class labels, the first ranked list of class labels generated using input data including the labeling records and the first classification metadata set included in the selected item record;
• a second classification computer server including a second classifier program generating a second classification record including a second ranked list of class labels, the second ranked list of class labels generated using input data including the labeling records and the second classification metadata set included in the selected item record;
• and
• a policy computer server including a policy network determining a predicted class label based on the first and second ranked lists of class labels and generate a labeled item record including the item ID included in the selected item record and the predicted class label.