Incremental Category Embedding for Categorization

摘要

There are provided systems and methods of incremental category embedding for categorization. One method including selecting one or more input categories from a plurality of input categories to be added to learned categories, determining at least one representative category from the learned categories for each input category from the one or more input categories, the at least one representative category representing the input category, and approximating the input category using the at least one representative category.

主权项

1. A system comprising:
a memory storing learned categories, each of the learned categories including learned data; and a processor configured to:
select one or more input categories from a plurality of input categories to be added to the learned categories;determine at least one representative category from the learned categories for each input category from the one or more input categories, the at least one representative category representing the input category;approximate the input category using the at least one representative category to create an approximate input category, andadd the approximate input category to the learned categories.