LEARNING SYSTEM, LEARNING METHOD, AND COMPUTER PROGRAM: abstract simplified (18023559)

• This abstract for appeared for patent application number 18023559 Titled 'LEARNING SYSTEM, LEARNING METHOD, AND COMPUTER PROGRAM'

Simplified Explanation

The abstract describes a learning system that can properly learn the layout in a document or similar content. The system includes a training data generation unit that extracts layout constraints and generates constrained training data. It also includes a learning unit that uses Generative Adversarial Networks to generate layouts based on random numbers, and a layout discrimination unit that compares the generated layouts with the constrained training data. This system aims to improve the accuracy of learning document layouts.

Original Abstract Submitted

A learning system includes: a training data generation unit that extracts a constraint of an inputted layout and that generates constrained training data; and a learning unit that learns, by using Generative Adversarial Networks, a learning unit that generates a generated layout by using a random number and a layout discrimination unit that discriminates the generated layout and the constrained training data. According to such a learning system, it is possible to properly learn the layout in a document or the like.