Automatic Annotation of HTML Documents Using the Microdata Standard

Abstract

The development of an application that is based on machine learning methods for automatic annotation of web pages according to the Microdata standard is described, with the possibility of an extension to other standards and injecting data to JSX files. Datasets were collected and prepared for training machine learning (ML) models. The ML model metrics were collected and analyzed.