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Article · Russian Digital Libraries Journal · November 27, 2024

Automatic Annotation of HTML Documents using the Microdata Standard

Timur Ferdinandovich Ibragimov, Alexander Andreevich Ferenets

Timur Ferdinandovich Ibragimov
Open via DOIPDF

Abstract

The development of an application based on machine learning methods for automatic annotation of web pages according to the Microdata standard is described, with the possibility of 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.

Web Data Mining and AnalysisSemantic Web and OntologiesInformation Retrieval and Data Miningmicrodataautomatic annotationsemantic markup

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