<abstract xmlns="http://www.w3.org/1999/xhtml"><p>This article describes the main properties of an iterative method of simple knowledge structure creation. The method is based on an inductive learning scheme. The knowledge structure is built automatically and takes the form of a simplified ontology. Knowledge transformation plays a key role in the process of creating the knowledge structure. In order to regular describe many kinds of these transformations the article provides the relevant theoretical background. The task of finding the proper ontology (knowledge structure) is extremely complex. This paper highlights the necessity to investigate efficient search methods; additionally, the work draws attention to the advantages that arise from building the knowledge structure at the minimal possible size. The paper points to possible areas of the method application, especially in connection with problems of the automatic understanding of images and websites.</p></abstract>

This article describes the main properties of an iterative method of simple knowledge structure creation. The method is based on an inductive learning scheme. The knowledge structure is built automatically and takes the form of a simplified ontology. Knowledge transformation plays a key role in the process of creating the knowledge structure. In order to regular describe many kinds of these transformations the article provides the relevant theoretical background. The task of finding the proper ontology (knowledge structure) is extremely complex. This paper highlights the necessity to investigate efficient search methods; additionally, the work draws attention to the advantages that arise from building the knowledge structure at the minimal possible size. The paper points to possible areas of the method application, especially in connection with problems of the automatic understanding of images and websites.

Micro-Ontology Building – The Main Variants of the Oto Method

, Automatics, IT and Biomedical Engineering,

Department of Applied Computer Science, Faculty of Electrical Engineering

Faculty of Mathematics, Physics and Technical Science

Technical Transactions

This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 Public License.

{"article-title":"Micro-Ontology Building \u2013 The Main Variants of the Oto Method"}

This article describes the main properties of an iterative method of simple knowledge structure creation. The method is based on an inductive learning scheme....

Micro-Ontology Building – The Main Variants of the Oto Method

Publié en ligne: 21 mai 2020

Pages: 115 - 130

Reçu: 12 févr. 2018

DOI: https://doi.org/10.4467/2353737XCT.18.041.8303

Mots clés
pattern recognition, image understanding, machine learning

© 2020 Krzysztof Wójcik et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 Public License.

Micro-Ontology Building – The Main Variants of the Oto Method

Publié en ligne: 21 mai 2020

Pages: 115 - 130

Reçu: 12 févr. 2018

DOI: https://doi.org/10.4467/2353737XCT.18.041.8303

Mots cléspattern recognition, image understanding, machine learning

© 2020 Krzysztof Wójcik et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 Public License.

Mots clés
pattern recognition, image understanding, machine learning