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PKBD.Onto: A plugin for ontological schemas generation

Авторы: Dorodnykh N., Yurin A., Vidiya A.

Журнал: CEUR Workshop Proceedings: 3rd Scientific-Practical Workshop Information Technologies: Algorithms, Models, Systems (ITAMS 2020; Irkutsk, 3 September 2020)

Том: 2677


Год: 2020

Отчётный год: 2020


Местоположение издательства:


Аннотация: The use of Semantic Web technologies (including ontologies) for intelligent systems and knowledge bases engineering is a widespread practice, it is true especially for tasks of conceptualization and formalization. However, tools and approaches used for these tasks in most cases provide only a manual manipulation of concepts and relationships. In this regard, the use of various information sources for automated ontology engineering is relevant. One of these sources is spreadsheets. In this paper, we propose an approach for the automated creation of ontological schemas based on the analysis and transformation of spreadsheets data. The feature of our approach is the original relational canonicalized form of spreadsheets. This form is used for preprocessing spreadsheets and unifying the input data. The proposed approach is implemented in the form of a plugin (PKBD.Onto) for Personal Knowledge Base Designer - software for prototyping rule-based expert systems. The main stages of the approach, the architecture and functions of the plugin, and the case study are also described.

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Индексируется Scopus: 1

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