Automatic Construction of a Semantic Knowledge Base from CEUR Workshop Proceedings

2015 ◽  
pp. 129-141 ◽  
Author(s):  
Bahar Sateli ◽  
René Witte
Keyword(s):  
Knowledge Base ◽  
Semantic Knowledge ◽  
Automatic Construction ◽  
Semantic Knowledge Base

Towards Semantic Knowledge Base Definition

2018 ◽  
pp. 218-239 ◽  
Author(s):  
Marek Krótkiewicz ◽  
Krystian Wojtkiewicz ◽  
Marcin Jodłowiec
Keyword(s):  
Knowledge Base ◽  
Semantic Knowledge ◽  
Semantic Knowledge Base

scholarly journals Formalization of Technological Knowledge in the Field of Metallurgy using Document Classification Tools Supported with Semantic Techniques

2017 ◽  
Vol 62 (2) ◽  
pp. 715-720 ◽  
Author(s):  
K. Regulski
Keyword(s):  
Knowledge Base ◽  
Latent Semantic Indexing ◽  
Semantic Knowledge ◽  
Technological Knowledge ◽  
Semantic Integration ◽  
Semantic Indexing ◽  
Text Documents ◽  
Semantic Techniques ◽  
Semantic Knowledge Base

AbstractThe process of knowledge formalization is an essential part of decision support systems development. Creating a technological knowledge base in the field of metallurgy encountered problems in acquisition and codifying reusable computer artifacts based on text documents. The aim of the work was to adapt the algorithms for classification of documents and to develop a method of semantic integration of a created repository. Author used artificial intelligence tools: latent semantic indexing, rough sets, association rules learning and ontologies as a tool for integration. The developed methodology allowed for the creation of semantic knowledge base on the basis of documents in natural language in the field of metallurgy.

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