Methods based on ontologies for information resources processing
Автор(и):
Vasyl Lytvyn, Victoria Vysotska, Lyubomyr Chyrun, Dmytro Dosyn
Тип видання:
монографія
Бібліографічний опис:
Methods based on ontologies for information resources processing : Monograph / [Vasyl Lytvyn, Victoria Vysotska, Lyubomyr Chyrun, Dmytro Dosyn] // LAP Lambert Academic Publishing. Saarbrücken, Germany. - ISBN-13: 978-3-659-89905-8, ISBN-10: 3659899054, EAN: 9783659899058. - 2016. - 324 с. - Access mode: https://www.lap-publishing.com/catalog/details/store/gb/book/978-3-659-8....
Анотація:
In the paper an important scientific and practical problem of building intelligent decision support systems (IDSS) which knowledge base core is an ontology has been solved. Classification of those systems according to its functioning has been done. For each class appropriate mathematical software has been developed. IDSS models which functioning is based on the ontology had been investigated. The concept of adaptive ontology has been introduced. The model of adaptive ontology is considered as development of the classic model by adding importance weights of the concepts and relations that are stored in the ontology. Entering such scalar values (importance weights) allows adopting the ontology to the specific subject area and tasks, which are solved in the IDSS by configuring the entered weights. Further those weights are used to build metrics for search IDSS solutions. Tasks of machine learning of upper ontology and its optimization had been investigated. Recursive method of the automatic development of ontology has been developed.
Book Details:
ISBN-13: 978-3-659-89905-8
ISBN-10: 3659899054
EAN: 9783659899058
Book language: English
Published on: 2016-06-06
Category: Informatics, IT
Зміст:
Introduction
Method of automated development and evaluation of ontologies’ qualities of knowledge bases
Planning approach to text mining in knowledge base framework
Approach to decision support systems development based on ontologies
Design and analysis features of generalized systems architecture for information resources processing
Life cycle model of textual content processing
Information resources analysis in systems for information resources processing
Set-theoretic models and unified methods of information resources processing
Web content processing method for information resources processing systems
Analytical methods for information resource processing
Analytical methods for web content processing
Features of information resources processing in electronic content commerce
Designing features of architecture for electronic content commerce systems
Features of text categorization of commercial content
Features of the content-analysis method for text categorization of commercial content in processing online newswork works
Peculiarities of linguistic analysis and modelling semantics of textual commercial content for electronic digest formation
Electronic content commerce system development
The means structure of information resources processing in electronic content commerce systems
Methods and means of processing information resources in electronic content commerce systems
Conclusions
References