Bookcover of Methods based on ontologies for information resources processing
Booktitle:

Methods based on ontologies for information resources processing

LAP LAMBERT Academic Publishing (2016-06-06 )

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ISBN-13:

978-3-659-89905-8

ISBN-10:
3659899054
EAN:
9783659899058
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Victoria Vysotska, Lyubomyr Chyrun, Vasyl Lytvyn
Number of pages:
324
Published on:
2016-06-06
Stock:
Available
Category:
Informatics, IT
Price:
79.90 €
Keywords:
Business Process, content, Content Analysis, E-business, Intelligent agent, knowledge base, web content, adaptive ontology, the weight of importance of concepts and relationships, content lifecycle, commercial content, information resource, online newspaper, online magazine, e-commerce systems

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