Control Systems and Computers

DOI: https://doi.org/10.15407/usim.2018.04.032

Upr. sist. maš., 2018, Issue 4 (276), pp. 32-45.

UDC 004.9

Zosimov Viacheslav V., PhD  (Eng.), Department for applied mathematics and information computer technologies V.O. Sukhomlynsky Mykolaiv National University, Mykolaiv, Ukraine, zosimovvv@gmail.com
ORCID http://orcid.org/0000-0003-0824-4168

An integrated approach to improving the efficiency of web data processing based on semantic markup

Introduction. The rapid development of information technology in recent decades has put for the society a whole class of tasks of effectively process large volumes of poorly structured information presented in the form of web pages. Among them, the research of standards for the development of certain types of web resources, the search, extraction, processing, analysis, storage and display of information.

Purpose. Development of the integrated web-data operatingsystem within the concept of semantic web, focused on improving the methods of information search, the creation of web resources with integrated semantic markup and programm search agents.

Methods. Methodsof analysis and data processing,Data mining, Web Mining, machine learning methods, group method of data handling, modern methods for constructing software products with modular architecture, search agentsdeveloping methods, semantic markupintegrating methods.

Results. Based on the research results were developed: a general structure and semantic markup dictionary for corporate web resources, the domain specific language of web data operating and the software package that implements the work of all modules of the described system for the web-data complex operating.

Conclusions. The proposed system of integrated web-data operating, provides the user with efficient, convenient and easy to use tools for processing web data at all stages of interaction with the world wide web from the web resources creation to the information search. The system is based on a new domain specific web-data operating language and the corporate web resources semantic markup dictionary.

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Keywords: information search, modeling of ranking, meta-search system, semantic markup, ontology, web resource structure, data mining, subject-oriented language, content management system.

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Received 21.11.18