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Using multidimensional ontology of electronic document for solving semantic indexing problem
P. 166–169.
Lanin V., Sokolov G.
The paper describes an approach to semantic indexing of electronic documents based on ontology that describes the structure, type of document and its contents. In addition, existing ontology descriptions of documents are considered and the differences between the proposed multidimensional ontology from them are described. The solution of the problem of analysis of administrative regulations is described as an application of the approach. An algorithm for implementing semantic indexing based on multi-agent paradigm is proposed.
Serova E., The Electronic Journal Information Systems Evaluation 2013 Vol. 16 No. 1 P. 71–80
Agent based modelling (ABM) is a new modelling paradigm and one of the most advanced practical developments in modelling. ABM promises to have far-reaching effects on the way that business practitioners and academic researchers use information communication technologies to support decision making at different levels of management. Modern design models and architectural structures are opening ...
Added: May 28, 2018
Avdeeva Z., Raikov A., Ermakov A., IFAC-PapersOnLine 2016 Vol. 49 No. 32 P. 147–152
In conditions of rapid external changes the requirement to quality of control of purposeful development of complex system (states, regions, corporations etc.) dramatically increases. Automation support of the key stages of decision making process is one of the ways to cope with the challenges. This paper focuses on the approach based on the Big Data ...
Added: December 8, 2016
Lanin V., International Journal "Information Technologies & Knowledge" 2015 Vol. 9 No. 4 P. 389–397
The article describes the development of a software library for ontological metadata inclusion into modern office documents formats. The model of the document used for indexing its content by ontology concepts is given. Existing projects addressed for similar problems are overviewed. ...
Added: March 16, 2016
Lanin V., International Journal "Information Technologies & Knowledge" 2015 Vol. 9 No. 3 P. 247–258
This work presents an approach based on unstructured information retrieving from electronic documents to design and organize information system functioning. Document processing is based on semantic indexing and additional meta-information including. Document model allows formalize intelligent document processing algorithms and integrate documents containing ontological resources.
Semantic indexing is based on multidimensional ontology describing document semantics and
structure. ...
Added: February 28, 2016
Замятина Е.Б., Каримов Д. Ф., Митраков А. А., В кн.: Открытые семантические технологии проектирования интеллектуальных систем = Open Semantic Technologies for Intelligent Systems (OSTIS-2015) : материалы V междунар. науч.-техн. конф.: [б.и.], 2015. С. 597–605.
This paper discusses the problem of agent-based simulation system implementation. Authors consider more precisely the design and impementation of distributed simulation system (the design of special knowledge-based synchronization algorithm) and the design of agents based in neural networks ...
Added: February 28, 2016
Шумаков С. А., Lanin V., Вестник Пермского университета. Серия: Математика. Механика. Информатика 2015 № 4(31) С. 127–132
The article describes the development of a software library for ontological metadata inclusion into modern office documents formats. The model of the document used for indexing the its content by ontology concepts is given. Existing projects addressed for similar problems are overviewed. ...
Added: February 18, 2016
Lanin V., , in: Advances in Information Science and Applications. Volumes I & II. Proceedings of the 18th International Conference on Computers (part of CSCC '14)Vol. 1-2.: Santorini Island: CSCC, 2014. P. 524–527.
The paper describes an approach to semantic indexing of electronic documents based on ontology that describes the structure, type of document and its contents. In addition, existing ontology descriptions of documents are considered and the differences between the proposed multidimensional ontology from them are described. The solution of the problem of analysis of administrative regulations ...
Added: January 14, 2015
Lanin Viacheslav, Sokolov G., International Journal "Information Technologies & Knowledge" 2013 Vol. 7 No. 3 P. 256–260
In this paper an approach to using unstructured documents intelligent processing at different stages of information system’s lifecycle is described. When documents are processed it’s suggested to use the results of semantic indexing. Every document is mapped to one agent that represents the interests of the document. This approach allows solving a wide range of ...
Added: January 20, 2014
Sokolov G., Lanin V., , in: Proceedings of the 6th Spring/Summer Young Researchers’ Colloquium on Software Engineering, SYRCoSE 2012.: Perm: -, 2012. P. 182–185.
The problem of search pertinence increasing with a low timecomplexity is one of the major research issues in Computer Science. Semantic search as an alternative solution to this problem has a high time complexity. This paper describes the use of agent-based approach to reduce the time complexity of constructing semantic indexes used for searching. ...
Added: January 18, 2013
Lanin V., Информатизация и связь 2012 № 5 С. 109–111
The problem of search pertinence increasing with a low time-complexity is one of the major research issues in Computer Science. Semantic search as an alternative solution to this problem has a high time complexity. This paper discusses the use of agent-based approach to reduce the time complexity of constructing semantic indexes used for searching. ...
Added: January 13, 2013
Makarov S., Качество. Инновации. Образование 2007 № 8 С. 17–21
A problem of difficulties of large amount of innovation project analysis and ways of solving the problem are described in the article. Disadvantages of existing information retrieval systems and advantages of multiagent technology systems, as well as classifications, tasks and mechanisms of intellectual agents are pointed out. ...
Added: December 10, 2012