Открытые семантические технологии проектирования интеллектуальных систем. Материалы III международной научно-технической конференции ( Минск, 21 – 23 февраля 2013 года )
The paper describes the development of a portal about development and use of tools based on the (meta) modeling (using DSM, DSL, etc.). The architecture of a portal, information retrieval subsystem and document management are described.
The purpose of the portal is the creation of "selfdeveloping" resource, which provides intelligent search and automatic processing of the results (documents and sources), easy navigation on the found resources. Implementation is based on the ontologies approach.
The main feature of suggested methods is an integrated approach to development. The approach bases on a multi-level ontology repository. The portal allows searching and analyzing information, creating and researching model, publishing research results. Software gives an opportunity of a flexible customizing. The main topic of this paper is an intelligent information search means based on semantic indexation, automatic document classification, tracking of semantic links between documents and automatic summarization.
The paper presents methods and algorithms for identifying complex concepts relevant for the domain of technological foresight within text collections. An approach based on the so called “black box” principle and combination of statistical and linguistic methods is proposed.