Published: 22.02.2016
Full Issue
Articles
Service-oriented information system of “Russian Digital Libraries Journal”
Abstract:
We investigated the current models of the publication and dissemination of scientific knowledge. We also presented different approaches to the organization of the personal information space of scientist. We describe the modern information management system of scientific publications and services that determine their functionality. We have created software modules for automating of electronic scientific journal workflow. These modules are an extension of Open Journal Systems. We describe the architecture of a universal information management system of electronic scientific journals and management platform of “Russian Digital Libraries Journal”.
Keywords:
publishing systems, advanced models of publication and dissemination of scientific knowledge, the information society, information space of scientist, electronic scientific journal, service-oriented information system, modern information management system.
Intelligent search of complex objects in Big Data
Abstract:
This article considers approach to intelligent search of complex objects in different types of texts with structural markup which can be used for Big Data processing. We research two types of data entry: relational databases, which use their schemes as structural markup, and full-text scientific documents containing mathematical expressions (formulae). For such full-text documents we suggest additory automated markup to allow formula search. In both cases we use natural language texts, which are semistructured data, as data source for building ontology and conducting search at a later stage. For relational databases those are comments to table and table attribute names; for scientific documents (articles, monographs, etc.) it is a text content of marked up documents.
Keywords:
Big Data, semantic search, semi-structured data, ontology, relational databases, science texts, mathematical expressions markup.