I.J. Intelligent Systems and Applications, 2015, 11, 10-18
Published Online October 2015 in MECS (http://www.mecs-press.org/)
DOI: 10.5815/ijisa.2015.11.02
Copyright © 2015 MECS I.J. Intelligent Systems and Applications, 2015, 11, 10-18
The Method of Measuring the Integration Degree
of Countries on the Basis of International
Relations
Rasim M. Alguliyev
Institute of Information Technology of Azerbaijan National Academy of Sciences 9, B. Vahabzade str., Baku, AZ1141,
Azerbaijan
E-mail: r.alguliev@gmail.com
Ramiz M. Aliguliyev and Gulnara Ch. Nabibayova
Institute of Information Technology of Azerbaijan National Academy of Sciences 9, B. Vahabzade str., Baku, AZ1141,
Azerbaijan
E-mail: {r.aliguliyev, gnabibayova} @gmail.com
Abstract—The paper studies the concept of integration,
the integration of countries, basic characteristics of the
integration of countries, the integration indicators of
countries. The number of contacts between countries and
the number of contracts signed between countries are
offered as the indicators to determine the integration
degree of countries. An approach to the design of the data
warehouse for the decision support system in the field of
foreign policy, using OLAP-technology is offered.
Designed polycubic OLAP-model in which each cube is
based on a separate data mart. Given the differences
between the data warehouse and data mart. Shown that,
one of the cubes of this model gives full information
about the chosen indicators, including their aggregation
on various parameters. Method for measuring the degree
of integration of the countries, based on the calculation of
the weight coefficients is proposed. In this regard, was
described the information model of the relevant
subsystem by using graph theory. Practical application of
this method was shown. Moreover, the used software was
shown.
Index Terms—Integration; integration of countries;
indicators of the integration degree of countries; decision
support system; data warehouse; data marts; OLAP;
OLAP-cube.
I. INTRODUCTION
The fundamental principle of the international relations
of any country includes its interaction with other states.
The spheres and directions of international cooperation
are diverse. They include economic, political, legal,
social, ideological, diplomatic, military, cultural and
other fields.
Integration between countries, which is nowadays
observed ubiquitously, has recently become particularly
important among the most obvious manifestations of the
basic patterns of international relations. The trend of
integration is a higher level of interaction between the
states, its deepening, and the development of relations.
Integration (from lat. integratio – ―connection‖) – is
connectedness of individual differentiated parts and
functions of a system or a body forming an organic
whole, as well as a process leading to such a state [1]. It
is known that the term was first used in the 1930s by the
German scientist Carl Schmidt in his ―Theory of large
Spaces‖ (―Grossraumtheorie‖) [2]. Nowadays, the term
has gained a widespread use in various fields, such as
biology, physics, chemistry, policy, and information,
social, cultural and others.
The article aims at developing a method to measure the
integration degree of countries within the framework of
the decision support system (DSS) in foreign policy with
the use of OLAP-technology.
Studies, which include a review of the relevant
literature, as well as an analysis of available software,
showed that currently, DSSs are being developed and
constantly improved in different areas. For
example, various approaches to their creation in medicine,
healthcare, education, management, marketing, etc.,
using Business Intelligence technologies, i.e. OLAP and
Data Mining, are considered in [3-5]. In [6] designed the
urban earthquake disaster reduction information
management system, where applied a variety of
information techniques, such as GIS and database, and
which assisted the decision-making system effectively
for the earthquake emergency work.
It should be noted that Inter-agency automated
information retrieval system ―Entry, exit, and
registration‖ has established and currently functioning in
Azerbaijan. The system aims at improving the efficiency
of relevant public authorities in this area, providing
information supply, as well as automating the document
flow, allowing inspection, querying, analysis, etc. A
distinguished feature of our DSS is its multipurposeness.
Thanks to its rich DW it can help solving human
resources, financial and other issues, as well as
integration issues of the country. In the future, the merger