Conceptual knowledge modeling and systematization on the basis of natural classification
Данилов, А. Д.
Соловйова, К. О.
Бондаренко, М. Ф.
Слипченко, Н. И.
Ковальчук, Р. А.
Шкуренко, И. В.
Knowledge management is aimed at the sustainable development and competitiveness increasing of an organization, a state, a human. The appropriateness of knowledge application for solving a new class of complete ill-structured qualitative problems in weak-structured domains is noted, for example, of many problems in the social (organizational) systems, ecological systems; for the information society creation; creating and implementing new informational technologies; for improving the management and many others. To solve such problems is also needed a preliminary information-analytical phase, of taking into account the semantics of information and the application of new effective system methodology - systemology, which corresponds to the new noospheric stage of science development. The sections of this work are meaningfully combined, in the first place, by using the new method of systemological classification analysis for the knowledge systematization and conceptual models creation, taking into account the criteria of natural classification. The method of systemological classification analysis, for example, allows obtaining new deep knowledge and systematizing the knowledge in any domain the most adequately and objectively, taking into account the essential properties and relations. Using the systemological classification analysis allows evaluating any knowledge classification, to take into account the objects essential properties and relations; to predict the new objects on the base on their properties. New constructive criteria of natural classification allow creating "correct" classifications, which in all spheres of application ensure the effectiveness of solving problems. The examples of systemology and systemological classification analysis application are proposed for creating the domain ontological models - social networks, change management, human needs, directly related to knowledge management, as well as during the development the online store products and services catalog. When using systemology in change management, the organizations can obtain weighty benefits. The application of systemological classification analysis in social networks allows increasing the effectiveness of their functioning based on the use of knowledge systematization (through the development of an effective system of functions and menus). All this will help the company to increase significantly its intellectual capital without using large investments.
knowledge systematization, natural classification, ontology, systemological classification analysis, conceptual knowledge, conceptual modeling, deep knowledge, knowledge management, social network in Internet, change management, hierarchy, systemology, artificial intelligence
Bondarenko M. Conceptual knowledge modeling and systematization on the basis of natural classification / M. Bondarenko, N. Slipchenko, К. Solovyova, V. Bobrovska, A. Danilov, R. Kovalchuk, I. Shcurenko // International Journal " Information Theories and Applications ". – 2011. – Volume 18, Number 2. – Рp. 151 -171.