Development of Knowledge Base for Intellectual Decision Support in the Process of Innovative Project Management

Author(s):  
Liliya Chernyakhovskaya ◽  
Marsel Nizamutdinov
2018 ◽  
Vol 47 (2) ◽  
pp. 72-81
Author(s):  
Mgr inż. Tomasz Łopaciński

Innovative products and services are essential to ensure a long-term viability of a company. More and more often they are created and implemented through innovative projects. The aim of the article is to show the uniqueness of innovative projects, present the risk that is specific to this kind of projects and indicate the methods with which these projects should be managed. The article analyses the features of innovations, presents the definition of an innovative project and discusses its classification and management principles. Moreover, it presents seven areas of risks specific to an innovative project, developed on the basis of articles published in “Project Management Journal” in the years 2005-2016 and other selected publications.


2021 ◽  
Vol 11 (1) ◽  
pp. 126-136
Author(s):  
V.V. Antonov ◽  
◽  
K.A. Konev

The article discusses a decision support method using a knowledge base. The relevance of the study of issues related to decision-making in typical situations is shown. In order to increase the effectiveness of management activities, the is-sues of system integration of the regulatory framework, ontological model and knowledge base of the intelligent sub-system of decision support within the framework of the business process are considered. In support of the proposed method, a model has been formed for replenishing the knowledge base both at the structural and analytical levels, which demonstrates the connection between the most important elements of the system: the ontological model, the knowledge base and the normative subsystem. An example of using the proposed scheme is shown. To demonstrate the model of functioning of the decision support system, an algorithm for replenishing the knowledge base is proposed and described. As a conceptual basis for the formal description of the model, operations for working with knowledge are described in the set-theoretic aspect. The principles of adaptation of the ontological model as an information object for linking with the knowledge base are considered. The conceptual diagram of the general structure of the ontological model for making decisions within the framework of the business process as a set of interrelated concepts is proposed and demonstrated. An information model of a specialized database has been developed and presented, serving as a technical basis for building a knowledge base of a decision support system in a typical situation, its main structural el-ements, the principles of their interrelation and an approach to ensuring the consistency of its internal structure are de-scribed.


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