METHOD OF AUTOMATED CONSTRUCTION AND EXPANSION OF THE KNOWLEDGE BASE OF THE BUSINESS PROCESS MANAGEMENT SYSTEM
Journal Title: EUREKA: Physics and Engineering - Year 2018, Vol 0, Issue 4
Abstract
The problem of constructing and using the knowledge representation in the process control system is studied. It is shown that when implementing knowledge-intensive business process management, it is necessary to use automated construction and expansion knowledge base to support decision-making in accordance with the current state of the context for the implementation of business process actions. The state of the context is specified as a set of weighted logical facts, the arguments of which are the values of the attributes of the events of the business process log. The sequence of the process implementation at each moment of time is displayed in the form of a probabilistic distribution of the possible rules of executing the actions of the business process in this context. The method of automated construction and updating of the knowledge base of the information system of process control is proposed. The method includes the stages of forming knowledge representation templates, constructing context descriptions, logical facts, constructing rules, and calculating the probability distribution for rules. The method creates opportunities to support decision-making on the management of the business process in the event of a discrepancy between the current implementation of the business process and its model.
Authors and Affiliations
Viktor Levykin, Oksana Chala
Keywords
Related Articles
- EP ID EP669029
- DOI 10.21303/2461-4262.2018.00676
- Views 200
- Downloads 0
EXPLANATION OF THE ALGORITHMS FOR DISPLAYING 3D FIGURES ON THE COMPUTER SCREEN
Not long time ago people can only dream about the thing that they can see 3-dimensional world inside of the screen of the computer. Computers at that time can display only 256 colors on their screens, they can work only...
THE DEVELOPMENT OF THE RISK MANAGEMENT MECHANISM FOR INNOVATION PROJECT
It is established that the high probability of emergence of risk situations in the innovation project, requires the implementation of risk management measures. It is noted that there is currently no mechanism for distrib...
THE OVERVIEW OF INVESTIGATION IN THE FIELD OF BANKNOTE DESIGN FOR VISUALLY IMPAIRED PEOPLE
This essay aims to elaborate the technology when it comes to banknote making for visually impaired members of the society. The visually impaired are divided in three subgroups: color-blind, partially sighted and blind pe...
THE STRENGTH OF CORROSIVE PROPERTIES OF CRUDE OILS ON FERROUS METALS
Crude oil is an unrivaled earth resource for the most of industrial applications. In the refining process of crude oil, ferrous metals play a severe role against the harsh environment while confronting adverse influences...
IMPLEMENTATION OF AN INTEGRATED SYSTEM OF INTERMITTENT HEAT SUPPLY FOR EDUCATIONAL INSTITUTIONS
A review of the current world state of application of various heat supply regimes for public buildings is conducted. The efficiency analysis of the use of various renewable energy sources in combined heat supply systems...