Galina V. Rybina

Intelligent Technology for Integrated Expert Systems Construction

Development of the integrated expert systems with the problem-oriented methodology and the problems of the intellectualization of AT-TECHNOLOGY workbench are reviewed. Intelligent technology for integrated expert systems construction is described, in particular for dynamic integrated expert systems construction. Intelligent planning methods applied for integrated expert systems development plan generation are described with usage of the intelligent planner, reusable components, typical design procedures, and other intelligent program environment components. Discussed technology was used for building tutoring IES prototypes for different courses/disciplines and two industrial dynamic IES prototypes: “Management of medical forces and resources for major traffic accidents” and “Resource management for satellite communications system between regional centers”.

Use of intelligent planning for integrated expert systems development

The paper focuses on the problem of the integrated expert systems with the problem-oriented methodology development and the AT-TECHNOLOGY workbench intellectualization problems. Special operational component intelligent planner controls the development process. The intelligent planner uses automated planning technology techniques in its core. The development of integrated expert system is shown as a planning problem. Some necessary models and technical details of intelligent program environment are described. The other crucial components of intelligent program environment such as reusable components and typical design procedures are briefly discussed.

Distributed Knowledge Acquisition Control with Use of the Intelligent Program Environment of the AT-TECHNOLOGY Workbench

The paper discusses the problem of distributed knowledge acquisition for the construction of complete and consistent knowledge bases in integrated expert systems via the sharing of knowledge sources of different topologies (the focused in this work databases as electronic media, experts and problem-oriented texts). The work is focused on models and methods of distributed knowledge acquisition from databases as additional knowledge sources and automation of the process by using an intelligent program environment. Special typical design procedure, called “Distributed knowledge acquisition” is reviewed, which provides synchronization ofdistributed knowledge acquisition processes. This procedure uses the technological knowledge base of the intelligent planner of the AT-TECHNOLOGY workbench and special program tools.

Automated Planning: Usage for Integrated Expert Systems Construction

The problems of intellectualization in the development process of integrated expert systems basing on the problem-oriented methodology and the AT-TECHNOLOGY workbench are considered. The experience from carrying out intellectual planning for the synthesis of architectural layouts of prototypes in integrated expert systems, the intelligent planner usage, reusable components, typical project procedures, and other components of the intellectual software environment in the AT-TECHNOLOGY complex is described.

Intelligent Planning Methods and Features of Their Usage for Development Automation of Dynamic Integrated Expert Systems

The problems of intellectualization in the development process of dynamic integrated expert systems basing on the problem-oriented methodology and the AT-TECHNOLOGY workbench are considered. The experience from carrying out intellectual planning development plan generating of prototypes in integrated expert systems, the intelligent planner usage, reusable components, typical project procedures, and other components of the intellectual software environment in the AT-TECHNOLOGY workbench is described.

Some Aspects of Intellectual Tutoring Based on the Integrated Tutoring Expert Systems Usage

The aim of this work is the analysis and synthesis of experience in the development and usage of tools for intellectual tutoring, functioning as part of AT-TECHNOLOGY workbench in the study process.

Some Approaches to Implementation of Intelligent Planning and Control of the Prototyping of Integrated Expert Systems

The work discusses results of development of basic components of the intelligent software environment of the AT-TECHNOLOGY workbench intended for automation and rendering intelligent the processes of building integrated expert systems (IES) based on a problem-oriented methodology. The emphasis is on aspects of the implementation of the intelligent planner in the context of the problem of intelligent planning of prototyping processes of IES and the proposed method for its solution.

Intelligent Planning and Control of Integrated Expert Systems Development Process

The paper is focused on problems of development of integrated expert systems basing on problem-oriented methodology. Special component - intelligent planner controls the development process. The intelligent planner uses automated planning techniques in its core. The development of integrated expert system is shown as a planning problem. Some necessary models and technical details of intelligent program environment are described. The other crucial components of intelligent program environment are briefly discussed. AT-TECHNOLOGY workbench is an implementation of problem-oriented methodology.

Certain Approaches to Automated Designing of Competence-Oriented Models for Knowledge Engineers Using the Tutoring Integrated Expert Systems

The development of engineering knowledge led to the emergence of new professions, which are widely popular professional competence and personal qualities. This paper provides a methodological and technological experience in automated construction competence-oriented models specialists in the field of knowledge engineering, in particular, specialists of the profession “system analyst” with the use of tutoring integrated expert systems.

Distributed Knowledge Acquisition Basing on Integration of Data Mining and Text Mining Methods and Their Usage with AT-TECHNOLOGY Workbench

The authors discuss the problem of distributed knowledge acquisition for the construction of complete and consistent knowledge bases in integrated expert systems, in particular dynamic integrated expert systems, via sharing of knowledge sources of different topologies (databases as electronic media, experts and problem-oriented texts). This work is focused on models and methods of distributed knowledge acquisition from databases as additional knowledge sources and automation of the process via intelligent program environment. It is discussed in context of dynamic integrated expert systems development, so the problem of temporal knowledge acquisition is also mentioned. Special standard design procedure for dynamic integrated expert system construction and for combined knowledge acquisition method is reviewed, which provides synchronization of knowledge acquisition processes in distributed variant. This procedure uses technologic knowledge base of intelligent planner of AT-TECHNOLOGY workbench and special program tools.