A Development Environment for Knowledge based Systems in Engineering Design

2009 ◽  
Author(s):  
C.S. Krisnamoorthy ◽  
S. Rajeev ◽  
S. Sarimulla Raja ◽  
H. Shivakumar
Keyword(s):  
Engineering Design ◽  
Knowledge Based Systems ◽  
Development Environment ◽  
Knowledge Based

scholarly journals Knowledge-Based Systems Manufacturing With Viability Ensuring

2021 ◽  
Author(s):  
Valeriya V. Gribova ◽  
Elena A. Shalfeeva
Keyword(s):  
Artificial Intelligence ◽  
Knowledge Base ◽  
Product Family ◽  
Knowledge Bases ◽  
Knowledge Based Systems ◽  
Manufacturing Environment ◽  
Development Environment ◽  
Systematic Analysis ◽  
Knowledge Based ◽  
Medical Software

Abstract With highly increased competition, intelligent product manufacturing based on interpretable knowledge bases has been recognized as an effective method for building applications of explainable Artificial Intelligence that is the hottest topic in the field of Artificial Intelligence. The success of product family directly depends on how effective the viability mechanisms are laid down in its design. In this paper, a systematic cloud-based set of tool family is proposed to develop viable knowledge-based systems. For productive participation of domain and cognitive specialists in manufacturing, the knowledge base should be declarative, testable and integratable with other architectural components. Mechanisms to ensure KBS viability are provided in an ontology-oriented development environment, where each component is formed in terms of domain ontology by using the adaptable instrumental support. Due to the explicit separation of ontology from knowledge, it became possible to divide competencies between specialists creating an ontology and specialists creating a knowledge base. We rely on the fact that the activity of creating an ontology is significantly different from the activity of creating a knowledge base. Creating an ontology is a creative process that requires a systematic analysis of the domain area in order to identify common patterns among its knowledge.The characteristic properties of knowledge-based systems related to viability are described. It is explained, how these properties are provided in development environments implemented on cloud platform. The concept of a specialized manufacturing environment for knowledge-based system is introduced. The necessary set of tools for such ontology-oriented environment construction is determined. The example of tools for creating specialized manufacturing environments is the instruments implemented on the «IACPaaS» platform. The IACPaaS is already used for collective development of thematic cloud knowledge portals with viable knowledge-based systems. This specialized manufacturing environment has enabled the creation of multi-purpose medical software services to support specialist solutions based on knowledge being remotely improved by experts.

Knowledge-Based Systems for Design

1995 ◽  
Vol 117 (B) ◽  
pp. 11-16 ◽  
Author(s):  
J. R. Dixon
Keyword(s):  
Engineering Design ◽  
Special Class ◽  
Design Research ◽  
Computer Programs ◽  
Knowledge Based Systems ◽  
Knowledge Based ◽  
Use Of Knowledge

Knowledge-based systems are a special class of computer programs that purport to perform, or to assist humans in performing, specified intellectual tasks. This paper describes how knowledge-based programs are special; that is, how they differ from other computer programs. A structure for understanding the use of knowledge-based programs in engineering design is presented, together with an example. The role of knowledge-based systems in design research is discussed.

Knowledge-Based Systems for Design

1995 ◽  
Vol 117 (B) ◽  
pp. 11-16
Author(s):  
J. R. Dixon
Keyword(s):  
Engineering Design ◽  
Special Class ◽  
Design Research ◽  
Computer Programs ◽  
Knowledge Based Systems ◽  
Knowledge Based ◽  
Use Of Knowledge

Knowledge-based systems are a special class of computer programs that purport to perform, or to assist humans in performing, specified intellectual tasks. This paper describes how knowledge-based programs are special; that is, how they differ from other computer programs. A structure for understanding the use of knowledge-based programs in engineering design is presented, together with an example. The role of knowledge-based systems in design research is discussed.

Book review: Introduction to Knowledge Based Systems

IEE Review ◽  
1988 ◽  
Vol 34 (1) ◽  
pp. 36
Author(s):  
S.H. Lavington
Keyword(s):  
Knowledge Based Systems ◽  
Knowledge Based
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