An approach to develop Multi Techniques Integrated Expert System for Diagnosis of Human Constitutions

Abstract

This paper presents a multi techniques integrated expert system for diagnosis of Prakurthi in Ayurvedic medicine. The present mechanisms used for diagnosis of Prakurthi, which is considered, as classification of human constitutions and is inconsistent about its findings. Therefore a research has been conducted to reduce such inconsistencies using an expert system. In this issue multi techniques integrated expert system has been implemented for addressing the problem. Statistical technique and fuzzy logic have been described as multi techniques involved in the expert system. Tacit knowledge has always been influential to change the directions and emphasis of explicit models of knowledge. All explicit knowledge is rooted in tacit knowledge. Due to these reasons modelling of tacit knowledge is of great interest. Tacit knowledge in Ayurvedic sub-domain of individual classification has been acquired through a questionnaire and analysed to identify the dependencies, which lead to make tacit knowledge in the particular domain. In the first place analysis was done using statistical techniques of principal components and the results were not compatible with the experiences of Ayurvedic experts. As such, fuzzy logic has been used to further model the Ayurvedic sub-domain. The result of the modelling of Ayurvedic domain using fuzzy logic has been compatible with the experiences of the Ayurvedic experts. A framework for diagnosis of human constitutions has been integrated with an expert system shell thereby enabling the development of expert systems for domains with tacit knowledge. Currently, it has been integrated with FLEX expert system shell.