Development a Prototype of The Interactive Kidney Disease Consultation System using Natural Language Processing

Abstract

The objectives of this research are: 1) to analyze, design, and develop a prototype of the interactive kidney disease consultation system using natural language processing, and 2) to determine the effectiveness of the development of a prototype of the interactive kidney disease consultation system using natural language processing. The research tools consisted of experimental tool and data collecting tool. Experimental tool is the prototype of the interactive kidney disease consultation system using natural language processing developed with PHP, jQuery, Java Script, HTML, CSS, Bootstrap and Ajax connecting to MySQL database. Data collecting tool is system efficiency evaluation form. Research methodology can be classified into 5 steps: 1) problem and requirement analysis, 2) system design, 3) system development, 4) system testing, and 5) system evaluation by three purposively selected experts. The findings from this research are: 1) a prototype of the interactive kidney disease consultation system using natural language processing can be performed well, when an acceptable accuracy of at least 70% of sentence and text analysis is set, the user can interact effectively, and 2) the efficiency of the proposed system evaluated by three experts is in highest level (x =4.74, S.D.=0.33).