Research on the Development of Expert Systems Using Artificial Intelligence

被引：0

作者：

Burnashev, Rustam A. ^{[1
]}

Gabdrahmanov, Ruslan G. ^{[1
]}

Amer, Ismail F. ^{[1
]}

Vakhitov, Galim Z. ^{[1
]}

Enikeev, Arslan I. ^{[1
]}

机构：

[1] Kazan Fed Univ, Inst Computat Math & Informat Technol, Kazan, Russia

来源：

INFORMATION SYSTEMS ARCHITECTURE AND TECHNOLOGY, ISAT 2019, PT II | 2020年 / 1051卷

关键词：

Expert system; !text type='Python']Python[!/text] 3; !text type='Java']Java[!/text]Script; Prolog; Numpy; Psycopg2; PostgreSQL;

D O I：

10.1007/978-3-030-30604-5_21

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents a study related to the development of logical expert systems using artificial intelligence on the example of diagnosing leukemia. For the development of the system, various approaches to the design of artificial intelligence systems and medical data used in the diagnosis of leukemia were applied. A distinctive feature of the expert system is that a specialist working with the knowledge base can not only get the answer he needs, but also get access to all the knowledge from the knowledge base by asking the necessary questions to the expert system. The methods are based on obtaining information about the characteristics of the software using specialized software that provides automation. Data sets and logical rules that were used for the initial diagnosis of the disease were identified. In developing and analyzing software requirements, a prototype system was developed. This system includes a perceptron and consists of 3 hidden layers. For software development was used programming languages Python, JavaScript and Prolog.

引用

页码：233 / 242

页数：10

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