Artificial Intelligence System Problems and Opportunities to Solve Them with Design Patterns
Artificial Intelligence System Problems and Opportunities to Solve Them with Design Patterns
Author(s): Mariya Armyanova, Yanka AleksandrovaSubject(s): Economy, ICT Information and Communications Technologies
Published by: Съюз на учените - Варна
Keywords: Arteficial intelligence; Cognitive computing systems; Design patterns; AI patterns
Summary/Abstract: Artificial intelligence (AI) is entering almost every sphere of modern life. Its influence cannot be ignored and it permeates almost all modern systems. The requirements for the development of such systems are many, he must not only know the capabilities of AI, but also be able to create a complete system that meets certain quality requirements. Some design patterns are provided to help AI developers. Common development practices at the architecture and project level can be encapsulated as patterns to reuse and bring the expertise in this relatively new technology to all developers. For some of the problems discussed, design patterns can offer an effective solution and thus support the overall development process. The research goal is to explore common problems in AI systems and patterns that can offer a solution.
Journal: Известия на Съюза на учените - Варна. Серия Икономически науки
- Issue Year: 11/2022
- Issue No: 2
- Page Range: 172-183
- Page Count: 12
- Language: Bulgarian