Knowledge in Artificial Intelligence Systems: Searching the Strategies for Application

Abstract

The studies based on auto-epistemic logic are pointed out as an advanced direction for development of artificial intelligence (AI). Artificial intelligence is taken as a system that imitates the solution of complicated problems by human during the course of life. The structure of symbols and operations, by which intellectual solution is performed, as well as searching the strategic reference points for those solutions, which are caused by certain structures of symbols and operations, – are considered among the main issues in analysis of AI and its applications. Expert systems are interpreted as a kind of intelligent systems; different ways to represent knowledge (such as logical model, frame-based and production systems, semantic networks) are described within the framework of cognitive studies of AI. The presentation of knowledge is stated to be the methodology for modeling and formalization of conceptual knowledge in the field of engineering

Inteligência Artificial Como Solução Para Classificação Fiscal: Um Estudo De Caso Sobre Os Impactos Das Tecnologias Digitais Sobre Os Cinco Domínios Fundamentais Da Estratégia / Artificial Intelligence as a Solution for Tax Classification of Products: A Case Study on the Impacts of Digital Technologies on the Five Domain Fields of Strategy

“…A IA tem sido cada vez mais utilizada como ferramenta de apoio ao desenvolvimento social e empresarial, se fazendo presente em áreas e negócios bem distintos, tais como: psicologia cognitiva, capacidades dinâmicas, gestão do conhecimento, medicina, comunicação, manutenção de máquinas, na otimização de processos na área da agricultura, mercado financeiro, direito, medicina, contabilidade e jornalismo, entre outras (Schank, 1990;Gunkel, 2012;Kornienko, Kornienko, Fofanov. & Chubik, 2015;Paiva & Prevedello, 2017;Schwab, 2018).…”

“…Reis e Pati (2000) definem IA como um computador que pode substituir as funções inteligentes dos seres humanos. Para outros autores, a IA é tida como um sistema que imita a solução de problemas complicados dos seres humanos durante sua vida (Kornienko et al, 2015). Harari (2018) explica que a revolução da IA não envolve apenas tornar computador mais rápido e inteligente.…”

Elements of Digital Transformation in Dynamic Capabilities in a Brazilian Capital

“…AI is a vast field of research, having several different approaches, among them: the fuzzy theory; decision trees; and neural networks. They are being used in several types of applications in different areas (Costa, 2006;Kornienko et al, 2015). And these approaches basically focus on teaching computers to think for themselves and to improvise solutions to common problems, so AI not only applies pre-programmed decisions, but rather exhibits some learning capabilities (Makridakis, 2017).…”

The Knowledge Frame System based on Principles of Topological Functioning Model

“…The diversity of formats is related to format limitations that are caused by two of the most fundamental problems in the field of expert systems, namely knowledge acquisition and representation [9] and search [9], [10].…”