专家系统使用的学习曲线分析

A Learning Curve Analysis of Expert System Use*

DECISION SCIENCES · 1992
被引 46
人大 AABS 3

中文导读

研究新手在金融风险分析中使用专家系统后,其问题解决能力如何提升,并量化系统带来的学习增量,探讨专业知识从系统向用户的转移。

Abstract

ABSTRACT In this article, we study how an expert system affects novice problem solving in a financial risk analysis domain. We demonstrate that novice performance is improved after exposure to an expert system. Further, we show that novice performance continues to improve when the system is withdrawn. By comparing learning curves for people with exposure to those without, we can assess how much the system has benefitted its users. We demonstrate a quantitative methodology to measure the increment of learning due to the use of an information technology. We also explore the issue of how expertise is transferred from the system to the user.

金融风险分析专家系统学习曲线人机交互知识转移