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分析、设计和评估智能机器情境化使用的原则

Principles for analyzing, designing and evaluating the situated use of intelligent machines

Information Technology and People · 2024
被引 3
ABS 3

中文导读

本文提出八项原则,帮助研究者与实践者系统分析、设计和评估智能机器在工作情境中的使用,填补了现有文献缺乏整合性框架的空白。

Abstract

Purpose The lack of conceptual approaches for organizing and expressing capabilities, usage and impact of intelligent machines (IMs) in work settings is an obstacle to moving beyond isolated case examples, domain-specific studies, 2 × 2 frameworks and expert opinion in discussions of IMs and work. This paper's purpose is to illuminate many issues that often are not addressed directly in research, practice or punditry related to IMs. It pursues that purpose by presenting an integrated approach for identifying and organizing important aspects of analysis and evaluation related to IMs in work settings. Design/methodology/approach This paper integrates previously published ideas related to work systems (WSs), smart devices and systems, facets of work, roles and responsibilities of information systems, interactions between people and machines and a range of criteria for evaluating system performance. Findings Eight principles outline a straightforward and flexible approach for analyzing and evaluating IMs and the WSs that use them. Those principles are based on the above ideas. Originality/value This paper provides a novel approach for identifying design choices for situated use of IMs. The breadth, depth and integration of this approach address a gap in existing literature, which rarely aspires to this paper’s thoroughness in combining ideas that support the description, analysis, design and evaluation of situated uses of IMs.

人工智能人机交互管理科学知识管理计算机科学