群体智能:分布式认知视角

Osama Mansour
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引用次数: 18

摘要

智力是否可以归因于群体的问题在许多科学学科中都被提出。在计算机支持的协作学习领域,这个问题已经被研究,以了解计算机介导的环境如何在群体层面上增强人类的认知和学习。以Web 2.0协作技术和社交媒体的出现为代表的社会计算时代激发了关于集体智慧和全球大脑的广泛讨论。本文在这些概念的基础上回顾了分布式认知理论,试图分析和理解在计算机介导的协作和社交媒体环境中发生的智能的出现过程。它的结论是,发生在社会互动中的认知组织是智力在群体层面上出现的催化剂。此外,本文还开发了一个过程模型来展示维基百科中具有这种认知组织特征的协作知识构建过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Group Intelligence: A Distributed Cognition Perspective
The question of whether intelligence can be attributed to groups or not has been raised in many scientific disciplines. In the field of computer-supported collaborative learning, this question has been examined to understand how computer-mediated environments can augment human cognition and learning on a group level. The era of social computing which represents the emergence of Web 2.0 collaborative technologies and social media has stimulated a wide discussion about collective intelligence and the global brain. This paper reviews the theory of distributed cognition in the light of these concepts in an attempt to analyze and understand the emergence process of intelligence that takes place in the context of computer-mediated collaborative and social media environments. It concludes by showing that the cognitive organization, which occurs within social interactions serves as a catalyst for intelligence to emerge on a group level. Also a process model has been developed to show the process of collaborative knowledge construction in Wikipedia that characterizes such cognitive organization.
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