集体智慧:时间、地点和原因

Vanshika Nehra, Renuka Nagpal, Rajni Sehgal
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引用次数: 1

摘要

“集体”一词不仅限于人类,也可以指生物,如鸟群、蜂群、蝙蝠群等。在计算机环境中,这个术语也可以指一组虚拟的人工智能代理。最普遍的是,它可以应用于整个星球或宇宙的运作,作为智能组织,其智能是通过其内部实体提供和表现的。集体智慧不是一个新术语,事实上它已经被使用了几十年了,但新的是计算机技术的出现,这使得它成为一个新的,最有前途的应用之一,在各种领域都有应用。机器学习和人工智能在世界范围内引起了巨大的轰动。人工智能的大量应用改变了创新的实质。本文对集体智能研究的前景和研究方向作了简要的概述。如果我们真的想要优化我们的群体,使其实现卓越的合作,我们就需要专注于指导集体智慧的要素。我们需要专注于人格特征,这些特征不那么容易遵循,但它们对组织的长期成就至关重要,比如智力、意识、同情心、同理心和尊重。本文结合集体智能的定义,对集体智能的测量、与个体智能的比较及其应用进行了简要的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Collective Intelligence: When, Where and Why
The term “Collective” is just not restricted to the human beings but can also be referred to the organisms such as flock of birds, swarm of bees, colony of bats etc. In computer environments, the term may also refer to groups of virtual artificially intelligent agents. Most generally it can applicable to the workings of the entire planet or universe as smart organization whose intelligence is supplied and manifested through the entities within it. Collective Intelligence is a no new terms infact it’s been used from several decades now but what’s new is the emergence of computer technology which makes it a new and one of the most promising application of it used in a variety of field. Machine learning and Artificial Intelligence are making an enormous buzz around the world. The plenty of utilizations in Artificial Intelligence have changed the substance of innovation. This paper would give an overview of the promising future aspects and researches in the field of Collective Intelligence in brief. We need to concentrate on the elements that guide collective intelligence if we really want to optimize our groups for excellent cooperation. We need to concentrate on personality characteristics that are not so simple to follow, yet they are critical to the long-term achievement of organizations, such as intellect, consciousness, compassion, empathy, and regard. In this paper along with the definition of the Collective Intelligence, it would be measured, compared with individual intelligence and its applications are studied in brief.
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