Digital innovations in crowdsourcing using AI tools

IF 11.1 1区管理学 Q1 ENGINEERING, INDUSTRIAL

Technovation Pub Date : 2024-04-05 DOI:10.1016/j.technovation.2024.102997

Arvind Mahotra , Ann Majchrzak

引用次数: 0

Abstract

The tools for crowdsourcing have been a research focus for quite some time. However, even today, crowdsourcing platforms have remained rather technologically rudimentary as simply idea dropboxes and discussion forums. Our research has indicated that technical modifications to current crowdsourcing platforms are needed for crowds to generate more novel and useful solutions. In this article, we briefly describe basic technology requirements to foster collective co-production. Then, we suggest further digital innovations involving the use of AI technologies that are needed to maximize the potential of crowdsourcing.

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利用人工智能工具进行众包的数字创新

众包工具一直是研究的重点。然而，即使到了今天，众包平台在技术上仍然相当简陋，只是简单的创意投递箱和讨论论坛。我们的研究表明，需要对当前的众包平台进行技术改造，才能让众包产生更多新颖、有用的解决方案。在本文中，我们将简要介绍促进集体共同生产的基本技术要求。然后，我们建议进一步利用人工智能技术进行数字创新，以最大限度地发挥众包的潜力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Technovation 管理科学-工程：工业

CiteScore

15.10

自引率

11.20%

发文量

208

审稿时长

91 days

期刊介绍： The interdisciplinary journal Technovation covers various aspects of technological innovation, exploring processes, products, and social impacts. It examines innovation in both process and product realms, including social innovations like regulatory frameworks and non-economic benefits. Topics range from emerging trends and capital for development to managing technology-intensive ventures and innovation in organizations of different sizes. It also discusses organizational structures, investment strategies for science and technology enterprises, and the roles of technological innovators. Additionally, it addresses technology transfer between developing countries and innovation across enterprise, political, and economic systems.