机器将为我们创新并与我们共同创新--什么样的战略主题可能属于创新自动化?

Vesa Harmaakorpi, H. Melkas, J. Porras, A. Pässilä
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引用次数: 0

摘要

互联网经济和计算机辅助创新能够提高创新过程的成果质量和数量。传统的 "研究管道 "往往过于缓慢,无法适应当代的商业逻辑。在本文中,我们将重点关注创新与自动化的交叉点以及它们共同创造的潜力。创新自动化代表了具有结构性影响的新一代自动化。创新背景下的自动化是指在保持创造性创新过程的丰富性的同时,吸收更多的数据、信息和知识输入,产生更全面的产出,更好地满足客户需求,更快地投放市场。本文为研究创新自动化构建了一个新颖的学术 "乐园",创新自动化是对共同创造性智能的高效利用--人工智能、人类智能和群体智能的融合与混合。要覆盖创新自动化的广阔领域,未来需要开展各种研究计划。本文的主要关注领域与理解创新自动化、实现创新管理新方式和生态系统发展有关。我们还提出了未来的相关研究主题。
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Will Machines Innovate for and with Us - What Kind of Strategic Themes Could Belong to Innovation Automation?
The Internet economy and computer-aided innovation enable improvements in the quality and quantity of outcomes of innovation processes. Traditional “research pipes” are often too slow to fit with contemporary business logic. In this paper, we focus on the intersection of innovation and automation and the potential they create together. Innovation automation represents a next generation of automation that has structural implications. Automation in the innovation context is about maintaining the richness of creative innovation processes while also absorbing a greater amount of data, information, and knowledge inputs and producing more holistic outputs that meet customer needs better and are faster on the market. The paper builds a novel academic “playground” for the research on innovation automation as the efficient and effective use of co-creative intelligence—the fusion and mixture of artificial intelligence, human intelligence, and the intelligence of crowds. Covering the wide field of innovation automation requires various future research programs. The main focus areas in this paper are related to understanding innovation automation, enabling the way to new management of innovation and ecosystem development. We also propose relevant research themes for the future.
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来源期刊
Journal of Innovation Management
Journal of Innovation Management Engineering-Engineering (miscellaneous)
CiteScore
3.50
自引率
0.00%
发文量
21
审稿时长
25 weeks
期刊最新文献
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