Keeping Humans in the Loop: Pooling Knowledge through Artificial Swarm Intelligence to Improve Business Decision Making:

Published on Aug 1, 2019in California Management Review5
· DOI :10.1177/0008125619862256
Lynn E. Metcalf13
Estimated H-index: 13
(California Polytechnic State University),
David A. Askay4
Estimated H-index: 4
(California Polytechnic State University),
Louis Rosenberg3
Estimated H-index: 3
This article explores how a collaboration technology called Artificial Swarm Intelligence (ASI) addresses the limitations associated with group decision making, amplifies the intelligence of human ...
  • References (0)
  • Citations (2)
📖 Papers frequently viewed together
1 Citations
2016AAAI: National Conference on Artificial Intelligence
1 Author (Louis Rosenberg)
2 Citations
4 Citations
78% of Scinapse members use related papers. After signing in, all features are FREE.
Cited By2
#1Gregg WillcoxH-Index: 2
#2Louis RosenbergH-Index: 3
Last. Colin Domnauer (UC: University of California)
view all 3 authors...
Swarm Intelligence (SI) is a natural phenomenon in which social organisms amplify their decision-making abilities by forming real-time systems that converge on optimized solutions. It has been studied extensively in schools of fish, flocks of birds, and swarms of bees. In recent years, a new technology called Artificial Swarm Intelligence (ASI) has enabled human groups to form similar systems over computer networks. While “human swarms” have been shown to be more accurate than traditional method...
As artificial intelligence (AI) is enabling the automation of many facets of management and is increasingly used in a wide range of strategic tasks, it is necessary to better understand its relevance for strategic management. However, research on the interplay of AI and strategic management is unbalanced and lacks a coherent structure due to its multidisciplinarity. This article contributes to the emerging academic discussion by systematically reviewing and categorizing the substantial amount of...
#1Andreas M. Kaplan (ESCP Europe)H-Index: 23
#2Michael Haenlein (ESCP Europe)H-Index: 24
Abstract A decade ago, we published an article in Business Horizons about the challenges and opportunities of social media with a call to action: “Users of the world, unite!” To celebrate its anniversary, we look at artificial intelligence and the need to create the rules necessary for peaceful coexistence between humanity and AI. Hence, we now are urging: “Rulers of the world, unite!” In this article, we outline six debates surrounding AI in areas like artificial superintelligence, geographical...
5 CitationsSource
#1Philippe Very (EDHEC Business School)H-Index: 18
view all 2 authors...
Comment l’intelligence artificielle influencera-t-elle la recherche en sciences de gestion ? Pour repondre a cette question, les auteurs1 examinent les developpements possibles de cette technologie, puis sa penetration dans les sciences de gestion et dans d’autres sciences, notamment la medecine. Leurs analyses suggerent que de nombreuses facettes du metier de chercheur devraient evoluer, qu’une fracture pourrait se produire au sein de la communaute des chercheurs, et que l’intelligence artifici...
#1Gregg WillcoxH-Index: 2
#2Louis RosenbergH-Index: 3
Last. Hans SchumannH-Index: 1
view all 3 authors...
Sales forecasts are critical to businesses of all sizes, enabling teams to project revenue, prioritize marketing, plan distribution, and scale inventory levels. Research shows, however, that sales forecasts of new products are highly inaccurate due to scarcity of historical data and weakness in subjective judgements required to compensate for lack of data. The present study explores sales forecasting performed by human groups and compares the accuracy of group forecasts generated by traditional ...
1 CitationsSource