Decision Support with Hybrid Intelligence
Journal
International Organic Computing (DDC)
Type
conference paper
Date Issued
2018
Author(s)
Calma, Adrian
;
Dellermann, Dominik
Abstract
Startups are the fresh blood of our economy and, besides uni-
versities, are thriving innovation. One of the rst steps in this enriching journey to success, where they create jobs and new products, is getting funded. Decision makers, such as investors, incubators, and accelerators, receive a large amount of funding proposals. Currently, new ventures are evaluated "manually", often without any machine learning or any decision support at all. The implicit rules that every experienced decision maker has developed through years of failures and successes can not be codied, let alone be explained. It is intuition. We envision a learning system that is able to learn the intuition from multiple decision makers and guide them in their judgment. Our envisioned learning system relies on hybrid intelligence, which we dene as the ability to accomplish complex goals by combining human and articial intelligence to collectively achieve superior results and continuously improve by learning from each other.
versities, are thriving innovation. One of the rst steps in this enriching journey to success, where they create jobs and new products, is getting funded. Decision makers, such as investors, incubators, and accelerators, receive a large amount of funding proposals. Currently, new ventures are evaluated "manually", often without any machine learning or any decision support at all. The implicit rules that every experienced decision maker has developed through years of failures and successes can not be codied, let alone be explained. It is intuition. We envision a learning system that is able to learn the intuition from multiple decision makers and guide them in their judgment. Our envisioned learning system relies on hybrid intelligence, which we dene as the ability to accomplish complex goals by combining human and articial intelligence to collectively achieve superior results and continuously improve by learning from each other.
Language
English
Keywords
collaborative interactive learning
collective intelligence
hybrid intelligence
HSG Classification
contribution to practical use / society
Event Title
International Organic Computing (DDC)
Event Location
Wuerzburg, Germany
Event Date
21.06.2018-22.06.2018
Eprints ID
254364
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Format
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