We contribute theoretically by identifying the innovation efforts of for-profit firms that directly relate to grand challenges, through two cases of carbon capture and storage and deep-sea mining. We conclude that a more holistic understanding of innovation and its many possible consequences needs to be developed
Since most of the process elements are nowadays handled in enterprise systems, Process mining tools are gaining importance in diagnosis of critical variables of Value stream. But overarching view of Value Stream map still holds relevance to capture the entire ecosystem view which is not possible through process or task mining tools as post facto effect
Others apply artificial intelligence with data mining techniques to generate a semantic ideation network in combination with a visual concept model aim to provoke ideation
5 Ways to Build Your Customer into the Front End of Innovation Gerry Katz, Applied Marketing Science, Inc. Originally presented: October 29, 2015 Watch time: 57 minutes Access the Webcast Incorporating customer input into innovation doesn’t have to be painful – in fact, it can be...
Goldense, Bradford L., "Lead Users generate innovative ideas and great returns," Machine Design, February 13, 2014, Volume 86, Number 2, Page 76, ISSN 0024-9114.
Machine learning and AI, when coupled with professional analysts, expedites the discovery of customer needs from user-generated content (UGC) and identifies “needle in the haystack” insights that are either infrequently mentioned or overlooked completely in more traditional qualitative research. Mining user-generated content Machine learning algorithms can utilize a variety of content types and thus it’s critical to identify the best sources of user-generated content for your project
Goldense, Bradford L., "The Five Types of Manufacturing Processes," Machine Design, September 7, 2015, Volume 87, Number 9, , Page 88, ISSN 0024-9114.
Goldense, Bradford L., "Lead Users generate innovative ideas and great returns," Machine Design , February 13, 2014, Volume 86, Number 2, Page 76, ISSN 0024-9114.
Lead Users generate innovative ideas and great returns [A86].pdf
Goldense, Bradford L., "The Five Types of Manufacturing Processes," Machine Design , September 7, 2015, Volume 87, Number 9, Page 88, ISSN 0024-9114.
The Five Types of Manufacturing Processes [A113].pdf
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