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Modeling and productivity prediction of the companies-internal crowdsourcing-based ideation
- The internal crowdsourcing-based ideation within a company can be defined as an involvement of its staff, specialists, managers, and other employees, to propose solution ideas for a pre-defined problem. This paper addresses a question, how many participants of the company-internal ideation process are required to nearly reach the ideation limit for the problems with a finite number of workableThe internal crowdsourcing-based ideation within a company can be defined as an involvement of its staff, specialists, managers, and other employees, to propose solution ideas for a pre-defined problem. This paper addresses a question, how many participants of the company-internal ideation process are required to nearly reach the ideation limit for the problems with a finite number of workable solutions. To answer the research question, the author proposes a set of metrics and a non-linear ideation performance function with a positive decreasing slope and ideation limit for the closed-ended problems. Three series of experiments helped to explore relationships between the metric attributes and resulted in a mathematical model which allows companies to predict the productivity metrics of their crowdsourcing ideation activities such as quantity of different ideas and ideation limit as a function of the number of contributors, their average personal creativity and ideation efficiency of a contributors’ group.…
Document Type: | Conference Proceeding |
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Conference Type: | Konferenzartikel |
Zitierlink: | https://opus.hs-offenburg.de/5268 | Bibliografische Angaben |
Title (English): | Modeling and productivity prediction of the companies-internal crowdsourcing-based ideation |
Conference: | ICED: International Conference on Engineering Design (23. : 16-20 August 2021 : Gothenburg, Sweden) |
Author: | Pavel LivotovStaff MemberORCiDGND |
Year of Publication: | 2021 |
Place of publication: | Cambridge |
Publisher: | Cambridge University Press |
First Page: | 2147 |
Last Page: | 2156 |
Parent Title (English): | Proceedings of the Design Society |
ISSN: | 2732-527X |
DOI: | https://doi.org/10.1017/pds.2021.476 |
URL: | https://www.designsociety.org/publication/44849/Modeling+and+productivity+prediction+of+the+companies-internal+crowdsourcing-based+ideation |
Language: | English | Inhaltliche Informationen |
Institutes: | Fakultät Maschinenbau und Verfahrenstechnik (M+V) |
Institutes: | Bibliografie |
Tag: | Crowdsourcing-based ideation; Engineering creativity; New product development | Formale Angaben |
Open Access: | Open Access |
Licence (German): | Creative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International |