[PDF][PDF] Combining Humans and Machine Learning: A Novel Approach for Evaluating Crowdsourcing Contributions in Idea Contests.

D Dellermann, N Lipusch, MM Li - MKWI, 2018 - pubs.wi-kassel.de
The creative potential from innovative contributions of the crowd constitutes some critical
challenges. The quantity of contributions and the resource demands to identify valuable …

[PDF][PDF] Mechanisms to Select Ideas in Crowdsourced Innovation Contests-A Systematic Literature Review and Research Agenda.

AB Merz - ECIS, 2018 - researchgate.net
Organizations use innovation contests to enable crowdsourcing for open innovation. While
the crowd is able to generate large amounts of ideas in such contests, the challenge shifts to …

[HTML][HTML] Crowd mining as a strategic resource for innovation seekers

R Bonazzi, G Viscusi, A Solidoro - Technovation, 2024 - Elsevier
This article explores how to help people who organize crowdsourcing events (called
“seekers”) choose the best ideas from those submitted by participants (called “solvers'). To …

[PDF][PDF] When in doubt follow the crowd: how idea quality moderates the effect of an anchor on idea evaluation

T Goerzen, D Kundisch - 2017 - scholar.archive.org
Companies increasingly engage the crowd in the evaluation of a large pool of ideas to sift
out the better ones among them. The crowd, however, seems to be better at eliminating the …

[HTML][HTML] Crowdsourcing for innovation: Effects of idea content and competition intensity on idea success

T Cui, L Liu, H Cheng, S Chang, Y Feng - The Journal of Strategic …, 2024 - Elsevier
While crowdsourcing idea contests have the potential to harness widely distributed
knowledge, the quantity of ideas and the complexity involved in idea assessment create a …

Digital innovations in crowdsourcing using AI tools

A Mahotra, A Majchrzak - Technovation, 2024 - Elsevier
The tools for crowdsourcing have been a research focus for quite some time. However, even
today, crowdsourcing platforms have remained rather technologically rudimentary as simply …

Testing computational assessment of idea novelty in crowdsourcing

K Wang, B Dong, J Ma - Creativity Research Journal, 2023 - Taylor & Francis
In crowdsourcing ideation websites, companies can easily collect large amount of ideas.
Screening through such volume of ideas is very costly and challenging, necessitating …

Effective creative crowdsourcing: A multi‐dimensional evaluation framework

N Steils, S Hanine - Creativity and Innovation Management, 2022 - Wiley Online Library
Effective creative crowdsourcing has mainly been investigated based on effective idea
generation and selection management, but other dimensions of effective crowdsourcing (ie …

Can AI help in ideation? A theory-based model for idea screening in crowdsourcing contests

JJ Bell, C Pescher, GJ Tellis, J Füller - Marketing Science, 2024 - pubsonline.informs.org
Crowdsourcing generates up to thousands of ideas per contest. The selection of best ideas
is costly because of the limited number, objectivity, and attention of experts. Using a data set …

Gathering and evaluating innovation ideas using crowdsourcing: Impact of the idea title and the description on the number of votes in each phase of a two‐phase …

K Moffitt, DE O'Leary - Expert Systems, 2019 - Wiley Online Library
Organizations are using crowdsourcing to capture innovation knowledge from the crowd in
the form of ideas and then using the crowd to evaluate those ideas using votes. In this paper …