Automating the Fuzzy Front End of New Product Development: An Exploration and Exploitation of a Value Cocreation-Based Interpretable Machine Learning System …

Q Liu, Q Du, H Kevin, W Fan - Available at SSRN 4889349 - papers.ssrn.com
As collaborative crowdsourcing communities grow, information overload creates increasing
challenges for firms in making optimal idea selection decisions for new product …

Crowdsourcing “Blockbuster” ideas: A dynamic structural model of ideation

Y Huang, P Singh, K Srinivasan - 2011 - aisel.aisnet.org
Crowdsourcing is becoming an increasing popular tool for new idea generation for firms but
the number of ideas generated often decline over time and the implementation rates are …

Crowdsourcing new product ideas under consumer learning

Y Huang, P Vir Singh, K Srinivasan - Management science, 2014 - pubsonline.informs.org
We propose a dynamic structural model that illuminates the economic mechanisms shaping
individual behavior and outcomes on crowdsourced ideation platforms. We estimate the …

Identifying new product ideas: waiting for the wisdom of the crowd or screening ideas in real time

S Hoornaert, M Ballings, EC Malthouse… - Journal of Product …, 2017 - Wiley Online Library
Crowdsourcing ideas from consumers can enrich idea input in new product development.
After a decade of initiatives (eg, Starbucks' MyStarbucksIdea, Dell's IdeaStorm), the …

Trust Me, I'm Confident–Are Confident Members of the Crowd Better at Evaluating Business Model Ideas?

F Laux, T Görzen - 2021 - aisel.aisnet.org
Crowdsourced idea evaluation is often seen as a viable, less expensive alternative to
traditional idea selection mechanisms such as expert evaluation. However, previous …

Collective vs. expert rationality for evaluation of new technologies in crowdsourcing initiatives

G Lauto, F Valentin - 2014 - research.cbs.dk
As firms open the innovation process to the contribution of large groups of users and
experts, the process of idea generation benefits from an increased volume and variety of …

Good to be novel? Understanding how idea feasibility affects idea adoption decision making in crowdsourcing

KW Chan, SY Li, JJ Zhu - Journal of Interactive Marketing, 2018 - journals.sagepub.com
Soliciting novel ideas from the crowd is a paradigm shift for innovation that gains increasing
attention from researchers and practitioners. However, studies examining the relationship …

Selecting Open Innovation Ideas in Teams vs. Nominal Groups: Exploring the Effects of Idea Quantity and Idea Assignment on Idea Selection Quality and Satisfaction …

S Fu, X Cheng, T De Vreede, GJ De Vreede - 2022 - aisel.aisnet.org
Idea selection is a critical activity in open innovation crowdsourcing projects. Yet, the
generation of vast amounts of ideas makes it cognitively challenging to identify the subset of …

Idea Recommendation in Open Innovation Platforms: A Design Science Approach

Q Liu, Q Du, Y Hong, W Fan - China Center for Internet Economy …, 2021 - papers.ssrn.com
Collaborative crowdsourcing communities help firms obtain ideas generated by the public at
a lower cost compared to those generated in-house. However, the growth of these …

[PDF][PDF] Identifying Successful Ideas in Crowdsourcing Contest: Effects of Idea Content and Competition Intensity

T Cui, L Liu - 2020 - scholar.archive.org
While crowdsourcing idea contests have the potential to harness widely distributed
knowledge, the quantity and complexity involved in idea assessment induce a great effort …