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Requirements elicitation, a critical, yet time-consuming and challenging step in product development, often fails to capture the full spectrum of user needs.
“Language models are few-shot learners.”
Brown, Tom, Mann, Benjamin, Ryder, Nick, Subbiah, Melanie, Kaplan, Jared D, Dhariwal, Prafulla, Neelakantan, Arvind, Shyam, Pranav, Sastry, Girish, Askell, Amanda et al · 1901
Earlier work this paper cites.
“Social psychology of creativity: A consensual assessment technique.”
Amabile, Teresa M · 1982
Earlier work this paper cites.
“Lead Users: A Source of Novel Product Concepts.”
Von Hippel, Eric · 1986
Earlier work this paper cites.
“Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.”
Rousseeuw, Peter J · 1987
Earlier work this paper cites.
“Lead User Analyses for the Development of New Industrial Products.”
Urban, Glen L. and Von Hippel, Eric · 1988
Earlier work this paper cites.
“A model of creativity and innovation in organizations.”
Amabile, Teresa M et al · 1988
Earlier work this paper cites.
“The Principles of Design: Oxford University Press.”
Suh, Nam P · 1990
Earlier work this paper cites.
“Classification of research efforts in requirements engineering.”
Zave, Pamela · 1997
Earlier work this paper cites.
“Spark Innovation through Empathic Design.”
Leonard, Dorothy and Rayport, Jeffrey F · 1997
Earlier work this paper cites.
Product Design: Techniques in Reverse Engineering and New Product Development
Otto, Kevin N · 2003
Earlier work this paper cites.
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Hripcsak, George and Rothschild, Adam S · 2005
Earlier work this paper cites.
“Identifying Customer Needs: Disabled Persons as Lead Users.”
Hannukainen, Pia and Ho\" ltta\"-Otto, Katja · 2006
Earlier work this paper cites.
“Ambiguity in natural language requirements documents.”
Berry, Daniel M · 2007
Earlier work this paper cites.
“Empathic Lead Users: The Effects of Extraordinary User Experiences on Customer Needs Analysis and Product Redesign.”
Lin, Joseph and Seepersad, Carolyn Conner · 2007
Earlier work this paper cites.
“Visualizing data using t-SNE.”
Van der Maaten, Laurens and Hinton, Geoffrey · 2008
Earlier work this paper cites.
“Computer models of creativity.”
Boden, Margaret A · 2009
Earlier work this paper cites.
“Convex hulls, habitat filtering, and functional diversity: mathematical elegance versus ecological interpretability.”
Podani, J · 2009
Earlier work this paper cites.
“Exploring the Role of Empathy in Engineering Communication through a Transdisciplinary Dialogue.”
Walther, Joachim, Miller, Shari E. and Kellam, Nadia N · 2012
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“Empathy and Care within Engineering: Qualitative Perspectives from Engineering Faculty and Practicing Engineers.”
Strobel, Johannes, Hess, Justin, Pan, Rui and Wachter Morris, Carrie A · 2013
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“Toward data-driven requirements engineering.”
Maalej, Walid, Nayebi, Maleknaz, Johann, Timo and Ruhe, Guenther · 2015
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“Combining structural performance and designer preferences in evolutionary design space exploration.”
Mueller, Caitlin T and Ochsendorf, John A · 2015
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Zanitti, Michele, Sørensen, Jannick, Terolli, Erisa and Kosta, Sokol · 2022
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