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Nicholas Davis 0001

Nicholas M. Davis – Nicholas Mark Davis

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affiliation: Co-Creative AI Consulting, USA
affiliation (former): University of North Carolina at Charlotte, NC, USA
affiliation (PhD 2017): Georgia Institute of Technology, Atlanta, GA, USA

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2020 – today

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2025
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Nicholas Davis, Janet Rafner:
AI Drawing Partner: Co-Creative Drawing Agent and Research Platform to Model Co-Creation. CoRR abs/2501.06607 (2025)
2024
[c28]
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Nicholas Davis, Manoj Deshpande, Jeba Rezwana, Brian Magerko:
The Five Pillars of Enaction as a Theoretical Framework for Co-Creative Artificial Intelligence. ICCC 2024: 136-145
2021
[c27]
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Jeba Rezwana, Mary Lou Maher, Nicholas Davis:
Creative PenPal: A Virtual Embodied Conversational AI Agent to Improve User Engagement and Collaborative Experience in Human-AI Co-Creative Design Ideation. IUI Workshops 2021

2010 – 2019

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2019
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Pegah Karimi, Mary Lou Maher, Kazjon Grace, Nicholas Davis:
A computational model for visual conceptual blends. IBM J. Res. Dev. 63(1): 5:1-5:10 (2019)
[c26]
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Pegah Karimi, Nicholas Davis, Mary Lou Maher, Kazjon Grace, Lina Lee:
Relating Cognitive Models of Design Creativity to the Similarity of Sketches Generated by an AI Partner. Creativity & Cognition 2019: 259-270
[c25]
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Pegah Karimi, Mary Lou Maher, Nicholas Davis, Kazjon Grace:
Deep Learning in a Computational Model for Conceptual Shifts in a Co-Creative Design System. ICCC 2019: 17-24
[c24]
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Nicholas Davis, Safat Siddiqui, Pegah Karimi, Mary Lou Maher, Kazjon Grace:
Creative Sketching Partner: A Co-Creative Sketching Tool to Inspire Design Creativity. ICCC 2019: 358-359
[i3]
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Pegah Karimi, Mary Lou Maher, Nicholas Davis, Kazjon Grace:
Deep Learning in a Computational Model for Conceptual Shifts in a Co-Creative Design System. CoRR abs/1906.10188 (2019)
2018
[c23]
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Tahir Mahmood, Erik Butler, Nicholas Davis, Jian Huang, Aidong Lu:
Building Multiple Coordinated Spaces for Effective Immersive Analytics through Distributed Cognition. BDVA 2018: 1-11
[c22]
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Mary Lou Maher, Kazjon Grace, Pegah Karimi, Nicholas Davis:
Evaluating Creativity in Computational Co-Creative Systems. ICCC 2018: 104-111
[c21]
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Nicholas Davis, Mary Lou Maher, Kazjon Grace, Omar Eltayeby:
Surprise Walks: Encouraging users towards novel concepts with sequential suggestions. ICCC 2018: 208-215
[i2]
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  - journals/corr/abs-1801-00723
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Pegah Karimi, Nicholas Davis, Kazjon Grace, Mary Lou Maher:
Deep Learning for Identifying Potential Conceptual Shifts for Co-creative Drawing. CoRR abs/1801.00723 (2018)
[i1]
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  - journals/corr/abs-1807-09886
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Pegah Karimi, Kazjon Grace, Mary Lou Maher, Nicholas Davis:
Evaluating Creativity in Computational Co-Creative Systems. CoRR abs/1807.09886 (2018)
2017
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Nicholas M. Davis:
Creative sense-making: A cognitive framework for quantifying interaction dynamics in co-creation. Georgia Institute of Technology, Atlanta, GA, USA, 2017
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Nicholas M. Davis, Chih-Pin Hsiao, Kunwar Yashraj Singh, Brenda Lin, Brian Magerko:
Quantifying Collaboration with a Co-Creative Drawing Agent. ACM Trans. Interact. Intell. Syst. 7(4): 19:1-19:25 (2017)
[c20]
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Duri Long, Mikhail Jacob, Nicholas M. Davis, Brian Magerko:
Designing for Socially Interactive Systems. Creativity & Cognition 2017: 39-50
[c19]
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Nicholas M. Davis, Chih-Pin Hsiao, Kunwar Yashraj Singh, Brenda Lin, Brian Magerko:
Creative Sense-Making: Quantifying Interaction Dynamics in Co-Creation. Creativity & Cognition 2017: 356-366
[c18]
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Kunwar Yashraj Singh, Nicholas M. Davis, Chih-Pin Hsiao, Ricardo Macias, Brenda Lin:
Unified Classification and Generation Networks for Co-Creative Systems. ICCC 2017: 237-244
2016
[c17]
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Nicholas Mark Davis, Chih-Pin Hsiao, Kunwar Yashraj Singh, Brian Magerko:
Co-Creative Drawing Agent with Object Recognition. AIIDE 2016: 9-15
[c16]
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Kunwar Yashraj Singh, Nicholas M. Davis, Chih-Pin Hsiao, Mikhail Jacob, Krunal Patel, Brian Magerko:
Recognizing Actions in Motion Trajectories Using Deep Neural Networks. AIIDE 2016: 211-217
[c15]
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Richard Li, Yingyan E. Wang, Chih-Pin Hsiao, Nicholas M. Davis, James Hallam, Ellen Yi-Luen Do:
Tactile Teacher: Enhancing Traditional Piano Lessons with Tactile Instructions. CSCW Companion 2016: 329-332
[c14]
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Nicholas M. Davis, Chih-Pin Hsiao, Kunwar Yashraj Singh, Lisa Li, Brian Magerko:
Empirically Studying Participatory Sense-Making in Abstract Drawing with a Co-Creative Cognitive Agent. IUI 2016: 196-207
2015
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Matthew Swarts, Nicholas M. Davis, Chih-Pin Hsiao, James Hallam:
Sharing the lights: exploration on teaching electronics for sensory augmentation development. AH 2015: 203-204
[c12]
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Nicholas M. Davis, Chih-Pin Hsiao, Kunwar Yashraj Singh, Lisa Li, Sanat Moningi, Brian Magerko:
Drawing Apprentice: An Enactive Co-Creative Agent for Artistic Collaboration. Creativity & Cognition 2015: 185-186
[c11]
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Nicholas M. Davis, Margeaux Comerford, Mikhail Jacob, Chih-Pin Hsiao, Brian Magerko:
An Enactive Characterization of Pretend Play. Creativity & Cognition 2015: 275-284
[c10]
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Nicholas Davis:
An Enactive Approach to Facilitate Interactive Machine Learning for Co-Creative Agents. Creativity & Cognition 2015: 345-346
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Nicholas M. Davis, Chih-Pin Hsiao, Yanna Popova, Brian Magerko:
An Enactive Model of Creativity for Computational Collaboration and Co-creation. Creativity in the Digital Age 2015: 109-133
2014
[c9]
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Nicholas M. Davis, Yanna Popova, Ivan Sysoev, Chih-Pin Hsiao, Dingtian Zhang, Brian Magerko:
Building Artistic Computer Colleagues with an Enactive Model of Creativity. ICCC 2014: 38-45
2013
[c8]
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Ivan Sysoev, Ramitha D. Chitloor, Ajay Rajaram, R. Stephens Summerlin, Nicholas M. Davis, Bruce N. Walker:
Middie mercury: an ambient music generator for relaxation. Audio Mostly Conference 2013: 20:1-20:6
[c7]
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Nicholas M. Davis, Holger Winnemöller, Mira Dontcheva, Ellen Yi-Luen Do:
Toward a cognitive theory of creativity support. Creativity & Cognition 2013: 13-22
[c6]
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Chih-Pin Hsiao, Nicholas M. Davis, Shuangxin Chen, Binjie Sun, Rui Chen, Ellen Yi-Luen Do:
Sketch master: a sketch game for collecting exploratory data. Creativity & Cognition 2013: 320-323
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Chen Zhao, Chih-Pin Hsiao, Nicholas M. Davis, Ellen Yi-Luen Do:
Tangible games for stroke rehabilitation with digital box and blocks test. CHI Extended Abstracts 2013: 523-528
[c4]
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Nicholas M. Davis, Alexander Zook, Brian O'Neill, Brandon Headrick, Mark O. Riedl, Ashton Grosz, Michael Nitsche:
Creativity support for novice digital filmmaking. CHI 2013: 651-660
2012
[c3]
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Boyang Li, Alexander Zook, Nicholas M. Davis, Mark O. Riedl:
Goal-Driven Conceptual Blending: A Computational Approach for Creativity. ICCC 2012: 9-16
2011
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Nicholas M. Davis, Ellen Yi-Luen Do, Pramod Gupta, Shruti Gupta:
Computing harmony with PerLogicArt: perceptual logic inspired collaborative art. Creativity & Cognition 2011: 185-194
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Nicholas M. Davis, Boyang Li, Brian O'Neill, Mark O. Riedl, Michael Nitsche:
Distributed creative cognition in digital filmmaking. Creativity & Cognition 2011: 207-216

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