Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation

Author:

Wang Yunlong1,Venkatesh Priyadarshini2,Lim Brian Y3

Affiliation:

1. Institute for Health Innovation & Technology (iHealthtech), National University of Singapore, Singapore

2. Department of Brain Sciences, University College London, United Kingdom

3. Department of Computer Science, National University of Singapore, Singapore and Institute for Health Innovation & Technology (iHealthtech), National University of Singapore, Singapore

Funder

Ministry of Education - Singapore

Institute for Health Innovation and Technology, National University of Singapore

Publisher

ACM

Reference94 articles.

1. Ashraf Abdul , Jo Vermeulen , Danding Wang , Brian  Y Lim , and Mohan Kankanhalli . 2018 . Trends and Trajectories for Explainable , Accountable and Intelligible Systems: An HCI Research Agenda. In CHI 2018. https://doi.org/10.1145/3173574.3174156 Ashraf Abdul, Jo Vermeulen, Danding Wang, Brian Y Lim, and Mohan Kankanhalli. 2018. Trends and Trajectories for Explainable, Accountable and Intelligible Systems: An HCI Research Agenda. In CHI 2018. https://doi.org/10.1145/3173574.3174156

2. Leonard Adelman , James Gualtieri , and Suzanne Stanford . 1995. Examining the effect of causal focus on the option generation process: An experiment using protocol analysis. Organizational Behavior and Human Decision Processes ( 1995 ). https://doi.org/10.1006/obhd.1995.1005 Leonard Adelman, James Gualtieri, and Suzanne Stanford. 1995. Examining the effect of causal focus on the option generation process: An experiment using protocol analysis. Organizational Behavior and Human Decision Processes (1995). https://doi.org/10.1006/obhd.1995.1005

3. Elena Agapie , Bonnie Chinh , Laura  R Pina , Diana Oviedo , Molly  C Welsh , Gary Hsieh , and Sean Munson . 2018 . Crowdsourcing Exercise Plans Aligned with Expert Guidelines and Everyday Constraints. In CHI 2018. ACM, 324. https://doi.org/10.1145/3173574.3173898 Elena Agapie, Bonnie Chinh, Laura R Pina, Diana Oviedo, Molly C Welsh, Gary Hsieh, and Sean Munson. 2018. Crowdsourcing Exercise Plans Aligned with Expert Guidelines and Everyday Constraints. In CHI 2018. ACM, 324. https://doi.org/10.1145/3173574.3173898

4. Interpreting Idea Maps: Pairwise Comparisons Reveal What Makes Ideas Novel

5. T. Amabile. 1996. Creativity In Context. https://doi.org/10.4324/9780429501234 T. Amabile. 1996. Creativity In Context. https://doi.org/10.4324/9780429501234

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