no code implementations • 13 Feb 2024 • Zijian Ding, Joel Chan
Complex data analysis inherently seeks unexpected insights through exploratory visual analysis methods, transcending logical, step-by-step processing.
1 code implementation • 20 Dec 2023 • Hen Emuna, Nadav Borenstein, Xin Qian, Hyeonsu Kang, Joel Chan, Aniket Kittur, Dafna Shahaf
We release data and code; we view BARcode as a step towards addressing the challenges that have historically hindered the practical application of BID to engineering innovation.
no code implementations • 11 Mar 2023 • Zijian Ding, Joel Chan
Large Language Models (LLMs) have demonstrated impressive text generation capabilities, prompting us to reconsider the future of human-AI co-creation and how humans interact with LLMs.
no code implementations • 27 Feb 2023 • Zijian Ding, Arvind Srinivasan, Stephen MacNeil, Joel Chan
Cross-domain analogical reasoning is a core creative ability that can be challenging for humans.
no code implementations • 19 Feb 2021 • Tom Hope, Ronen Tamari, Hyeonsu Kang, Daniel Hershcovich, Joel Chan, Aniket Kittur, Dafna Shahaf
Large repositories of products, patents and scientific papers offer an opportunity for building systems that scour millions of ideas and help users discover inspirations.
no code implementations • 25 Sep 2020 • Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan
Finally, we observed a strong preference by the human experts in our user study towards the visualizations recommended by our ML-based system as opposed to the rule-based system (5. 92 from a 7-point Likert scale compared to only 3. 45).
no code implementations • 19 Dec 2017 • Karni Gilon, Felicia Y Ng, Joel Chan, Hila Lifshitz Assaf, Aniket Kittur, Dafna Shahaf
Finding analogical inspirations in distant domains is a powerful way of solving problems.
no code implementations • 17 Jun 2017 • Tom Hope, Joel Chan, Aniket Kittur, Dafna Shahaf
The availability of large idea repositories (e. g., the U. S. patent database) could significantly accelerate innovation and discovery by providing people with inspiration from solutions to analogous problems.