Explainable Artificial Intelligence (AI) and
Benefits for Business Applications
Chasity Nadeau – Masters of Business Intelligence and Analytics – Class of 2022
Jeannine Shantz, MSIT – Certificate in Cyber Analytics - 2022
We are very grateful for the mentorship and support of Marcello Balduccini, Saint Joseph’s University, and Edward Griffor, National Institute of Standards and Technology (NIST).
Portions of this publication and research effort are made possible through the help and support of NIST via cooperative agreement 70NANB19H102.
Video Presentation
References
Castro, F. (2018, August 14). OKR: Learn Google's Goal System with Examples and Templates. Felipe Castro - OKR Trainer, Speaker, Author. https://felipecastro.com/en/okr/what-is-okr/.
Gallagher, W. (2020, August 20). One year later, the Apple Card is a huge but controversial success. AppleInsider. https://appleinsider.com/articles/20/08/20/one-year-later-the-apple-card-is-a-huge-but-controversial-success.
Griffor, E. R., Greer, C., Wollman, D. A., & Burns, M. J. (2017, June 26). Framework for Cyber-Physical Systems: Volume 1, Overview. NIST. https://www.nist.gov/publications/framework-cyber-physical-systems-volume-1-overview.
Lawton, G. (2020, April 21). 4 explainable AI techniques for machine learning models. SearchEnterpriseAI. https://searchenterpriseai.techtarget.com/feature/How-to-achieve-explainability-in-AI-models.
Nasiripour, S., & Natarajan, S. (2019, November 10). Apple Co-Founder Says Goldman’s Apple Card Algorithm Discriminates. Bloomberg.com. https://www.bloomberg.com/news/articles/2019-11-10/apple-co-founder-says-goldman-s-apple-card-algo-discriminates.
NIST. (2017, June 14). About NIST. NIST. https://www.nist.gov/about-nist.
OKR and KPIs. All KPIs. (2020, March 16). https://allkpis.com/okr_and_kpis.
Reuters. (2019, November 11). Goldman faces probe after entrepreneur claims gender bias in Apple Card algorithm. VentureBeat. https://venturebeat.com/2019/11/11/goldman-faces-probe-after-entrepreneur-claims-gender-bias-in-apple-card-algorithm/.
Robin.materese@nist.gov. (2017, June 14). About NIST. NIST. https://www.nist.gov/about-nist.
Turek, M. (0AD). Explainable Artificial Intelligence (XAI). DARPA RSS. https://www.darpa.mil/program/explainable-artificial-intelligence.
Vincent, J. (2019, November 11). Apple's credit card is being investigated for discriminating against women. The Verge. https://www.theverge.com/2019/11/11/20958953/apple-credit-card-gender-discrimination-algorithms-black-box-investigation.