Deep Learning the Donor Journey with Convolutional and Recurrent Neural Networks

Author:

Lee Greg,Raghavan Ajith Kumar,Hobbs Mark

Publisher

Springer Singapore

Reference23 articles.

1. USA, G.: Giving USA 2019: Americans gave \$427.71 billion to charity in 2018 AMID complex year for charitable giving|giving USA. https://givingusa.org/giving-usa-2019-americans-gave-427-71-billion-to-charity-in-2018-amid-complex-year-for-charitable-giving/#:~:text=CHICAGO%20%5BJune%2018%2C%202019%5D,on%20Philanthropy%20for%20theYear%202018

2. Levis, B., Miller, B.: 2018 fundraising effectiveness survey report (2018). http://afpfep.org/reports/download/

3. Fundmetric: AI to Maximize Donor Lifetime Value (2021)

4. Lee, G., Raghavan, A., Hobbs, M.: Machine Learning the Donor Journey. Advances in Artificial Intelligence: Proceedings of the 33rd Canadian Artificial Intelligence Conference, pp. 368–374 (2020)

5. Haydon, J.: How to write your best fundraising emails|social media today. https://www.socialmediatoday.com/content/how-write-your-best-fundraising-emails

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1. Effects of Feature Types on Donor Journey;Lecture Notes in Computer Science;2024

2. Optimizing the Feature Set for Machine Learning Charitable Predictions;AI 2022: Advances in Artificial Intelligence;2022

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