Jermain Kaminski
Biographic Data
| ID | 10925752 |
|---|---|
| NAME | Jermain Kaminski |
| GIVEN NAMES | Jermain |
| FAMILY NAME | Kaminski |
| SIGNATURE | KAMINSKI J |
| AFFILIATIONS | Maastricht University |
| ORCID | 0000-0002-1797-9281 |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2020 |
| LATEST PUBLICATION YEAR | 2020 |
| H-INDEX | 0 |
Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals
This paper introduces a neural network and natural language processing approach to predict the outcome of crowdfunding startup pitches using text, speech, and video metadata in 20,188 crowdfunding campaigns. Our study emphasizes the need to understand crowdfunding from an investor’s perspective. Linguistic styles in crowdfunding campaigns that aim to trigger excitement or are aimed at inclusiveness are better predictors of campaign success than f…
No prominent works on this page.
Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals
This paper introduces a neural network and natural language processing approach to predict the outcome of crowdfunding startup pitches using text, speech, and video metadata in 20,188 crowdfunding campaigns. Our study emphasizes the need to understand crowdfunding from an investor’s perspective. Linguistic styles in crowdfunding campaigns that aim to trigger excitement or are aimed at inclusiveness are better predictors of campaign success than f…
Action (physics (1 works) · Advertising (1 works) · Business (1 works) · Computer Science (1 works) · Digital Marketing and Social Media (1 works) · Entrepreneurship (1 works) · FinTech, Crowdfunding, Digital Finance (1 works) · Marketing (1 works) · Microfinance and Financial Inclusion (1 works) · Perception (1 works)