This is a machine learing model used to help predict the success of online environemntal crowdfunding projects.
The model make use of the following pesuasion strategies and the related linguistic feature:
| Persuasion Strategy | Lingistic Feature |
|---|---|
| Message Framing | positive_sentiment negative_sentiment overall_sentiment |
| Psychological Distancing | personal_pronouns |
| Concreteness | time percentage |
| Impact and Value | environmental_commitment |
The research paper was presented in the 2023 Computing Conference, titled An Analysis on the Importance of Persuasion Strategies in Environmental-Oriented Online Crowdfunding Projects.
You can find the full paper on Springer