A new approach enables classifying user engagement behaviour on crowdsourcing platforms
user contributions, fosters collaboration and community building, facilitates knowledge sharing and learning, promotes long-term commitment, and drives platform growth and reputation. Long-term user engagement [...] engage with online idea crowdsourcing platforms as a short-term or long-term user, applying a machine learning model that boasts 96% accuracy. By utilizing Explainable Artificial Intelligence (XAI)-SHapley Additive