1. Introduction
2. Terminology Definition
3. Integrating Structured Knowledge Into Story Generation: A Taxonomy
4. Knowledge-related Operations
5. Datasets
6. Evaluation Metrics
7. Discussion on Challenges
8. Future Directions
9. Conclusion