Overview
This editorial highlights a call for papers for an upcoming special issue of ACM Transactions on Intelligent Systems and Technology (TIST). The focus is on the integration of knowledge-driven methods, such as ontologies and knowledge graphs, with large language models (LLMs) and generative AI to advance the fields of computational storytelling and narrative intelligence.
Background & Relevance
Interactive storytelling and computational models of narrative are crucial areas within artificial intelligence and machine learning. These fields explore how narratives can be constructed, understood, and utilized in various applications, including education, gaming, and cultural heritage. The integration of knowledge-driven methods with AI technologies can significantly enhance the capabilities of narrative systems, making them more effective and contextually aware. This special issue aims to foster interdisciplinary research that contributes to the evolution of narrative AI, addressing both technological advancements and ethical considerations.
Key Details
- Submission Deadline: December 1, 2025
- Topics of Interest Include:
- Knowledge representation for narrative structure and emotion
- Culturally-aware and constraint-driven language models
- Semantic interfaces for story authoring
- Narrative planning in robotics and explainable AI
- Ethical considerations and social impact of automated storytelling
- Applications and evaluation of narrative systems
- Reviews comparing symbolic and neural approaches to narrative AI
- Full Call for Papers (PDF): ACM TIST CFP
- Guest Editors: Belén Dìaz Agudo, Pasquale Lisena, Paul Mulholland, Maria Angela Pellegrino
- Contact for Questions: Maria Angela Pellegrino – mapellegrino@unisa.it
Eligibility & Participation
This call for papers is open to researchers and practitioners from various disciplines, including but not limited to semantic web, natural language processing, human-computer interaction, cognitive technologies, and digital creativity. Contributions that explore innovative applications of narrative intelligence in diverse contexts are particularly encouraged.
Submission or Application Guidelines
Interested contributors should prepare their manuscripts according to the guidelines outlined in the full call for papers. Submissions must be made by the specified deadline, ensuring that all contributions align with the thematic focus of the special issue.
More Information
The intersection of narrative AI and knowledge-driven methods represents a significant frontier in the AI/ML landscape. By enhancing storytelling capabilities through advanced computational models, researchers can contribute to more engaging and meaningful interactions across various domains. This special issue provides an opportunity to explore these innovative approaches and their implications for future research and application.
Conclusion
Researchers and practitioners are encouraged to consider submitting their work to this special issue of ACM TIST. The integration of knowledge-driven methods with narrative AI presents exciting opportunities for advancing the field. Explore this call for papers, prepare your submissions, and contribute to the ongoing dialogue in this vital area of research.
Category: CFP & Deadlines
Tags: narrative ai, interactive storytelling, knowledge graphs, semantic web, nlp, hci, generative ai, education, cognitive technologies, digital creativity, human-robot interaction, automated storytelling
