Knowledge Graphs and Hypertext: Interaction with Rich Knowledge Structures (ACM Hypertext Conference )
London, UK
Event: ACM Hypertext Conference
Hypertexts combine rich knowledge structures with ways of exploring them. Structured knowledge representations have been developed across domains ranging from digital humanities to scientific research. Recently, knowledge graphs have emerged as an important framework for knowledge representation. They are applied in services such as Wikidata and the Google Knowledge Graph. This workshop will consider how knowledge graphs and related structured knowledge can provide a foundation for different types of user interaction such as argumentation and issue-based information systems, explanations, guided tours, and adaptive personalization. And conversely, how knowledge structures can be extended to support these modes of interaction. There are many areas to be examined, such as extensions to ontologies, capturing the evolution of knowledge, and the relationship to LLMs.
Topics:
? Digital humanities, history, eScience, healthcare, and medicine
? Argumentation and explanatory systems
? Semantic and linguistic foundations such as ontologies and discourse
? User models, session models, and student models for large-scale adaptive hypertext
? Coordination among knowledge resources and scaling up
? Applications of LLM RAGs and embeddings
? Conceptual models and high-level knowledge structures
? Evaluations and empirical data on the use of knowledge graphs
? Interaction with dynamic and evolving knowledge graphs
? Narrative, games, and tutoring
Robert Allen