Conceptual Knowledge Structures

This volume collects cutting-edge research presented at the inaugural CONCEPTS 2024 conference, merging three major tracks in the field: Formal Concept Analysis, Concept Lattices, and Conceptual Structures. The eighteen full and four short peer-reviewed papers represent the latest international scholarship on mathematical foundations and computational methods for organizing and processing knowledge. Readers will find rigorous explorations of data analysis techniques, lattice theory applications, and the formal representation of complex information systems, making this a significant snapshot of the current state of conceptual knowledge engineering.

For researchers and graduate students in computer science, artificial intelligence, and data science, this proceedings offers a direct line to emerging methodologies for structuring semantic information and extracting meaningful patterns from data. The interdisciplinary nature of the contributions—spanning logic, order theory, and knowledge representation—ensures there are valuable insights for anyone developing intelligent systems that require a deep understanding of conceptual relationships and hierarchical data organization.