Formal Concept Analysis: Mathematical Foundations
Formal Concept Analysis: Mathematical Foundations
Automatic construction of multifaceted browsing interfaces
Proceedings of the 14th ACM international conference on Information and knowledge management
Theories of cognition and image categorization: What category labels reveal about basic level theory
Journal of the American Society for Information Science and Technology
Reducing the Representation Complexity of Lattice-Based Taxonomies
ICCS '07 Proceedings of the 15th international conference on Conceptual Structures: Knowledge Architectures for Smart Applications
DVDSleuth: A Case Study in Applied Formal Concept Analysis for Navigating Web Catalogs
ICCS '07 Proceedings of the 15th international conference on Conceptual Structures: Knowledge Architectures for Smart Applications
Extracting key terms from noisy and multitheme documents
Proceedings of the 18th international conference on World wide web
Nearly-automated metadata hierarchy creation
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
An intelligent user interface for browsing and searching MPEG-7 images using concept lattices
CLA'06 Proceedings of the 4th international conference on Concept lattices and their applications
Hi-index | 0.00 |
Within the cultural informatics community, there is a strong desire to mine and understand relationships within and among collections of objects. In this paper we describe a case study of applied Formal Concept Analysis to cultural heritage and art collections. We base our inter-disciplinary research on our development of a navigation framework that drives the Virtual Museum of the Pacific - an FCA-based application that employs a conceptual neighbourhood paradigm for browsing concept lattices. We also utilise a feature called conceptual similarity that allows users to search for similar objects and hence promote knowledge discovery of the objects within the collection. We describe how we can construct a meaningful information space derived from museum documentation while considering complexity and associated performance issues of large formal contexts. We report the resulting lattice structure, user experience and relevance of our FCA-based application in browsing and exploring objects from a cultural domain. Our research is an applied case study of term extraction and context creation based on datasets from the Australian Museum and Powerhouse Museum collections.