Formal Concept Analysis for Domain-Specific Document Retrieval Systems
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Browsing and searching MPEG-7 images using formal concept analysis
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
FCA-based browsing and searching of a collection of images
ICCS'06 Proceedings of the 14th international conference on Conceptual Structures: inspiration and Application
Formal concept analysis in knowledge discovery: a survey
ICCS'10 Proceedings of the 18th international conference on Conceptual structures: from information to intelligence
Exploring the information space of cultural collections using formal concept analysis
ICFCA'11 Proceedings of the 9th international conference on Formal concept analysis
Text mining scientific papers: a survey on FCA-Based information retrieval research
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
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Browsing images using Formal Concept Analysis (FCA) for conceptual representation, navigation and clustering was shown in the ImageSleuth projects [1,2,3]. To showcase the ideas and knowledge gained through ImageSleuth, the same techniques were applied to an information space built from a dynamic collection sourced from the Amazon.com on-line store. Using the Amazon.com catalog, conceptually similar DVDs are able to be discovered and viewed, and then used to explore the information space of their conceptual neighbourhood. A case study of the project --- called DVDSleuth --- is presented in this paper focusing on the history, results and difficulties encountered by the project. The shortcomings of our approach are analysed and reported as a guide for future projects using FCA techniques for information exploration using on-line Web catalogs.