Abstract
Managing knowledge is a difficult and slippery enterprise. A wide variety of technologies have to be invoked in providing support for knowledge requirements, ranging from the acquisition, modelling, maintenance, retrieval, reuse and publishing of knowledge. Any toolset capable of providing support for these would be valuable as its effects would percolate down to all the application domains structured around the domain representation. Given the generic structure of the lattice building algorithms in Formal Concept Analysis, we undertook a set of experiments to examine its potential utility in knowledge technologies. We elaborate on our experiences and speculate on the opportunities lying ahead for a larger uptake of Formal Concept Analysis approaches.
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References
AKT. AKT Reference Ontology, http://www.aktors.org/ontology/2003
Alani, H., Dasmahapatra, S., O’Hara, K., Shadbolt, N.: Identifying Communities of Practice through Ontology Network Analysis. IEEE Intelligent Systems 18(2), 18–25 (2003)
Bain, M.: Inductive Construction of Ontologies from Formal Concept Analysis. In: Ganter, B., de Moor, A., Lex, W. (eds.) ICCS 2003. LNCS (LNAI), vol. 2746, Springer, Heidelberg (2003)
Borgida, A.: On the Relative Expressiveness of Description Logics and Predicate Logics. Artificial Intelligence 82(1-2), 353–367 (1996)
Chen-Burger, Y.-H.: AKT Research Map v.2.0 (2003), http://www.aiai.ed.ac.uk/~jessicac/project/akt-map-html/top-level.html
Cole, R., Stumme, G.: CEM - a Conceptual email Manager. In: Proceedings of the 8th International Conference on Conceptual Structures (ICCS 2000), Darmstadt, Germany (August 2000)
Delugach, H., Lampkin, B.: Troika: Using Grids,Lattices and Graphs in Knowledge Acquisition. In: Proceedings of the 8th International Conference on Conceptual Structures (ICCS 2000), Darmstadt, Germany (August 2000)
Ganter, B., Wille, R.: Formal Concept Analysis: mathematical foundations. Springer, Heidelberg (1999) ISBN: 3-540-62771-5
Hahn, U., Schulz, S., Romacker, M.: Part-Whole Reasoning: A Case Study in Medical Ontology Engineering. IEEE Intelligent Systems 14(5), 59–67 (1999)
Hotho, A., Stumme, G.: Conceptual Clustering of Text Clusters. In: Proceedings of the Machine Learning Workshop (FGML 2002), Hannover, Germany (October 2002)
Kalfoglou, Y.: Applications of FCA in AKT (2003), http://www.aktors.org/technologies/fca
Kim, M., Compton, P.: Incremental Development of Domain-Specific Document Retrieval Systems. In: Proceedings of the 1st International Conference on Knowledge Capture (KCap 2001), Victoria, BC, Canada (October 2001)
Priss, U.: Formalizing Botanical Taxonomies. In: Ganter, B., de Moor, A., Lex, W. (eds.) ICCS 2003. LNCS (LNAI), vol. 2746, Springer, Heidelberg (2003)
Schmitz, C., Staab, S., Studer, R., Tane, J.: Accessing Distributed Learning Repositories through a Courseware Watchdog. In: Proceedings of the E-Learn 2002 world conference on e-learning in corporate, government, healthcare 4 higher education, Montreal, Canada (October 2002)
Thalheim, B.: Entity Relationship Modeling. Springer, Heidelberg (December 1999), ISBN: 3540-6547-04
Tilley, T.: A Software Modelling Exercise using FCA. In: Ganter, B., de Moor, A., Lex, W. (eds.) ICCS 2003. LNCS (LNAI), vol. 2746, Springer, Heidelberg (2003)
Yevtushenko, S.: System of Data Analysis Concept Explorer. In: Proceedings of the 7th National Conference on Artificial Intelligence (KII 2000), Russia, pp. 127–134 (2000) (in Russian)
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Kalfoglou, Y., Dasmahapatra, S., Chen-Burger, YH. (2004). FCA in Knowledge Technologies: Experiences and Opportunities. In: Eklund, P. (eds) Concept Lattices. ICFCA 2004. Lecture Notes in Computer Science(), vol 2961. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-24651-0_23
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DOI: https://doi.org/10.1007/978-3-540-24651-0_23
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