Hierarchical FCA-based conceptual model of text documents used in information retrieval system

SACI 2011 - 6th IEEE International Symposium on Applied Computational Intelligence and Informatics, Proceedings

Volumn , Issue , 2011, Pages 199-204

  Butka, P ^a   Pocsova, J ^a  

^a TECHNICAL UNIVERSITY OF KO ICE   (Slovakia)

Author keywords

[No Author keywords available]

Indexed keywords

AGGLOMERATIVE CLUSTERING; AGGLOMERATIVE CLUSTERING ALGORITHM; ANALYSIS AND DESIGN; CONCEPT HIERARCHIES; CONCEPT LATTICES; CONCEPTUAL MODEL; CONCEPTUAL MODELING; CONCEPTUAL SEARCH; FORMAL CONCEPT ANALYSIS; FULL-TEXT SEARCH; FUZZY VERSION; IN-PROCESS; KNOWLEDGE TECHNOLOGIES; MATRIX; PARTITIONAL CLUSTERING ALGORITHM; REAL VALUES; RELEVANT DOCUMENTS; TEXT DOCUMENT; VECTOR REPRESENTATIONS;

ARTIFICIAL INTELLIGENCE; CLUSTER ANALYSIS; CLUSTERING ALGORITHMS; INFORMATION SCIENCE; KNOWLEDGE BASED SYSTEMS; SEARCH ENGINES; SEMANTIC WEB; SEMANTICS; USER INTERFACES;

INFORMATION RETRIEVAL;

EID: 79959990080     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SACI.2011.5872999     Document Type: Conference Paper

References (9)

1. B. Ganter, R. Wille, "Formal Concept Analysis," Springer Verlag. 1997.
2. S. Krajci, "Clustering Algorithm Via Fuzzy Concepts", In proceedings of DATESO, 2003, pp. 94-100.
3. P. Butka, "Combination of problem reduction techniques and fuzzy FCA approach for building of conceptual models from textual documents (in Slovak)", in Znalosti 2006, 5th annual conference, Ostrava, pp. 71-82, 2006.
4. M. Dittenbach, D. Merkl, A. Rauber, "Using growing hierarchical self-organizing maps for document classification", in Proc. of European Symposium on Artificial Neural Networks - ESANN 2000, Bruges, Belgium, pp.7-12, 2000.
5. R. Belohlavek, "Concept Lattices and Formal Concept Analysis (in Czech)", in Znalosti 2004, pp. 66-84, 2004.
6. P. Bednar, P. Butka, J. Paralic, "Java Library for Support of Text Mining and Retrieval", in Proceedings of Znalosti 2005, Stara lesna, Slovakia, pp.162-169, 2005.
7. T.T. Quan, S.C. Hui, T.H. Cao, "A Fuzzy FCA-based Approach to Conceptual Clustering for Automatic Generation of Concept Hierarchy on Uncertainty Data", in Proceedings of CLA conference, Ostrava, pp. 1-12, 2004.
8. P. Butka, M. Sarnovsky, P. Bednar, "One Approach to Combination of FCA-based Local Conceptual Models for Text Analysis - Grid-based approach", in Proceedings of the 6th International Symposium on Applied Machine Intelligence 2008, SAMI 2008, Herlany, Slovakia, pp. 131-135, 2008.
9. P. Butka, "Ontology building methods for the semantic web", Dissertation thesis, Technical University of Kosice, Department of Cybernetics and Artificial Intelligence, Slovakia, 2010.