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Analysis of a Vector Space Model, Latent Semantic Indexing and Formal Concept Analysis for Information Retrieval Cover

Analysis of a Vector Space Model, Latent Semantic Indexing and Formal Concept Analysis for Information Retrieval

Open Access
|Mar 2013

References

  1. 1. Ahmad, I. S. Text-Based Image Indexing and Retrieval using Formal Concept Analysis. - KSII Transactions on Internet and Information Systems, Vol. 2, 2008, No 3, 150-170.10.3837/tiis.2008.03.002
  2. 2. Kumar, A. C., S. Srinivas. Latent Semantic Indexing Using Eigen Value Analysis for Efficient Information Retrieval. - International Journal of Applied Mathematics and Computer Science, Vol. 16, 2006, No 4, 551-558.
  3. 3. Kumar, A. C., S. Srinivas. Concept Lattice Reduction Using Fuzzy k Means Clustering. - Expert Systems with Applications, Vol. 37, 2010, No 3, 2696-2704.10.1016/j.eswa.2009.09.026
  4. 4. Kumar, A. C., S. Srinivas. Mining Associations in Health Care Data Using Formal Concept Analysis and Singular Value Decomposition. - Journal of Biological Systems, Vol. 18, 2010, No 4, 787-807.10.1142/S0218339010003512
  5. 5. Kumar, A. C., S. Srinivas. On the Performance of Latent Semantic Indexing Based Information Retrieval. - Journal of Computing and Information Technology, Vol. 17, 2009, No 3, 259-264.10.2498/cit.1001268
  6. 6. Kumar, A. C., S. Srinivas. A Note on the Effect of Term Weighting on Selecting Intrinsic Dimensionality of Data. - Cybernetics and Information Technologies, Vol. 9, 2009, No 1, 5-12.
  7. 7. Kumar, A. C. Fuzzy Clustering Based Formal Concept Analysis for Association Rules Mining. - Applied Artificial Intelligence, 2012.10.1080/08839514.2012.648457
  8. 8. Kumar, A. C. Knowledge Discovery in Data Using Formal Concept Analysis and Random Projections. - International Journal of Applied Mathematics and Computer Science, Vol. 21, 2011, No 4, 745-756.10.2478/v10006-011-0059-1
  9. 9. Kumar, A. C. Analysis of Unsupervised Dimensionality Reduction Techniques. - Computer Science and Information Systems, Vol. 6, 2009, No 2, 217-227.10.2298/CSIS0902217K
  10. 10. Kumar, A. C., S. Srinivas. A Note on Weighted Fuzzy k-Means Clustering for Concept Decomposition. - Cybernetics and Systems, Vol. 41, 2010, No 6, 455-467.10.1080/01969722.2010.500861
  11. 11. Becker, P., P. Eklund. Prospectus for Document Retrieval Using Formal Concept Analysis. - In: Proceedings of 6th Australasian Document Computing Symposium, 2001.
  12. 12. Berry, M. W. et al. Matrices, Vector Spaces, and Information Retrieval. - SIAM Review, Vol. 41, 1999, No 2, 335-362.10.1137/S0036144598347035
  13. 13. Carpineto, C., G. Romano. Concept Data Analysis: Theory and Applications. John Wiley and Sons, 2004.10.1002/0470011297
  14. 14. Carpineto, C., G. Romano. Using Concept Lattices for Text Retrieval and Mining. Formal Concept Analysis: Foundations and applications, LNCS 3626, 2005, 161-179.10.1007/11528784_9
  15. 15. Codocedo, V., C. Taramasco, H. Astudillo. Cheating to Achieve Formal Concept Analysis over a Large Formal Context. - In: Proceedings of the Concept Lattices and Their Applications, 2011, 349-362.
  16. 16. Deerwester, S., S. Dumais, G. Furnas, T. Landauer, R. Harshman. Indexing by Latent Semantic Analysis. - Journal of American Society for Information Science, Vol. 41, 1990, No 6, 391-407.10.1002/(SICI)1097-4571(199009)41:6<;391::AID-ASI1>3.0.CO;2-9
  17. 17. Diaz-Agudo, B., P. A. Gonzalez-Calero. Formal Concept Analysis as a Support Technique for CBR. - Knowledge Based Systems, Vol. 14, 2004, 163-171.10.1016/S0950-7051(01)00093-4
  18. 18. Dominich, S. The Modern Algebra of Information Retrieval. Springer, 2008.
  19. 19. Eklund, P., P. Goodall, T. Wray. Information Retrieval and Social Tagging for Digital Libraries using Formal Concept Analysis. - In: Proceedings of International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future, 2010, 1-6.10.1109/RIVF.2010.5633402
  20. 20. Evangelopoulos, N., Z. Zhang, V. R. Prybutok. Latent Semantic Analysis: Five Methodological Recommendations. - European Journal of Information Systems, Vol. 21, 2012, 70-86.10.1057/ejis.2010.61
  21. 21. Formica, A. Semantic Web Search Based on Rough Sets and Formal Concept Analysis. Knowledge Based Systems, 2011.10.1016/j.knosys.2011.06.018
  22. 22. Ganter, B., R. Wille. Formal Concept Analysis: Mathematical Foundations. Berlin, Springer, 1999.10.1007/978-3-642-59830-2
  23. 23. Hossain, M. M., V. Prybutok, N. Evangelopoulos. Casual Latent Semantic Analysis: An Illustration. - International Business Research, Vol. 4, 2011, No 2, 38-50.10.5539/ibr.v4n2p38
  24. 24. Nizar, M., M. D. Devignes, A. Napoli, M. Smail-Tabbone. BR-Explorer: An FCA Based Algorithm for Information Retrieval. - In: Proceedings of 4th International Conference on Concept Lattices and Their Applications, 2006, 285-290.
  25. 25. Poshyvanyk, D., A. Marcus. Combining Formal Concept Analysis with Information Retrieval for Concept Location in Source Code. - In: Proceedings of the 15th IEEE International Conference on Program Comprehension, 2007, 37-48.10.1109/ICPC.2007.13
  26. 26. Poshyvanyk, D., M. Gethers, A. Marcus. Concept Location using Formal Concept Analysis and Information Retrieval. ACM Transactions on Software Engineering and Methodology, 2012 (to appear).10.1145/2377656.2377660
  27. 27. Priss, U. Formal Concept Analysis in Information Science. - Annual Review of Information Science and Technology, Vol. 40, 2007, 521-543.10.1002/aris.1440400120
  28. 28. Priss, U. Lattice Based Information Retrieval. - Knowledge Organization, Vol. 27, 2000, No 3, 132-142.
  29. 29. Rajapakse, R. K., M. Denham. Text Retrieval with More Realistic Concept Matching and Reinforcement Learning. - Information Processing and Management, Vol. 42, 2006, 1260-1275.10.1016/j.ipm.2005.12.005
  30. 30. Snasel, V., P. Gajdos, M. D. A. Hussam, M. Polovincak. Using Matrix Decompositions in Formal Concept Analysis. - In: Proceedings of 10th International Conference on Information System Implementation & Modeling, 2007, 121-128.
  31. 31. Srinivas, S., A. C. Kumar. Optimizing Heuristics in Latent Semantic Indexing for Effective Information Retrieval. - Journal of Information and Knowledge Management, Vol. 5, 2006, No 2, 97-105.10.1142/S0219649206001359
  32. 32. Stumme, G. Formal Concept Analysis. Handbook of Ontologies. Springer, 2009, 177-199.10.1007/978-3-540-92673-3_8
  33. 33. Wang, Q., J. Hu, H. Li, N. Craswell. Regularized Latent Semantic Indexing. - In: Proceedings of the 34th ACM SIGIR Conference on Research and Development in Information Retrieval, 2011, 685-694.10.1145/2009916.2010008
  34. 34. Yassine, D. Extended Galois Derivation Operators for Information Retrieval Based on Fuzzy Formal Concept Lattice. - In: Proceedings of Scalable Uncertainty Management, LNAI 6929, 2011, 346-358.10.1007/978-3-642-23963-2_27
  35. 35. Yates, R. B., B. R. Neto. Modern Information Retrieval. New Delhi, Pearson Education, 2004.
DOI: https://doi.org/10.2478/cait-2012-0003 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 34 - 48
Published on: Mar 13, 2013
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2013 Ch. Aswani Kumar, M. Radvansky, J. Annapurna, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons License.