The overall structure of the Web data Mining Repository
DOI :
https://doi.org/10.15587/2313-8416.2015.36747Mots-clés :
Repository, Data Mining, Ontology, Multiagent system, Intelligent agent, Database, JadexRésumé
The article discusses an approach of multi-agent system building which allow users to work with statistical data. Repository is based on the idea of ontological models implementation and idea of their interaction through the set of the intelligent agents. This approach will allow a meaningful way to select a required datasets according to the given problem domain, as well as add new data sets using their meta descriptions.
Références
Asuncion, A., Newman, D. J. (2007). UCI Machine Learning Repository. University of California, School of Information and Computer Science, Irvine, CA. Available at: http://www.ics.uci.edu/~mlearn/MLRepository.html
Blake, C. L., Mer, C. J. (2001). UCI repository of machine learning databases. Available at: http://www.ics.uci.edu/~mlearn/ML - Repository.html
Pearson, S., Mont, M., Bramhall, P. (2004). An Adaptive Privacy Management System For Data Repositories. Trusted Systems Laboratory, Hewlett-Packard Laboratories, Bristol, UK. Available at: http://www.hpl.hp.com/techreports/2004/HPL-2004-211.pdf
Cunningham, K., Kenneth, R., Koedinger, Skogsholm, A., Leber, B. (2008). An open repository and analysis tools for fine-grained longitudinal learner data. Human Computer Interaction Institute, Carnegie Mellon University. Available at: http://www.educationaldatamining.org/EDM2008/uploads/proc/16_Koedinger_45.pdf
Xie, T., Pei, J. (2006). JMAPO: mining API usages from open source repositories. In: Proceedings of the International Workshop on Mining Software Repositories (MSR '06), ACM Press, New York, 54–57. Available at: http://people.engr.ncsu.edu/txie/publications/msr06-mapo.pdf
Zimmermann, T. (2006). Knowledge Collaboration by Mining Software Repositories. Saarland University, Saarbrucken, Germany. Available at: http://thomas-zimmermann.com/publications/files/zimmermann-kcsd-2006.pdf
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(c) Tous droits réservés Tetyana Shatovska 2015
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