The overall structure of the Web data Mining Repository

Autor

  • Tetyana Shatovska Kharkiv National University of Radioelectronics Lenina 16, Kharkov, Ukraine, 61166, Ukraine

DOI:

https://doi.org/10.15587/2313-8416.2015.36747

Słowa kluczowe:

Repository, Data Mining, Ontology, Multiagent system, Intelligent agent, Database, Jadex

Abstrakt

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.

Biogram autora

Tetyana Shatovska, Kharkiv National University of Radioelectronics Lenina 16, Kharkov, Ukraine, 61166

Associate Professor

Department of Software Engineering

Bibliografia

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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Opublikowane

2015-01-25

Numer

Dział

Technical Sciences