AGENT-BASED APPROACH TO THE MULTIDIMENSIONAL DATA ANALYSIS IN UNIVERSITY
Abstract
High school management include processing of large volumes diverse data that accumulate in the form of various, often unrelated, sets. Management problems require the creation of multi-dimensional analysis systems that satisfies specific needs of different users categories and allows to find hidden connections and patterns, detect ways to improve quality of single departments and whole university. Ensuring of diverse information needs possible if will be created multi-agent system, where in each of agents will solve their problems, at the same time working with a common data repository. This article includes analyzes methods of multidimensional data analysis, goals and technology of agents and proposes conceptual model of a multi-agent platform for management of educational process.
About the Authors
A. M. Zhaydarova
Al-Farabi Kazakh National University
Kazakhstan
Kazakhstan
Institute of Information Technology, Al-Farabi Kazakh National University, Almaty, Kazakhstan.
Sh. A. Dzhomartova
Al-Farabi Kazakh National University
Kazakhstan
Kazakhstan
Doctor of Technical Sciences, Associate Professor, Al-Farabi Kazakh National University, Almaty, Kazakhstan.
Zh. D. Mamykova
Al-Farabi Kazakh National University
Kazakhstan
Kazakhstan
Candidate of Technical Sciences, Director of the Institute of Information Technologies and Innovation Development, Al-Farabi Kazakh National University, Almaty, Kazakhstan
L. K. Bobrov
Novosibirsk State University of Economics and Management
Russian Federation
Russian Federation
Doctor of Engineering, Professor, Novosibirsk State University of Economics and Management, Novosibirsk, Russia.
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Review
For citations:
Zhaydarova A.M., Dzhomartova Sh.A., Mamykova Zh.D., Bobrov L.K. AGENT-BASED APPROACH TO THE MULTIDIMENSIONAL DATA ANALYSIS IN UNIVERSITY. Vestnik NSUEM. 2015;(4):330-338. (In Russ.)
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