AGENT-BASED APPROACH TO THE MULTIDIMENSIONAL DATA ANALYSIS IN UNIVERSITY
A.M. Zhaydarova1, Sh.A. Dzhomartova1, Zh.D. Mamykova1, L.K. Bobrov2
1Al-Farabi Kazakh National University, Al-Farabi Ave., 71, Almaty, 050040, Republic of Kazakhstan
2Novosibirsk State University of Economics and Management, Kamenskaya str., 56, Novosibirsk, 630099, Russia
Keywords: информационные системы, анализ данных, управление вузом, мультиагентные технологии, учебный процесс, information systems, data analysis, university management, multi-agent technology, educational process
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.
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