Faculty of Information Technology, BUT

Publication Details

Towards Online Data Mining System for Enterprises

KUPČÍK Jan and HRUŠKA Tomáš. Towards Online Data Mining System for Enterprises. In: Proceedings of the 7th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2012). Wrocław: SciTePress - Science and Technology Publications, 2012, pp. 187-192. ISBN 978-989-8565-13-6.
Czech title
Systém pro dolování z dat pro podniková prostředí
Type
conference paper
Language
english
Authors
Keywords
Data Mining System, Knowledge Discovery, Data Stream, OLAP
Abstract
As the amount of generated and stored data in enterprises increases, the significance of fast analyzing of this data rises. This paper introduces data mining system designed for high performance analyses of very large data sets, and presents its principles. The system supports processing of data stored in relational databases and data warehouses as well as processing of data streams, and discovering knowledge from these sources with data mining algorithms. To update the set of installed algorithms the system does not need a restart, so high availability can be achieved. Data analytic tasks are defined in a programming language of the Microsoft .NET platform with libraries provided by the system. Thus, experienced users are not limited by graphical designers and their features, and are able to create complex intelligent analytic tasks. For storing and querying results a special storage system is outlined.
Annotation
Published
2012
Pages
187-192
Proceedings
Proceedings of the 7th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2012)
Conference
7th International Conference on Evaluation of Novel Approaches to Software Engineering, Wroclaw, PL
ISBN
978-989-8565-13-6
Publisher
SciTePress - Science and Technology Publications
Place
Wrocław, PL
BibTeX
@INPROCEEDINGS{FITPUB10005,
   author = "Jan Kup\v{c}\'{i}k and Tom\'{a}\v{s} Hru\v{s}ka",
   title = "Towards Online Data Mining System for Enterprises",
   pages = "187--192",
   booktitle = "Proceedings of the 7th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE 2012)",
   year = 2012,
   location = "Wroc\law, PL",
   publisher = "SciTePress - Science and Technology Publications",
   ISBN = "978-989-8565-13-6",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/10005"
}
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