Intelligent Data Analysis in the EMERCOM Information System

International Conference on Information Technologies in Business and Industry 2016

计算机科学;经济学;工业技术

Elena, Sharafutdinova^1 ; Tatiana, Avdeenko^1 ; Bakaev, Maxim^1

Novosibirsk State Technical University, 20, Karla Marksa Ave., Novosibirsk

630073, Russia^1

关键词: Data mining applications;    General description;    Information spaces;    Information system development;    Intelligent analysis;    Intelligent data analysis;    International operations;    Russian Ministry of Emergencies;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/803/1/012142/pdf
DOI  :  10.1088/1742-6596/803/1/012142

来源: IOP

【 摘 要 】

The paper describes an information system development project for the Russian Ministry of Emergency Situations (MES, whose international operations body is known as EMERCOM), which was attended by the representatives of both the IT industry and the academia. Besides the general description of the system, we put forward OLAP and Data Mining-based approaches towards the intelligent analysis of the data accumulated in the database. In particular, some operational OLAP reports and an example of multi-dimensional information space based on OLAP Data Warehouse are presented. Finally, we outline Data Mining application to support decision-making regarding security inspections planning and results consideration.