The Necessity and Ways to Develop the methodology of Management Decision Making Support for Innovative Development of Mining Regions in Russia
Sergey Lazarenko, Georgiy Dubov, Andrei Zykov, Anastasia Shirokolobova
Available Online October 2016.
- https://doi.org/10.2991/coal-16.2016.19How to use a DOI?
- decision making support, mining region, innovative development, management solutions, information technology.
- The paper describes the development of a complex method of decision making support for the objectives of the Russian Federation innovative development with regard to the specific conditions of mining regions of the country. The extremely large amount of unstructured and poorly structured information in the field of mining industry makes it very difficult formanagers and industry experts make effective decisions in the aspects of safety, accidents, efficiencyand innovative management. The new methodology makes provisions for wider range of information and equipment measures fordecision making supportfor innovative development of mining regions of Russia. The theoretical basis of this study is Data Mining paradigm, which is based on the concept of samples (patterns) reflecting fragments of the multifaceted relations of the incoming data. A special case of the Data Mining is the Text Miningtechnology, which is implemented in decision support systems (DSS). When applied to a wide range of generated branch information, this technology allows creating knowledge bases in the field of mining production management, which increase the efficiency of managers' decision making in the public and commercial branches of industry
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Sergey Lazarenko AU - Georgiy Dubov AU - Andrei Zykov AU - Anastasia Shirokolobova PY - 2016/10 DA - 2016/10 TI - The Necessity and Ways to Develop the methodology of Management Decision Making Support for Innovative Development of Mining Regions in Russia BT - 8th Russian-Chinese Symposium “Coal in the 21st Century: Mining, Processing, Safety" PB - Atlantis Press SP - 99 EP - 102 SN - 2352-5401 UR - https://doi.org/10.2991/coal-16.2016.19 DO - https://doi.org/10.2991/coal-16.2016.19 ID - Lazarenko2016/10 ER -