An application of data mining and knowledge discovery process in the field of natural gas exploration

Author

Acar, Mehmet Akif ; Tolun, Mehmet R. ; Elbasi, Ersin

Author_Institution

Dept. of Comput. Eng., Cankaya Univ., Ankara, Turkey

fYear

2014

fDate

15-17 Oct. 2014

Firstpage

1

Lastpage

6

Abstract

Natural gas exploration has been shifting significantly in the last decades with the progression of new ingenious technologies. However, such technologies generates large amount of data sets and handling of them create problems such as interpretation of data. To solve such problems Data Mining techniques could be used. This work includes the application procedure of Data Mining and Knowledge Discovery to Natural Gas Well Log data using a set of algorithms and a decent Data Mining tool. And the success of each algorithm in terms of the amount of useful rules is compared.

Keywords

data mining; manufacturing data processing; natural gas technology; data handling; data interpretation; data mining tool; data sets; knowledge discovery process; natural gas exploration; natural gas well log data; Accuracy; Classification algorithms; Data mining; Databases; Natural gas; Prediction algorithms; Rocks; Data Mining; Knowledge Discovery; Natural Gas Exploration; Oil & Gas;

fLanguage

English

Publisher

ieee

Conference_Titel

Application of Information and Communication Technologies (AICT), 2014 IEEE 8th International Conference on

Conference_Location

Astana

Print_ISBN

978-1-4799-4120-9

Type

conf

DOI

10.1109/ICAICT.2014.7035957

Filename

7035957