DocumentCode
189090
Title
Research of Big Data Analysis on Rough Set and Electromagnetism-Like Mechanism Algorithm
Author
Shang Yun
Author_Institution
Inf. Eng. Dept., Lanzhou Vocational Tech. Coll., Lanzhou, China
fYear
2014
fDate
11-13 Sept. 2014
Firstpage
923
Lastpage
926
Abstract
The data volume and the complexity of query and analysis are the main features of big data analysis. Rough set theory is led in to enhance information processing capacity, electromagnetism-like mechanism algorithm can also avoid local optimum search, big data analysis system based on three-tier structure is built to deal with noise processing deficiencies and uncertain factors on data collection in previous analysis techniques. Some challenging research problems in the future are discussed.
Keywords
Big Data; data analysis; query processing; rough set theory; Big Data analysis; data collection; data volume; electromagnetism-like mechanism algorithm; information processing capacity; noise processing deficiencies; query complexity; rough set theory; three-tier structure; Algorithm design and analysis; Big data; Data analysis; Data mining; Databases; Optimization; Set theory; big data; electromagnetism-like mechanism algorithm; reduction; rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Information Technology (CIT), 2014 IEEE International Conference on
Conference_Location
Xi´an
Type
conf
DOI
10.1109/CIT.2014.173
Filename
6984780
Link To Document