Research and application of OLAM architecture

Author

Wang, Fushan

Author_Institution

Dept. of Comput. Sci. & Technol., Dezhou Univ., Dezhou, China

Volume

2

fYear

2010

fDate

21-24 May 2010

Abstract

For solving the two weaknesses of traditional data mining DM, combing data warehouse technology, OLAP technology and DM technology, we put forward an OLAM system model, and this model has been researched and applied. In this system, the OLAP and the DM attains the machine of certain degree to combine, user can participate to the whole analysis during the DM process, which makes the decision-making people and the analysis people observe data by the different angle, the different level and strengthens the function and flexibility of decision analysis, and thus is helpful in discovering a more reasonable pattern to provide more supports for the user.

Keywords

data mining; data warehouses; decision making; software architecture; DM technology; OLAM architecture; OLAM system model; OLAP technology; data mining; data warehouse technology; decision analysis; decision making; on-line analytical mining process; Algorithm design and analysis; Data analysis; Data mining; Data warehouses; Decision making; Delta modulation; Information analysis; Multidimensional systems; Pattern analysis; Relational databases; architecture; data dining; multi dimension data; on-line analytical mining; on-line analytical process;

fLanguage

English

Publisher

ieee

Conference_Titel

Future Computer and Communication (ICFCC), 2010 2nd International Conference on

Conference_Location

Wuhan

Print_ISBN

978-1-4244-5821-9

Type

conf

DOI

10.1109/ICFCC.2010.5497560

Filename

5497560