Title : 
An Evolutive Algorithm for the Data Mining in Population Data Warehouse
         
        
            Author : 
Yang, Wenchuan ; Wang, Peng ; Gao, Chunyang ; Fan, Yanyang ; Luan, Huahua
         
        
            Author_Institution : 
Beijing Univ. of Post & Telecom.
         
        
        
        
        
        
        
            Abstract : 
During the data processing based on population data warehouse, a large scale of evolutive information was produced accompany the data mining and knowledge discovery, which is very important for the final rule. This paper introduces the research of a multi-agent algorithm to process the evolutive information in data mining on population data warehousing, also gives the mathematic model and corresponding rule for it, which include data extraction and check-up, data normalization, and a mechanism to support market analysis and forecast. The paper also summarizes some basic requirements and data model constructing for applying data warehouse in population fields
         
        
            Keywords : 
data mining; data warehouses; evolutionary computation; multi-agent systems; data check-up; data extraction; data mining; data normalization; evolutive algorithm; knowledge discovery; market analysis; market forecast; multiagent algorithm; population data warehouse; Algorithm design and analysis; Data mining; Data processing; Data warehouses; Information analysis; Large-scale systems; Mathematical model; Mathematics; Predictive models; Warehousing; Data Mining; Data Warehouse; Evolutive Algorithm;
         
        
        
        
            Conference_Titel : 
Cognitive Informatics, 2006. ICCI 2006. 5th IEEE International Conference on
         
        
            Conference_Location : 
Beijing
         
        
            Print_ISBN : 
1-4244-0475-4
         
        
        
            DOI : 
10.1109/COGINF.2006.365608