Paper Info
Title
Development of Data Mining Platform MUSASHI Towards Service Computing
Abstract
The objective of this paper is to introduce further development of a data mining tool, MUSASHI (Mining Utilities and System Architecture for Scalable processing of HIstorical data), for service computing. Recent advances in information systems have allowed us to gather enormous amounts of data on marketing. However, these gathered data have been individually stored at each company, and have never been integrated because of a lack of techniques to analyze the data in an integrated way and to handle the large amount of data efficiently. To address this issue, we are currently investigating a way to provide a data mining platform as a service so that users can apply various data mining techniques to their marketing data with ease and at a low cost. For this purpose, we have developed an ASP platform leveraging distributed computing technology represented by Cloud computing. This paper describes the ASP platform for data mining services and introduces an empirical application of data mining using our platform.
Year
DOI
Venue
2010
10.1109/GrC.2010.168
GrC
Keywords
Field
DocType
service computing,data mining platform,data mining,towards service computing,marketing data,historical data,various data mining technique,data mining service,asp platform,cloud computing,data mining tool,data mining platform musashi,information system,information systems,servers,system architecture,computer architecture,marketing,internet,distributed computing,distributed databases
Information system,Services computing,Data mining,Data stream mining,Web mining,Computer science,Server,Systems architecture,Distributed database,Database,Cloud computing
Conference
Citations 
PageRank 
References 
2
0.44
4
Authors
3
Name
Order
Citations
PageRank
Kohei Ichikawa16919.79
Katsutoshi Yada213133.27
Takashi Washio31775190.58