Research on Key Technologies of Data Mining System Based on Web Service

DOI

10.2991/icmeit-16.2016.48How to use a DOI?

Keywords

Web service; data mining system; key technology; research

Abstract

As more and more data accumulated, companies are eager to dig out the knowledge behind a large amount of data to support decision-making. The existing data mining tools such as IBM's IntelligenceMiner and SAS EnterpriseMiner, although they provide a comparatively rich mining function, these tools cannot dig out distributed and highly heterogeneous data on Internet/Extranet, and it is not effectively connected with the operating system integration and target is not strong. If enterprises use these tools, the invest is heavy, some of the mining work is not used, and the algorithm library is very difficult to be upgraded. This paper presents a data mining system framework based on Web services. It can be well integrated with the original operating system, and it can excavate the data in the distributed database. Additionally, it has the advantages of cross platform, cross language, easy deployment and dynamic management algorithm library.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Wang Yi
PY  - 2016/08
DA  - 2016/08
TI  - Research on Key Technologies of Data Mining System Based on Web Service
BT  - Proceedings of the 2016 International Conference on Mechatronics Engineering and Information Technology
PB  - Atlantis Press
SP  - 256
EP  - 261
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmeit-16.2016.48
DO  - 10.2991/icmeit-16.2016.48
ID  - Yi2016/08
ER  -