Title :
The design of algorithm for data mining system used for Web Service
Author :
Yanna, Ren ; Suhong, Lv ; Qiang, Wang
Author_Institution :
Coll. of Inf. & Manage. Sci., Henan Agric. Univ., Zhengzhou, China
Abstract :
Compared with the traditional data mining system algorithms library, the introduction of Web Service technology into data mining system algorithm library realizes the separation of data, algorithm and interface. The loose and interconnected mode greatly reduces the complexity of the development for the algorithms library in data mining system and is convenient for the dynamic management of data mining algorithm library. This paper just analyses the major problems of algorithm library of data mining system in customization, sharing and dynamic maintenance and builds the basic framework of algorithms library module in data mining system. It also studies the description of the primary metadata in data mining algorithm as well as designs and materializes the formation of algorithms library management module and dynamic interface in data mining system. The algorithms library module in the data mining system built on the basis of Web Service technology is of critical significance to improving the efficiency of data mining.
Keywords :
Web services; data mining; meta data; user interfaces; Web service technology; algorithms library management module; algorithms library module; customization; data mining algorithm library; data mining system algorithms library; dynamic interface; dynamic maintenance; dynamic management; primary metadata; sharing; Algorithm design and analysis; Data mining; Heuristic algorithms; Libraries; Maintenance engineering; Web services; XML; algorithm; data mining; design; web;
Conference_Titel :
Communication Software and Networks (ICCSN), 2011 IEEE 3rd International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-61284-485-5
DOI :
10.1109/ICCSN.2011.6013761