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Copyright of Application Research of Computers / Jisuanji Yingyong Yanjiu is the property of Application Research of Computers Edition and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

This paper introduced the theoretical basis of support vector machine, in addition, it described some algorithms about SVM and analysed their advantages and disadvantages and development status. Then it introduced the application principle of SVM in the real life and its application status. Finally, it analysed the deficiency in the development of SVM and pointed out the research direction and prospects, and it put forward distributed support vector machine which as a direction could be make a deeper research. [ABSTRACT FROM AUTHOR]