DocumentCode
735162
Title
A cooperative modeling of user experience based on the improved SVM
Author
Shaohua Teng ; Hao Wu ; Wei Zhang ; Dongning Liu ; Lu Liang
Author_Institution
Sch. of Comput. Sci. & Technol., Guangdong Univ. of Technol., Guangzhou, China
fYear
2015
fDate
6-8 May 2015
Firstpage
194
Lastpage
199
Abstract
Nowadays, as the development of mobile communication, it is very important to serve users. Because of the subjectivity of user experience, the data of user experience has deviation. In the paper, a cooperative modeling method based on the improved Support Vector Machine is proposed, which can evaluate the quality of experience by using measurement report. The results of the experiments show that our method is effective to calculate the quality of experience.
Keywords
mobile communication; quality of experience; support vector machines; telecommunication computing; SVM; cooperative modeling; measurement report; mobile communication development; quality of experience; support vector machine; user experience; Message service; Mobile communication; Monitoring; Support vector machines; Training; Classification; Cooperative Modeling; Data analysing; Mobile Communication; Parallel Processing; Support Vector Machine; User Experience;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Supported Cooperative Work in Design (CSCWD), 2015 IEEE 19th International Conference on
Conference_Location
Calabria
Print_ISBN
978-1-4799-2001-3
Type
conf
DOI
10.1109/CSCWD.2015.7230957
Filename
7230957
Link To Document