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
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;
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
DOI :
10.1109/CSCWD.2015.7230957
