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3D动画自动生成的学习系统
引用本文:蒋梦馨,宗玉英. 3D动画自动生成的学习系统[J]. 计算机系统应用, 2018, 27(8): 70-74
作者姓名:蒋梦馨  宗玉英
作者单位:北京工业大学 信息学部, 北京 100124,北京工业大学 信息学部, 北京 100124
摘    要:手机3D动画自动生成系统实现了在计算机辅助的条件下短信动画的全自动生成.本文为手机3D动画自动生成系统设计并实现一个学习系统,该学习系统利用随机森林算法生成一个以用户评价为分类结果的学习模型去指导手机3D动画自动生成系统生成更让用户满意的动画,同时学习系统能够随着手机3D动画自动生成系统的运转不断更新学习模型,最终实现“不断学习”的学习能力.

关 键 词:手机3D动画自动生成系统  学习系统  随机森林
收稿时间:2017-12-11
修稿时间:2018-01-04

Learning System of 3D Animation Automatic Generation
JIANG Meng-Xin and ZONG Yu-Ying. Learning System of 3D Animation Automatic Generation[J]. Computer Systems& Applications, 2018, 27(8): 70-74
Authors:JIANG Meng-Xin and ZONG Yu-Ying
Affiliation:Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China and Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China
Abstract:The automatic generation system of mobile phone 3D animation realizes that the 3D animation of SMS messages is generated automatically with the computer-aided technique. This study designs and implements a learning system for the automatic generation system of mobile phones 3D animation. The learning system helps the original system generate more satisfying animations for the users by building a random decision forests model which uses user evaluation as classification result. At the same time, the learning system can constantly update the learning model with the operation of the automatic generation system of mobile phones 3D animation, ultimately, to accomplish the "never-ending learning" ability.
Keywords:automatic generation system of mobile phones 3D animation  learning system  random decision forests
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