| 基于SVM的概念设计创新度机器评价模型 |
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| 引用本文： | 魏志静,李洪洋,刘楠,井源,刘希玉. 基于SVM的概念设计创新度机器评价模型[J]. 山东轻工业学院学报, 2007, 21(3): 18-22 |
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| 作者姓名： | 魏志静 李洪洋 刘楠 井源 刘希玉 |
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| 作者单位： | 济宁市人事局,山东,济宁,272000;山东省公安消防总队,山东,济南,250014;山东师范大学,信息科学与工程学院,山东,济南,250014;山东省济宁市公安消防支队,山东,济宁,272000 |
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| 基金项目： | 山东省创新设计软构件与集成系统项目 |
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| 摘 要： | 针对概念设计创新度评价这一问题，本文首先提取概念设计中手机实体的外观造型特征，将特征量化后作为测试样本，然后利用一种改进的支持向量机分类器Shear—SVC—KNN进行评价，取得的评价结果准确率较高，效果较好。
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| 关 键 词： | 统计学习理论 支持向量机分类器 概念设计评价 K最近邻 |
| 文章编号： | 1004-4280（2007）03-0018-05 |
| 收稿时间： | 2007-04-18 |
| 修稿时间： | 2007-04-18 |
Machine-evaluation model of the creative degree in conceptual design on Support Vector Machines |
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| WEI Zhi-jing,LI Hong-yang,LIU Nan,JING Yuan,LIU Xi-yu. Machine-evaluation model of the creative degree in conceptual design on Support Vector Machines[J]. Journal of Shandong Institute of Light Industry(Natural Science Edition), 2007, 21(3): 18-22 |
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| Authors: | WEI Zhi-jing LI Hong-yang LIU Nan JING Yuan LIU Xi-yu |
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| Affiliation: | 1. Jining Municipal Personnel Bureau, Jining 272000, China;2. Fire burean of Shandong, Jinan 250014, China; 3. Fire burean of Jining, Jining 272000, China; 4. College of Information Science and Engineering, Shandong Normal University, Jinan 250014, China |
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| Abstract: | As for the evaluation of the creative degree in conceptual design, firstly, the paper extracts the qualified characteristics of the mobile telephone outline, rescales all characteristics with the specified range as the train samples, and evaluates the creativity degree of the conceptual design of the mobile telephone outline by using a reformative classification method Shear - SVC - KNN based on SVMs. The experiment shows that the result of evaluation is accurate and the conclusion of this experiment is satisfactory. |
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