| 基于概念扩充和综合评价的文本综述 |
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| 引用本文： | 林鸿飞,卢冶,王剑峰,宋锐.基于概念扩充和综合评价的文本综述[J].郑州大学学报(理学版),2007,39(2):104-109. |
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| 作者姓名： | 林鸿飞 卢冶 王剑峰 宋锐 |
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| 作者单位： | 1. 大连理工大学计算机科学与工程系,辽宁,大连,116024
2. 大连外国语学院计算机中心,辽宁,大连,116002 |
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| 基金项目： | 国家自然科学基金;国家高技术研究发展计划(863计划) |
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| 摘 要： | 提出了基于知网概念特征的文本综述方法，探讨了语句相似度计算、主题区域发现、新颖度获取和综述生成等关键技术．通过对知网的改造，获取了关键词的概念特征，实现了同义词概念扩充，在文档语义相关性基础上，实现了多文档的自动综述．采用一种基于综合评价理论的文本综述评价方法，从综述的表达质量、表述内容和基于Q8LA的信息性评价三个方面实现了对综述的评价．实验结果表明该方法有效可行．
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| 关 键 词： | 语句相似度 知网 文本聚类 新颖度 线性加权模型 |
| 文章编号： | 1671-6841(2007)02-0104-06 |
| 修稿时间： | 11 15 2006 12:00AM |
Multi-document Automatic Summarization Based on Concept Expansion and Integration Evaluation |
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| LIN Hong-fei,LU Ye,WANG Jian-feng,SONG Rui.Multi-document Automatic Summarization Based on Concept Expansion and Integration Evaluation[J].Journal of Zhengzhou University:Natural Science Edition,2007,39(2):104-109. |
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| Authors: | LIN Hong-fei LU Ye WANG Jian-feng SONG Rui |
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| Institution: | 1. Department of Computer Science and Engineering, Dalian University of Technology, Dalian 116024, China; 2. Computer Center, Dalian University of Foreign Language, Dalian 116002,China |
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| Abstract: | An approach of multi-document summarization based on How-net is presented.Several key techniques are deeply discussed including sentence similarity computation,topic information identification,topic novelty and summarization generation.On the basis of concept feature derived from improved How-net,the multi-document automatic summarization has been generated.The summarization evaluation method based on integration evaluation is also developed,and it gives a systematic evaluation about quality,content and information evaluation based on Q&A.The experiment results show that the method is effective. |
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| Keywords: | sentence similarity How-net text clustering novelty linear weighted model |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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