| 基于Web的科技文献分析工具综述 |
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| 引用本文： | 田宏桥,吴斌.基于Web的科技文献分析工具综述[J].数字图书馆论坛,2010(8):9-19. |
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| 作者姓名： | 田宏桥 吴斌 |
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| 作者单位： | 北京邮电大学智能通信软件与多媒体北京市重点实验室,北京,100876 |
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| 基金项目： | 国家自然科学基金项目，国家"十一五"科技支撑计划项目 |
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| 摘 要： | 随着电子引文信息的爆炸式增长,为了帮助科研工作者从海量文献数据中发现研究热点、了解领域发展趋势,科研机构和商业集团开发了一系列基于Web的文献检索工具.近年来,伴随着数据挖掘技术和信息可视化技术在知识发现领域中的迅速发展,融合上述两种技术的文献分析工具已经被研发出来并获得了很好的用户反馈.文章首先阐述了传统的文献检索工具的功能及其存在的局限性,调研了融合可视分析技术的文献分析工具并总结其功能和特点以及为文献分析带来的新颖视角,介绍北京邮电大学通信软件工程中心研发的可视分析组件--VisLib及其实用场景,最后展望了科技文献分析工具的进一步发展方向.
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| 关 键 词： | Web技术 文献分析 数据挖掘 信息可视化 |
Survey on Web-Based Tools for Scientific Literature Analysis |
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| Tian Hongqiao,Wu bin.Survey on Web-Based Tools for Scientific Literature Analysis[J].Digital Library Forum,2010(8):9-19. |
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| Authors: | Tian Hongqiao Wu bin |
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| Institution: | Beijing key Laboratory of intelligent Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, 100086 |
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| Abstract: | With the electronic citation information explosion in recent years, scientific research institutions have invented a series of web-based tools to help researchers find hot topic and research trend out of mass data. Data mining and information visualization technology play an important role in the process of knowledge discovery and analysis. Tools integrated with these two features have been developed for researchers. We will first introduce the traditional analysis tools and limitations they are confronted with; after that, advanced analysis tools with their functions and features will be presented in detail; finally, we introduce the visualization module we developed and its usage scenarios, and propose the future developing directions of web-based tools. |
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| Keywords: | Web technology Scientific literature analysis Data mining Information visualization |
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