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现代图书情报技术  2014, Vol. 30 Issue (6): 17-24    DOI: 10.11925/infotech.1003-3513.2014.06.03
  数字图书馆 本期目录 | 过刊浏览 | 高级检索 |
数字图书馆自动化语义标注工具系统模型研究
王传清1,2, 毕强1
1. 吉林大学管理学院 长春 130022;
2. 中国科学院文献情报中心 北京 100190
System Model of Digital Library Automatic Semantic Annotation Tool
Wang Chuanqing1,2, Bi Qiang1
1. School of Management, Jilin University, Changchun 130022, China;
2. National Science Library, Chinese Academy of Sciences, Beijing 100190, China
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摘要 

[目的]分析和总结国外语义标注工具特点, 构建数字图书馆资源自动化语义标注模型框架, 为中文语义标注工具的设计与应用提供参考。[方法]通过归纳和分析语义标注的平台框架的技术方法, 结合与国外成熟工具的比较分析, 使用系统开发及模块化思想构建模型。[结果]构建包含系统输入模块、语义处理模块、本体知识模块、语义标注模块和存储模块的自动化语义标注工具的系统模型, 分析整体算法思想以及自动本体标注算法思想。[局限]自动语义标注系统涉及的相关算法及改进仍在不断发展, 本文仅给出主要算法思想和说明。[结论]本研究构建的自动化语义标注模型可以为中文语义标注工具设计提供借鉴。

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王传清
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关键词 数字图书馆语义标注知识组织知识服务系统模型    
Abstract

[Objective] The authors analyze and summarize the characteristics of semantic annotation tools, construct the automatic semantic annotation model framework for digital library resources, to provide references for the design and application of Chinese semantic annotation tools. [Methods] Conclude and analyze the technology and methods of semantic annotation platform framework, combining with the comparative analysis of foreign mature tools, and introduce the system development and the idea of modularization to construct the model. [Results] The automatic semantic annotation system model includes system input module, semantic processing module, Ontology knowledge module, semantic tagging module and storage module. The overall algorithm thought and automatic labeling algorithm of Ontology thought are also analyzed. [Limitations] Relevant algorithms involved in the automatic semantic annotation model are still in development, this article only analyzes the main algorithm thoughts and instructions. [Conclusions] The automatic semantic annotation model can provide references for the design of Chinese semantic annotation tool.

Key wordsDigital library    Semantic annotation    Knowledge organization    Knowledge services    System model
收稿日期: 2013-11-14     
:  G203  
  TP311  
基金资助:

本文系国家自然科学基金项目“语义网络环境下数字图书馆资源多维度聚合与可视化展示研究”(项目编号: 71273111)、国家社会科学基金重大项目“基于语义的馆藏资源深度聚合与可视化研究”(项目编号: 11&;ZD152)和吉林大学985工程项目的研究成果之一。

通讯作者: 王传清E-mail:wangcq@mail.las.ac.cn     E-mail: wangcq@mail.las.ac.cn
作者简介: 作者贡献声明:毕强:提出研究思路,设计研究方案;王传清:收集资料,整理、分析、提炼;论文起草;王传清,毕强:最终版本修订。
引用本文:   
王传清, 毕强. 数字图书馆自动化语义标注工具系统模型研究[J]. 现代图书情报技术, 2014, 30(6): 17-24.
Wang Chuanqing, Bi Qiang. System Model of Digital Library Automatic Semantic Annotation Tool. New Technology of Library and Information Service, DOI:10.11925/infotech.1003-3513.2014.06.03.
链接本文:  
http://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/10.11925/infotech.1003-3513.2014.06.03

[1] 张晓林. 颠覆数字图书馆的大趋势[J]. 中国图书馆学报, 2011, 37(5): 4-12. (Zhang Xiaolin. The Trends That Will Disrupt Digital Libraries[J]. Journal of Library Science in China, 2011, 37(5): 4-12.)
[2] Mcllraith S A, Son T C, Zeng H. Semantic Web Services[J]. IEEE Intelligent Systems, 2001, 16(2): 46-53.
[3] 戴维民等.语义网信息组织技术与方法[M]. 上海: 学林出版社, 2008. (Dai Weimin, et al. Technologies and Methods of Semantic Web Information Organization[M]. Shanghai: Xuelin Press, 2008.)
[4] Euzenat J. Eight Questions about Semantic Web Annotations[J]. IEEE Intelligent Systems, 2002, 17(2):55-62.
[5] Handschuh S, Staab S. Annotation of the Shallow and the Deep Web[A].//Handschuh S, Staab S.Annotation for the Semantic Web[M]. Amsterdam, The Netherlands: IOS Press, 2003: 25-45.
[6] Handschuh S. Creating Ontology-based Metadata by Armotation for the Semantic Web[D]. Karlsruhe: University of Karlsruhe(TH), Institut AIFB, 2005.
[7] Reeve L, Han H. Survey of Semantic Annotation Platforms[OL]. [2014-02-06]. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.69.7546&rep=rep1&type=pdf.
[8] Zouaq A, Gasevic D, Hatala M. Voting Theory for Concept Detection[C]. In: Proceedings of the 9th International Conference on the Semantic Web: Research and Applications (ESWC'12). Berlin, Heidelberg: Springer-Verlag, 2012: 315-329.
[9] Magka D, Motik B, Horrocks I. Modelling Structured Domains Using Description Graphs and Logic Programming[C]. In: Proceedings of the 9th International Conference on the Semantic Web: Research and Applications (ESWC'12). Berlin, Heidelberg: Springer-Verlag, 2012: 330-344.
[10] Semantic Web. Current Tools on Semanticweb.org [OL]. [2013-07-25].http://semanticweb.org/wiki/Tools.
[11] Vargas-Vera M, Motta E, Dominguc J, et al. MnM: Ontology Driven Semi-Automatic and Automatic Support for Semantic Mark-up [C]. In: Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management (EKAW'02). London: Springer-Verlag, 2002: 379-391.
[12] Handschuh S, Staab S, Ciravegna F. S-CREAM-Semi-automatic CREAtion of Metadata[C]. In: Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management (EKAW'02). London: Springer-Verlag, 2002: 358-372.
[13] Advanced Knowledge Technologies[OL]. [2013-05-26]. http://www.aktors.org/akt/.
[14] Ciravegna F, Dingli A, Petrelli D, et al. User-system Cooperation in Document Annotation Based on Information Extraction[C]. In: Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management (EKAW'02). Berlin, Heidelberg: Springer-Verlag, 2002: 122-137.
[15] Dill S, Eiron N, Gibson D, et al. A Case for Automated Large Scale Semantic Annotation[OL]. [2014-02-06]. http://www. websemanticsjournal.org/index.php/ps/article/viewFile/30/28.
[16] Dill S, Eiron N, Gibson D, et al. SemTag and Seeker: Bootstrapping the Semantic Web via Automated Semantic Annotation[OL]. [2014-02-06]. http://what.csc.villanova.edu/~cassel/9010SemanticWeb/SemTag%20and%20Seeker%20Bootstrapping%20the%20semantic%20web%20via%20automa-ted%20semantic%20annotation.pdf.
[17] Ciravegna F, Chapman S, Dingli A, et al. Learning to Harvest Information for the Semantic Web[C]. In: Proceedings of the 1st European Semantic Web Symposium. Berlin, Heidelberg: Springer-Verlag, 2004: 312-326.
[18] Heflin J D. Towards the Semantic Web: Knowledge Representation in a Dynamic, Distributed Environment [D]. Maryland: University of Maryland, 2001.
[19] SMORE-Semantic Markup, Ontology and RDF Editor [DB/OL].[2013-05-06]. http://www.mindswap.org/papers/SMORE. pdf.
[20] COHSE-Conceptual Open Hypermedia Services Environ­ment Fact-file [EB/OL]. [2013-05-06]. http://www.aktors.org/technologies/cohse/.
[21] Popov B, Kiryakov A, Kirilov A, et al. KIM-Semantic Annotation Platform [OL]. [2014-02-06]. https://www. ontotext.com/sites/default/files/publications/KIM_SAP_ISWC168.pdf.
[22] Popov B, Kirayakov A, Ognyanoff D, et al. KIM-A Semantic Platform for Information Extraction and Retrieval[J]. Natural Language Engineering, 2004,10 (3-4): 375-392.
[23] Tallis M. Semantic Word Processing for Content Authors [OL]. [2014-02-06]. http://ftp.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-101/Marcelo_Tallis.pdf.
[24] 邹亮, 廖述梅.基于本体的语义标注工具比较与分析[J].计算机应用, 2004, 24(S1): 328-330.( Zou Liang, Liao Shumei. Comparison and Analysis of Ontology-based Semantic Annotation Tools[J]. Journal of Computer Applications, 2004, 24(S1): 328-330.)
[25] 陶皖, 李平, 廖述梅.当前基于本体的语义标注工具的分析[J]. 安徽工程科技学院学报: 自然科学版, 2005, 20(2): 52-55. (Tao Wan, Li Ping, Liao Shumei. Analysis and Summary of Current Ontology-based Semantic Annotation Tools[J]. Journal of Anhui University of Technology and Science, 2005, 20(2): 52-55.)
[26] 廖述梅. 基于本体的语义标注原型评述[J]. 计算机工程与科学, 2006, 28(9): 123-125, 128. (Liao Shumei. Comments on Ontology-Based Semantic Annotation Prototypes[J]. Computer Engineering & Science, 2006, 28(9): 123-125, 128.)
[27] 鞠彦辉, 刘闯. 国外典型语义标注平台的比较研究[J]. 现代情报, 2009, 29(1): 215-217. (Ju Yanhui, Liu Chuang. Comparative Study on Foreign Representative Semantic Annotation Platforms[J]. Journal of Modern Information, 2009, 29(1): 215-217.)
[28] 荆涛, 左万利, 孙吉贵, 等. 中文网页语义标注: 由句子到 RDF 表示[J].计算机研究与发展, 2008, 5(7): 1221-1231. (Jing Tao, Zuo Wanli, Sun Jigui, et al. Semantic Annotation of Chinese Web Pages: From Sentences to RDF Represen­tations[J]. Journal of Computer Research and Development, 2008, 45(7): 1221-1231.)
[29] 李济洪, 王瑞波, 王蔚林, 等. 汉语框架语义角色的自动标注[J]. 软件学报, 2010, 21(4): 597-611. (Li Jihong, Wang Ruibo, Wang Weilin, et al. Automatic Labeling of Semantic Roles on Chinese FrameNet [J]. Journal of Software, 2010, 21(4): 597-611.
[30] 郑莉, 史元春. 学习对象元数据: XML绑定规范CELTS-3.2 [EB/OL]. [2014-02-02]. http://www.celtsc.edu.cn/680751c665875 e93/folder.2006-04-03.8417036039/celts-3/celts-3-2-ts.pdf. (Zheng Li,Shi Yuanchun.Learning Object Metadata: Binding Standard for XML CELTS–3.2[EB/OL]. [2014-02-02]. http://www.celtsc.edu.cn/680751c665875e93/folder.2006-04-03.8417036039/celts-3/celts-3-2-ts.pdf.)
[31] 牟冬梅. 数字图书馆知识组织语义互联策略及其应用研究[D]. 长春: 吉林大学, 2009. (Mu Dongmei. Study on Semantic Interconnection Strategy and Application of Digital Library Knowledge Organization[D]. Changchun: Jilin University, 2009.)
[32] 史玉翡. 用于信息抽取的自动标注技术研究[D]. 大连: 大连海事大学, 2010. (Shi Yufei. Automatic Annotation Technique for Information Extraction[D]. Dalian: Dalian Maritime University, 2010.)
[33] 杨舟. 基于自然语言处理的专利文档自动语义标注方法研究[D]. 杭州: 浙江大学, 2011. (Yang Zhou. Research on NLP-Based Automatic Semantic Annotation for Patent Document[D]. Hangzhou: Zhejiang University, 2011.)
[34] 于晓繁. 基于本体和元数据的语义标注平台模型与系统架构研究[D]. 淄博: 山东理工大学, 2012.(Yu Xiaofan. Model and System Architecture of Semantic Annotation Platform Based on Ontology and Metadata[D]. Zibo: Shandong University of Technology, 2012.)
[35] 张泓博. 面向领域文档的自动语义标注方法研究[D]. 重庆: 重庆大学, 2012. (Zhang Hongbo. Research on Automatic Semantic Annotation for Domain Documents[D]. Chongqing: Chongqing University, 2012.)
[36] 谢铭. 关联数据和知识表示的自动语义标注技术[D]. 武汉: 武汉大学, 2012. (Xie Ming. Linked Data and Knowledge Representation Automatic Semantic Annotation[D]. Wuhan: Wuhan University,2012.)
[37] 图书情报知识平台(Journal 3.0)[OL]. [2013-06-26]. http://124.16.154.79/goinfotech/. (Goinfotech[EB/OL]. [2013-06-26]. http://124.16.154.79/goinfotech/. )
[38] Annotea Project [EB/OL]. [2014-02-26]. http://www.w3.org/2001/Annotea/.
[39] Handschuh S, Staab S, Studer R. Leveraging Metadata Creation for the Semantic Web with CREAM [OL]. [2014-02-26]. http://userpages.uni-koblenz.de/~staab/Research/Publications/ki2003.pdf.
[40] Reeve L, Han H. Survey of Semantic Annotation Platforms [EB/OL]. [2013-12-02]. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.69.7546&rep=rep1&type=pdf.
[41] NLPIR汉语分词系统[OL].[2014-02-26]. http://ictclas.nlpir. org/. (ICTCLAS[OL]. [2014-02-26]. http://ictclas.nlpir.org/.)

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