期刊文献+

句类分析准则在作战文书地名识别中的应用 被引量:3

Application of SCA-oriented rules into recognizing place names in operation documents
下载PDF
导出
摘要 针对军用要图自动标绘对地名识别高精度的要求,紧扣"作战文书行文规范"这一特点,将句类分析之标点准则(语句的首尾边界是首块和末块的天然首尾边界)、介词准则(汉语的语块移位标志符由介词充当)、动词准则(充当特征块的动词是其它语块的天然边界)等应用于作战文书地名识别,采用基于规则的方法加以实现,实验结果F值在88%-97%之间。因此,作为作战文书向军用要图自动转换的预处理,地名识别这一结果是可用的。 To meet the need of highly-accurate recognition of place names oriented to automatic military charting,and based on the Para-standardizing characteristic of operation documents,some SCA-oriented rules,are applied into the recognition of place names in operation documents for the first time,i.e.punctuation rule(the start of a sentence is the start of its first chunk,and the end is its last chunk),preposition rule(the identifiers of chunks shift are preposition),verb rule(the verbs as Eigen chunk are naturally the boundaries of other chunks),etc,and the result of F-value is between 88 and 97 percent.As one of the preprocessings of auto-transferring to military chartings from operation documents,the rule-based way is feasible and the result is available.
出处 《计算机工程与设计》 CSCD 北大核心 2013年第8期2903-2907,共5页 Computer Engineering and Design
关键词 中文地名识别 语块边界感知 句类分析 作战文书 概念层次网络理论 chinese place name recognition perception of chunks' boundaries SCA(sentence category analysis) operation document HNC theory
  • 相关文献

参考文献12

二级参考文献87

共引文献108

同被引文献33

  • 1唐坚,刘海燕.作战文书中部队番号的自动识别方法[J].兵器装备工程学报,2020,0(2):143-147. 被引量:1
  • 2黄德根,孙迎红.中文地名的自动识别[J].计算机工程,2006,32(3):220-222. 被引量:10
  • 3陈小荷,冯敏萱,徐润华,等.先秦文献信息处理[M].北京:世界图书出版公司北京公司,2013:146-168.
  • 4Sang E F T K, De Meulder F. Introduction to the CoNLL-2003 shared task: Language-independent named entity recognition [ C ]//Special Interest Group on Natural Language Learning of the Association for Computational Linguistics. Proceedings of the Sev- enth Conference on Natural Language Learning at HLT-NAACL. Edmonton: CONLL, 2003:142 - 147.
  • 5Busa R. The annals of humanities computing: The index thomistic- us[J]. Computers and the Humanities, 1980,14(2) :83 -90.
  • 6Unsworth J. What is humanities computing and what is not [ EB/ OL ]. [ 2015 - 03 - 26 ]. http ://computerphilologie. uni - muench en. de/jgO2/unsworth, html.
  • 7Lafferty J, McCallum A, Pereira F. Conditional random fields : Prob- abilistic models for segmenting and labeling sequence data [ C ]// The International Machine Learning Society. Proceedings of 18th International Conference on Machine Learning. Williamstown: Williams College, 2001:282 -289.
  • 8CRF++ [ EB/OL]. [ 2015 - 05 - 21 ]. http://sourceforge, net/ projects/crfpp/.
  • 9Jaynes E T. On the rationale of maximum entropy methods[ J]. In- stitute of Electrical and Electronics Engineers, 1982,70(9) :939 - 952.
  • 10Atterer M, Schiitze H. Prepositional phrase attachment without Ora- cles [ J ]. Computational Linguistics, 2007, 33 (4) :469 - 476.

引证文献3

二级引证文献63

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部