A Practical Approach to Extracting Names of Geographical Entities and Their Relations from the Web

作者: Cungen Cao , Shi Wang , Lin Jiang

DOI: 10.1007/978-3-319-12096-6_19

关键词:

摘要: Geographical information extraction is a special case of extraction. In this paper, we present practical method extracting both names geographical entities and their relations from the Web. The composed three major phases. First, manually designed list 493 Chinese lexico-syntactical patterns for matching Web page excerpts which contain relations; second, developed knowledge extractor those to generate graph whose nodes are entities, edges represent entities; third, several methods handling problems or errors in generated graph. Experimental results show that OMKast-Googling system has satisfactory performance entity name relation

参考文章(14)
Willem Robert van Hage, Hap Kolb, Guus Schreiber, A method for learning part-whole relations international semantic web conference. pp. 723- 735 ,(2006) , 10.1007/11926078_52
Luis Gravano, Eugene Agichtein, Extracting Relations from Large Plain-Text Collections Department of Computer Science, Columbia University. ,(1999) , 10.7916/D8NG4ZHK
Chuang Wang, Xing Xie, Lee Wang, Yansheng Lu, Wei-Ying Ma, Detecting geographic locations from web resources geographic information retrieval. pp. 17- 24 ,(2005) , 10.1145/1096985.1096991
Marti A. Hearst, Automatic acquisition of hyponyms from large text corpora Proceedings of the 14th conference on Computational linguistics -. pp. 539- 545 ,(1992) , 10.3115/992133.992154
Yuefei Sui, Cungen Cao, Haitao Wang, Knowledge modeling and acquisition of traditional Chinese herbal drugs and formulae from text Artificial Intelligence in Medicine. ,vol. 32, pp. 3- 13 ,(2004) , 10.1016/J.ARTMED.2004.01.015
Eugene Agichtein, Luis Gravano, Snowball: extracting relations from large plain-text collections acm international conference on digital libraries. pp. 85- 94 ,(2000) , 10.1145/336597.336644
Egon Stemle, Philipp Cimiano, Sebastian Blohm, Harvesting relations from the web: quantifiying the impact of filtering functions national conference on artificial intelligence. pp. 1316- 1321 ,(2007)
Colin Matheson, Malvina Nissim, James Reid, Recognising Geographical Entities in Scottish Historical Documents ,(2003)
Roxana Girju, Adriana Badulescu, Dan Moldovan, Automatic Discovery of Part-Whole Relations Computational Linguistics. ,vol. 32, pp. 83- 135 ,(2006) , 10.1162/COLI.2006.32.1.83
Patrick Pantel, Marco Pennacchiotti, Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic Relations meeting of the association for computational linguistics. pp. 113- 120 ,(2006) , 10.3115/1220175.1220190