标题：Using an Optimized Chinese Address Matching Method to Develop a Geocoding Service: A Case Study of Shenzhen, China作者：Tian, Qin; Ren, Fu; Hu, Tao; Liu, Jiangtao; Li, Ruichang; Du, Qingyun

来源出版物：ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION卷：5 期：5 文献编号：65 DOI: 10.3390/ijgi5050065 出版年：MAY 2016

摘要：With the coming era of big data and the rapid development and widespread applications of Geographical Information Systems (GISs), geocoding technology is playing an increasingly important role in bridging the gap between non-spatial data resources and spatial data in various fields. However, Chinese geocoding faces great challenges because of the complexity of the address string format in Chinese, which contains no delimiters between Chinese words, and the poor address management resulting from the existence of multiple address authorities spread among different governmental agencies. This paper presents a geocoding service based on an optimized Chinese address matching method, including address modeling, address standardization and address matching. The address model focuses on the spatial semantics of each address element, and the address standardization process is based on an address tree model. A geocoding service application is implemented in practice using a large quantity of data from Shenzhen Municipality. More than 1,460,000 data records were used to test the geocoding service, and good matching rates were achieved with good adaptability and intelligence.

入藏号：WOS:000379861800012

文献类型：Article

语种：English

作者关键词：Geographical Information System, Chinese address match, address model, address matching, geocoding service

扩展关键词：SYSTEM; HEALTH

通讯作者地址：Du, QY, Wuhan Univ, Sch Resource & Environm Sci, 129 Luoyu Rd, Wuhan 430079, Peoples R China.

Du, QY, Wuhan Univ, Key Lab Geog Informat Syst, Minist Educ, 129 Luoyu Rd, Wuhan 430079, Peoples R China.

Du, QY, Wuhan Univ, Key Lab Digital Mapping & Land Informat Applicat, Natl Adm Surveying Mapping & Geoinformat, 129 Luoyu Rd, Wuhan 430072, Peoples R China.

Du, QY, Wuhan Univ, Collaborat Innovat Ctr Geospatial Technol, 129 Luoyu Rd, Wuhan 430079, Peoples R China.

电子邮件地址：tianqin@whu.edu.cn; renfu@whu.edu.cn; hutao.cumt@163.com; liujt.ebor@gmail.com; liruichang@whu.edu.cn; qydu@whu.edu.cn

地址：

[Tian, Qin; Ren, Fu; Li, Ruichang; Du, Qingyun] Wuhan Univ, Sch Resource & Environm Sci, 129 Luoyu Rd, Wuhan 430079, Peoples R China.

[Ren, Fu; Du, Qingyun] Wuhan Univ, *Key Lab Geog Informat* Syst, Minist Educ, 129 Luoyu Rd, Wuhan 430079, Peoples R China.

[Ren, Fu; Du, Qingyun] Wuhan Univ, Key Lab Digital Mapping & Land Informat Applicat, Natl Adm Surveying Mapping & Geoinformat, 129 Luoyu Rd, Wuhan 430072, Peoples R China.

[Hu, Tao] Xuchang Univ, Sch Informat Engn, 88 Bayi Rd, Xuchang 461000, Peoples R China.

[Liu, Jiangtao] Shenzhen Municipal Planning & Land Real Estate In, 8007 Hongli Rd, Shenzhen 518034, Peoples R China.

[Du, Qingyun] Wuhan Univ, Collaborat Innovat Ctr Geospatial Technol, 129 Luoyu Rd, Wuhan 430079, Peoples R China.

研究方向：Physical Geography; Remote Sensing

ISSN：2220-9964

影响因子：0.651