语义因子支持的多源POI分类信息一致化处理Consistency processing of POI classification information based on semantic elements
王勇,罗安,曹元晖,刘纪平
摘要(Abstract):
为了解决网络POI分类异构导致多源POI数据匹配与整合困难的问题,该文利用分类特征词提取、特征词去重与优化等关键技术,构建POI分类的语义概念格,然后通过概念格之间的语义关联关系,实现多源异构POI分类体系的映射与转换。最后通过实验验证了该文方法的有效性,并将其成功应用于省级地理信息公共服务平台(政务版)数据更新。
关键词(KeyWords): 一致化处理;POI分类;语义因子;数据融合
基金项目(Foundation): 国家重点研发计划项目(2017YFB0503502,2017YFB0503601);; 基础测绘项目(2018KJ0305)
作者(Author): 王勇,罗安,曹元晖,刘纪平
DOI: 10.16251/j.cnki.1009-2307.2019.06.042
参考文献(References):
- [1]郭庆胜,王勇,蓝振家,等.地图兴趣点分布式空间分析服务[J].测绘科学,2018,43(1):89-92,100.(GUOQingsheng,WANG Yong,LAN Zhenjia,et al.Research on distributed spatial analysis service of map interest points[J].Science of Surveying and Mapping,2018,43(1):89-92,100.)
- [2]陈万志,刘纪平,王勇.互联网地理信息安全监管平台架构研究[J].测绘通报,2011(8):73-75,80.(CHENWanzhi,LIU Jiping,WANG Yong.Research on supervision platform of internet geographic information security[J].Bulletin of Surveying and Mapping,2011(8):73-75,80.)
- [3]陈豪,张万昌,邓财,等.面向灾害管理的自发地理信息研究及应用[J].测绘科学,2018,43(1):59-65.(CHEN Hao,ZHANG Wanchang,DENG Cai,et al.Research and application on volunteered geographic information for disaster management[J].Science of Surveying and Mapping,2018,43(1):59-65.)
- [4]宗乾进.社会化媒体在地震灾害中的应用:一个国外研究文献的综述[J].情报杂志,2014,33(9):83-88.(ZONG Qianjin.The use of social media in earthquake disaster:an overview[J].Journal of Intelligence,2014,33(9):83-88.)
- [5]李卫江,温家洪.基于Web文本的灾害信息挖掘研究进展[J].灾害学,2010,25(2):119-123,128.(LI Weijiang,WEN Jiahong.Development in disaster information extraction from Web pages[J].Journal of Catasirophology,2010,25(2):119-123,128.)
- [6]张敏.多源矢量地图数据的集成与融合[D].哈尔滨:哈尔滨工程大学,2011.(ZHANG Min.Integration and fusion of multi-source vector map data[D].Harbin:Harbin Engineering University,2011.)
- [7]李军利,何宗宜,朱乔利,等.一种粒化理论的地理本体融合方法[J].武汉大学学报(信息科学版),2013,38(4):489-492,497.(LI Junli,HE Zongyi,ZHU Qiaoli,et al.Construction of business ontology and workflow model for land consolidation projects management[J].Geomatics and Information Science of Wuhan University,2013,38(4):489-492,497.)
- [8]李一,刘纪平,罗安.深度学习的中文地址切分算法[J].测绘科学,2018,43(10):107-111.(LI Yi,LIUJiping,LUO An.Chinese address segmentation algorithm based on depth learning[J].Science of Surveying and Mapping,2018,43(10):107-111.)
- [9]张春菊,张雪英,吉蕾静,等.地名通名与地理要素类型的关系映射[J].武汉大学学报(信息科学版),2011,36(7):857-860.(ZHANG Chunju,ZHANG Xueying,JI Leijing,et al.Relation mapping between generic terms of place names and geographical feature types[J].Geomatics and Information Science of Wuhan University,2011,36(7):857-860.)
- [10]张雪英,闾国年.基于语义的地理信息分类体系对比分析[J].遥感学报,2008,12(1):9-14.(ZHANG Xueying,LYU Guonian.Comparison analysis on semanticbased geographic classification schemes[J].Journal of Remote Sensing,2008,12(1):9-14.)
- [11]李霖,朱海红,王红,等.基于形式本体的基础地理信息语义分析:以陆地水系要素类为例[J].测绘学报,2008,37(2):230-235,242.(LI Lin,ZHU Haihong,WANG Hong,et al.Semantic analyses of the fundamental geographic information based on formal ontology:exemplifying hydrological category[J].Acta Geodaetica et Cartographica Sinica,2008,37(2):230-235,242.)
- [12]李军,李琦,毛东军,等.北京市地理编码数据库的研究[J].计算机工程与应用,2004(2):1-3,6.(LI Jun,LIQi,MAO Dongjun,et al.Research on Beijing geocoding database[J].Computer Engineering and Applications,2004(2):1-3,6.)
- [13]易茹兰,徐枫,邓敏,等.利用形式概念分析的海岛语义层次分类方法[J].武汉大学学报(信息科学版),2012,37(8):897-901.(YI Rulan,XU Feng,DENGMin,et al.An approach for hierarchical semantic classification of islands based on formal concept analysis[J].Geomatics and Information Science of Wuhan University,2012,37(8):897-901.)
- [14]王艳东,何奕霖,杨建思,等.利用形式概念分析的空间信息服务分类体系融合方法[J].武汉大学学报(信息科学版),2014,39(1):100-105.(WANG Yandong,HE Yilin,YANG Jiansi,et al.Integration method of geospatial services taxonomies based on formal concept analysis[J].Geomatics and Information Science of Wuhan University,2014,39(1):100-105.)
- [15]刘伟,孟小峰,孟卫一.Deep Web数据集成研究综述[J].计算机学报,2007,30(9):1475-1489.(LIU Wei,MENG Xiaofeng,MENG Weiyi.A survey of Deep Web data integration[J].Chinese Journal of Computer,2007,30(9):1475-1489.)