Extending the YAGO2 Knowledge Graph with Precise Geospatial Knowledge

被引:25
作者
Karalis, Nikolaos [1 ]
Mandilaras, Georgios [1 ]
Koubarakis, Manolis [1 ]
机构
[1] Natl & Kapodistrian Univ Athens, Dept Informat & Telecommun, Athens, Greece
来源
SEMANTIC WEB - ISWC 2019, PT II | 2019年 / 11779卷
关键词
Knowledge graphs; YAGO; Geospatial knowledge;
D O I
10.1007/978-3-030-30796-7_12
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We extend YAGO2 with geospatial information represented by geometries (e.g., lines, polygons, multipolygons, etc.) encoded by Open Geospatial Consortium standards. The new geospatial information comes from official sources such as the administrative divisions of countries but also from volunteered open data of OpenStreetMap. The resulting knowledge graph is currently the richest in terms of geospatial information publicly available, open source, knowledge graph.
引用
收藏
页码:181 / 197
页数:17
相关论文
共 18 条
[1]   A quantitative analysis of global gazetteers: Patterns of coverage for common feature types [J].
Acheson, Elise ;
De Sabbata, Stefano ;
Purves, Ross S. .
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2017, 64 :309-320
[2]  
Ahlers D, 2013, GIR
[3]  
[Anonymous], 2007, WWW
[4]  
[Anonymous], 1966, SOVIET PHYS DOKLADY
[5]  
Bollacker K.D., 2008, ACM C MAN DAT
[6]   Ireland's Authoritative Geospatial Linked Data [J].
Debruyne, Christophe ;
Meehan, Alan ;
Clinton, Eamonn ;
McNerney, Lorraine ;
Nautiyal, Atul ;
Lavin, Peter ;
O'Sullivan, Declan .
SEMANTIC WEB - ISWC 2017, PT II, 2017, 10588 :66-74
[7]   Evaluating Topological Queries in Linked Data Using DBpedia and GeoNames in Switzerland and Scotland [J].
Grutter, Rolf ;
Purves, Ross S. ;
Wotruba, Lukas .
TRANSACTIONS IN GIS, 2017, 21 (01) :114-133
[8]  
Hoffart J., 2011, WWW
[9]   YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia [J].
Hoffart, Johannes ;
Suchanek, Fabian M. ;
Berberich, Klaus ;
Weikum, Gerhard .
ARTIFICIAL INTELLIGENCE, 2013, 194 :28-61
[10]   PROBABILISTIC LINKAGE OF LARGE PUBLIC-HEALTH DATA FILES [J].
JARO, MA .
STATISTICS IN MEDICINE, 1995, 14 (5-7) :491-498