The design and implementation of SPIRIT: a spatially aware search engine for information retrieval on the internet

被引:88
作者
Purves, Ross S. [1 ]
Clough, Paul
Jones, Christopher B.
Arampatzis, Avi
Bucher, Benedicte
Finch, David
Fu, Gaihua
Joho, Hideo
Syed, Awase Khirni
Vaid, Subodh
Yang, Bisheng
机构
[1] Univ Zurich, Dept Geog, CH-8006 Zurich, Switzerland
[2] Univ Sheffield, Dept Informat Studies, Sheffield S10 2TN, S Yorkshire, England
[3] Cardiff Univ, Sch Comp Sci, Cardiff, Wales
[4] Univ Utrecht, Inst Comp & Informat Sci, NL-3508 TC Utrecht, Netherlands
关键词
geographical information retrieval; geographical ontology; spatial indexing; spatial relevance ranking; information retrieval;
D O I
10.1080/13658810601169840
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Much of the information stored on the web contains geographical context, but current search engines treat such context in the same way as all other content. In this paper we describe the design, implementation and evaluation of a spatially aware search engine which is capable of handling queries in the form of the triplet of < theme > < spatial relationship > < location >. The process of identifying geographic references in documents and assigning appropriate footprints to documents, to be stored together with document terms in an appropriate indexing structure allowing real-time search, is described. Methods allowing users to query and explore results which have been relevance-ranked in terms of both thematic and spatial relevance have been implanted and a usability study indicates that users are happy with the range of spatial relationships available and intuitively understand how to use such a search engine. Normalised precision for 38 queries, containing four types of spatial relationships, is significantly higher (p < 0.001) for searches exploiting spatial information than pure text search.
引用
收藏
页码:717 / 745
页数:29
相关论文
共 50 条
[31]  
2-U
[32]   Assigning textual names to sets of geographic coordinates [J].
Naaman, Mor ;
Song, Yee Jiun ;
Paepcke, Andreas ;
Garcia-Molina, Hector .
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2006, 30 (04) :418-435
[33]   Cross-Language System Evaluation: The CLEF campaigns [J].
Peters, C ;
Braschler, M .
JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2001, 52 (12) :1067-1072
[34]  
Porter MF, 2006, PROGRAM-ELECTRON LIB, V40, P211, DOI [10.1108/00330330610681286, 10.1108/eb046814]
[35]  
Purves R. S., 2006, P 4 INT C GEOGR INF, P159
[36]  
Purves Ross, 2005, P GIS RES UK 13 ANN, P313
[37]  
Rauch E., 2003, HLT NAACL WORKSHOP A, P50, DOI DOI 10.3115/1119394.1119402
[38]  
Rigaux P., 2002, Spatial Databases: With Application to GIS
[39]  
Robertson S.E., 1998, NIST SPECIAL PUBLICA, P253
[40]  
Salton Gerard, 1983, INTRO MODERN INFORM