Geographic Information Retrieval: Progress and Challenges in Spatial Search of Text

被引:63
作者
Purves, Ross S. [1 ]
Clough, Paul [2 ]
Jones, Christopher B. [3 ]
Hall, Mark H. [4 ]
Murdock, Vanessa [5 ]
机构
[1] Univ Zurich, Zurich, Switzerland
[2] Univ Sheffield, Sheffield, S Yorkshire, England
[3] Cardiff Univ, Cardiff, S Glam, Wales
[4] Martin Luther Univ Halle Wittenberg, Halle, Germany
[5] Microsoft, Redmond, WA USA
来源
FOUNDATIONS AND TRENDS IN INFORMATION RETRIEVAL | 2018年 / 12卷 / 2-3期
基金
瑞士国家科学基金会;
关键词
USER EVALUATION; WEB; DOCUMENTS; KNOWLEDGE; FRAMEWORK; FEATURES; RANKING; DESIGN; MODELS; ENGINE;
D O I
10.1561/1500000034
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Significant amounts of information available today contain references to places on earth. Traditionally such information has been held as structured data and was the concern of Geographic Information Systems (GIS). However, increasing amounts of data in the form of unstructured text are available for indexing and retrieval that also contain spatial references. This monograph describes the field of Geographic Information Retrieval (GIR) that seeks to develop spatially-aware search systems and support user's geographical information needs. Important concepts with respect to storing, querying and analysing geographical information in computers are introduced, before user needs and interaction in the context of GIR are explored. The task of associating documents with coordinates, prior to their indexing and ranking forms the core of any GIR system, and different approaches and their implications are discussed. Evaluating the resulting systems and their components, and different paradigms for doing so continue to be an important area of research in GIR and are illustrated through a number of examples. The article concludes by setting out a range of future challenges for research in this field.
引用
收藏
页码:164 / 318
页数:155
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