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Geographic Information Retrieval: Progress and Challenges in Spatial Search of Text
Author(s): Ross S. Purves;Paul Clough;Christopher B. Jones;Mark H. Hall;Vanessa Murdock
Source: Journal:Foundations and Trends® in Information Retrieval ISSN Print:1554-0669, ISSN Online:1554-0677 Publisher:Now Publishers Volume 12 Number 2-3, Pages: 159(164-318) DOI: 10.1561/1500000034
Abstract:
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.
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