Title
Geographic Information Retrieval: Progress and Challenges in Spatial Search of Text.
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.
Year
DOI
Venue
2018
10.1561/1500000034
FOUNDATIONS AND TRENDS IN INFORMATION RETRIEVAL
Keywords
Field
DocType
Information Retrieval,Applications of IR,Evaluation issues and test collections for IR,Formal models and language models for IR,Indexing and retrieval of structured documents,Information extraction,IR on mobile platforms,Text mining,Web search
Geographic information system,Information needs,Ranking,Information retrieval,Computer science,Search engine indexing,Geographic information retrieval,Spatial search,Information extraction,Data model
Journal
Volume
Issue
ISSN
12
2-3
1554-0669
Citations 
PageRank 
References 
8
0.48
0
Authors
5
Name
Order
Citations
PageRank
Ross S. Purves124325.81
Paul Clough21308111.91
Christopher B. Jones3106795.29
Mark H. Hall480.48
Vanessa Graham Murdock514612.94