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Text meets space: Geographic content extraction, resolution and information retrieval

Leidner, Jochen L; Martins, Bruno; McDonough, Katherine; Purves, Ross S (2020). Text meets space: Geographic content extraction, resolution and information retrieval. In: Jose, Joemon M; Yilmaz, Emine; Magalhães, João; Castells, Pablo; Ferro, Nicola; Silva, Mário J; Martins, Flávio. Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part II. Cham (Switzerland): Springer, 669-673.

Abstract

In this half-day tutorial, we will review the basic concepts of, methods for, and applications of geographic information retrieval, also showing some possible applications in fields such as the digital humanities. The tutorial is organized in four parts. First we introduce some basic ideas about geography, and demonstrate why text is a powerful way of exploring relevant questions. We then introduce a basic end-to-end pipeline discussing geographic information in documents, spatial and multi-dimensional indexing [19], and spatial retrieval and spatial filtering. After showing a range of possible applications, we conclude with suggestions for future work in the area.

Additional indexing

Item Type:Book Section, refereed, original work
Communities & Collections:07 Faculty of Science > Institute of Geography
Dewey Decimal Classification:910 Geography & travel
Scopus Subject Areas:Physical Sciences > Theoretical Computer Science
Physical Sciences > General Computer Science
Language:English
Date:1 January 2020
Deposited On:08 Dec 2020 15:59
Last Modified:09 Sep 2024 03:32
Publisher:Springer
Series Name:Lecture Notes in Computer Science
Number:12036
ISSN:0302-9743
ISBN:978-3-030-45441-8
OA Status:Closed
Publisher DOI:https://doi.org/10.1007/978-3-030-45442-5_89

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