地理信息检索:文本空间检索的进展与挑战

IF 8.3 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
R. Purves, Paul D. Clough, Christopher B. Jones, M. Hall, Vanessa Murdock
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引用次数: 77

摘要

今天可获得的大量信息都涉及到地球上的地点。传统上,这类信息被视为结构化数据,是地理信息系统(GIS)关注的问题。然而,越来越多的非结构化文本形式的数据可用于索引和检索,其中也包含空间引用。这本专著描述了地理信息检索(GIR)领域,旨在开发空间感知搜索系统并支持用户的地理信息需求。介绍了在计算机中存储、查询和分析地理信息的重要概念,然后探索了GIR背景下的用户需求和交互。在索引和排序之前,将文档与坐标联系起来的任务构成了任何GIR系统的核心,并讨论了不同的方法及其含义。评估所产生的系统及其组成部分,以及这样做的不同范例仍然是GIR研究的一个重要领域,并通过几个例子加以说明。该专著提供了研究领域的概述,并以此确定了GIR中关键的剩余研究挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Geographic Information Retrieval: Progress and Challenges in Spatial Search of Text
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 several examples. The monograph provides an overview of the research field, and in so doing identifies key remaining research challenges in GIR.
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来源期刊
Foundations and Trends in Information Retrieval
Foundations and Trends in Information Retrieval COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
39.10
自引率
0.00%
发文量
3
期刊介绍: The surge in research across all domains in the past decade has resulted in a plethora of new publications, causing an exponential growth in published research. Navigating through this extensive literature and staying current has become a time-consuming challenge. While electronic publishing provides instant access to more articles than ever, discerning the essential ones for a comprehensive understanding of any topic remains an issue. To tackle this, Foundations and Trends® in Information Retrieval - FnTIR - addresses the problem by publishing high-quality survey and tutorial monographs in the field. Each issue of Foundations and Trends® in Information Retrieval - FnT IR features a 50-100 page monograph authored by research leaders, covering tutorial subjects, research retrospectives, and survey papers that provide state-of-the-art reviews within the scope of the journal.
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