Survey of Temporal Information Retrieval and Related Applications
Survey of Temporal Information Retrieval and Related Applications
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DOI：
10.1145/2619088
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发表时间：
2014-08
期刊：
影响因子：
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通讯作者：
Ricardo Campos;G. Dias;A. Jorge;A. Jatowt
中科院分区：
文献类型：
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作者：
Ricardo Campos;G. Dias;A. Jorge;A. Jatowt
时态信息检索是近年来研究的热点问题。它的目的是通过利用文档和查询中的时间信息来提高信息检索方法的有效性。本文对现有的时态信息检索文献进行了综述。除了给出该领域的概述外，我们还对相关研究进行了分类，描述了主要贡献，并比较了不同的方法。我们整理了现有的研究，以提供一个连贯的观点，讨论了几个有待解决的问题，并指出了该领域未来可能的研究方向。尽管取得了重大进展，但该领域缺乏对先前努力的系统安排和对最先进方法的概述。此外，一个有效的端到端时间检索系统，利用时间信息来提高呈现结果的质量，还没有开发出来。
Temporal information retrieval has been a topic of great interest in recent years. Its purpose is to improve the effectiveness of information retrieval methods by exploiting temporal information in documents and queries. In this article, we present a survey of the existing literature on temporal information retrieval. In addition to giving an overview of the field, we categorize the relevant research, describe the main contributions, and compare different approaches. We organize existing research to provide a coherent view, discuss several open issues, and point out some possible future research directions in this area. Despite significant advances, the area lacks a systematic arrangement of prior efforts and an overview of state-of-the-art approaches. Moreover, an effective end-to-end temporal retrieval system that exploits temporal information to improve the quality of the presented results remains undeveloped.