Survey of Temporal Information Retrieval and Related Applications

Author:

Campos Ricardo1,Dias Gaël2,Jorge Alípio M.3,Jatowt Adam4

Affiliation:

1. Polytechnic Institute of Tomar, Tomar, Portugal, LIAAD -- INESC TEC, Center of Mathematics, University of Beira Interior, Covilhã, Portugal

2. HULTECH/GREYC, University of Caen Basse-Normandie, France

3. LIAAD -- INESC TEC, DCC-FCUP, University of Porto, Porto, Portugal

4. Graduate School of Informatics, Kyoto University, Japan, Japan Science and Technology Agency, Japan

Abstract

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.

Funder

European Regional Development Fund (ERDF)

Center of Mathematics, University of Beira Interior, within project PEst-OE/MAT/UI0212/2014

Project NORTE-07-0124-FEDER-000059

JST research promotion program Presto

National Strategic Reference Framework (NSRF)

MEXT Grant-in-Aid for Young Scientists B (#22700096)

North Portugal Regional Operational Programme (ON.2 -- O Novo Norte)

National Funds through the FCT within project FCOMP-01-0124-FEDER-037281

Portuguese funding agency (FCT)

ERDF through the COMPETE Programme (operational programme for competitiveness)

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science,Theoretical Computer Science

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