搜索和发现在个人电子邮件收藏

IF 8.3 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Michael Bendersky, Xuanhui Wang, Marc Najork, Donald Metzler
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引用次数: 0

摘要

多年来,电子邮件一直是一种重要的沟通媒介。因此,我们邮箱里积累的信息对我们所有的个人和职业活动都变得很有价值。多年来,研究人员一直在开发接口、模型和算法,以促进电子邮件数据的搜索、发现和组织。在本调查中,我们试图汇集这些不同的研究方向,并提供历史背景,以及该领域最新进展的全面概述。特别是,我们列出了设计一个以隐私为中心的电子邮件搜索引擎所需的所有组件,包括搜索界面、索引、文档和查询理解、检索、排名和评估。我们也超越了搜索,展示了最近在电子邮件中的智能任务协助方面的工作。最后,我们讨论了电子邮件搜索和发现研究的一些新趋势和未来方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Search and Discovery in Personal Email Collections

Email has been an essential communication medium for many years. As a result, the information accumulated in our mailboxes has become valuable for all of our personal and professional activities. For years, researchers have been developing interfaces, models and algorithms to facilitate search, discovery and organization of email data. In this survey, we attempt to bring together these diverse research directions, and provide both a historical background, as well as a comprehensive overview of the recent advances in the field. In particular, we lay out all the components needed in the design of a privacy-centric email search engine, including search interface, indexing, document and query understanding, retrieval, ranking and evaluation. We also go beyond search, presenting recent work on intelligent task assistance in email. Finally, we discuss some emerging trends and future directions in email search and discovery research.

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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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